Merge branch 'parity-base' into parity/input

ToggleKeys holds the sneak, sprint, attack and use ToggleKeyMappings with
the dispatch of KeyboardHandler.keyPress (releases always reach them;
presses and SDL key repeats only without a screen), MouseHandler.onButton,
Gui.setScreen (releaseAll / restoreToggleStatesOnScreenClosed) and
LocalPlayer.respawn (resetToggleKeys, which Horizon lacked). Presses behind
a screen no longer flip a toggled key. tools/test_toggle_keys_parity.py
drives the real Options mappings through the real static KeyMapping
functions (8,000 sequences).

Co-Authored-By: Claude Opus 5.5 <[email protected]>

.githooks/pre-commit

@@ -0,0 +1,2 @@
+#!/bin/sh
+exec python3 tools/check_public_tree.py

.githooks/pre-push

@@ -0,0 +1,2 @@
+#!/bin/sh
+exec python3 tools/check_public_tree.py --history

.github/workflows/ci.yml

@@ -0,0 +1,488 @@
+name: checks
+on:
+  push:
+    branches: [main]
+  pull_request:
+  workflow_dispatch:
+permissions:
+  contents: read
+jobs:
+  verify:
+    strategy:
+      fail-fast: false
+      matrix:
+        # Linux only. macOS only when started by hand: gh workflow run checks --ref <branch>.
+        os: ${{ fromJSON(github.event_name == 'workflow_dispatch' && '["ubuntu-latest", "macos-26"]' || '["ubuntu-latest"]') }}
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - name: Keep game artifacts out of Git
+        run: |
+          python tools/check_public_tree.py
+          python tools/check_public_tree.py --history
+      - name: Test offline research tooling
+        run: python -m unittest discover -s tests -v
+      - name: Install Rust toolchain
+        run: rustup toolchain install stable --profile minimal --component rustfmt --component clippy
+      - name: Check formatting and lint
+        run: |
+          cargo +stable fmt --all -- --check
+          cargo +stable clippy --workspace --all-targets -- -D warnings
+      - name: Test Rust core and voxel kernel correctness
+        run: cargo +stable test --workspace
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '25'
+      - name: Compare Rust foundations with pinned vanilla client and server bytecode
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_rust_parity.py --prepare
+      - name: Check Rust world-data interoperability with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_world_parity.py
+      - name: Compare scheduled ticks and saved tick data with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_tick_parity.py
+      - name: Compare simulation geometry and cached block collision shapes
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: |
+          python tools/test_geometry_parity.py
+          python tools/test_collision_parity.py
+      - name: Compare noise samplers and density kernels with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_noise_parity.py
+      - name: Compare compiled density samplers with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_density_parity.py
+      - name: Compare world-generation JSON codecs with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_worldgen_parity.py
+      - name: Compare heightmap predicates and chunk mutations with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_heightmap_parity.py
+      - name: Compare pre-light chunk status transitions and block writes
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_chunk_stage_parity.py
+      - name: Compare feature placement into resident neighboring chunks
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_feature_region_parity.py
+      - name: Compare nested feature selectors and sequences
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_feature_graph_parity.py
+      - name: Compare named feature holders and placed-feature tags
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_feature_catalog_parity.py
+      - name: Compare configured fill-layer block placement
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_fill_layer_parity.py
+      - name: Compare replacement-rule codecs and evaluation
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_rule_test_parity.py
+      - name: Compare simple-block placement and feature composition
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_simple_block_parity.py
+      - name: Compare block-column sampling and obstruction
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_column_parity.py
+      - name: Compare vertical pillars and cap feature placement
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_pillar_parity.py
+      - name: Compare exactly-one-neighbor feature spreading
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_neighbor_spread_parity.py
+      - name: Compare block-pile support and placement
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_pile_parity.py
+      - name: Compare disk replacement and postprocessing
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_disk_parity.py
+      - name: Compare block-blob support search and geometry
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_blob_parity.py
+      - name: Compare spring placement and fluid tick scheduling
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_spring_parity.py
+      - name: Compare vine attachment priority and placement
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_vines_parity.py
+      - name: Compare underwater magma floor scans and occlusion
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_underwater_magma_parity.py
+      - name: Compare blue-ice seeding and growth attempts
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_blue_ice_parity.py
+      - name: Compare spike geometry and discontinuous roots
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_spike_parity.py
+      - name: Compare End podium construction and destruction requests
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_end_podium_parity.py
+      - name: Rust End gateway parity
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_end_gateway_parity.py
+      - name: Compare bonus chest placement and conditional loot seeding
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_bonus_chest_parity.py
+      - name: Compare recursive chorus generation and connection refreshes
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_chorus_plant_parity.py
+      - name: Compare small speleothem patches and waterlogged points
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_speleothem_parity.py
+      - name: Compare replacement blob search and Manhattan shells
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_replace_blobs_parity.py
+      - name: Compare bamboo stalks, podzol patches and leafy caps
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_bamboo_parity.py
+      - name: Compare Nether delta rims and shifted contents
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_delta_parity.py
+      - name: Compare biome freezing and snow eligibility
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_weather_parity.py
+      - name: Compare frozen top layers and snowy ground updates
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_snow_freeze_parity.py
+      - name: Compare generation-stage tick storage and routing
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_generation_tick_parity.py
+      - name: Compare below-zero upgrade metadata codecs
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_retrogen_data_parity.py
+      - name: Compare below-zero upgrade lifecycle and block transformations
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_retrogen_chunk_parity.py
+      - name: Compare chunk-status metadata, ordering and codecs
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_chunk_status_parity.py
+      - name: Compare proto-chunk block-entity storage and coordinates
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_entity_storage_parity.py
+      - name: Compare ordered single-block replacement features
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_replace_block_parity.py
+      - name: Compare scattered ore placement and air-exposure checks
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_scattered_ore_parity.py
+      - name: Compare resident bulk-section access and raw writes
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_bulk_section_parity.py
+      - name: Compare biome feature ordering and cycle detection
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_feature_sort_parity.py
+      - name: Compare world-generation random wrappers and seeding
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_worldgen_random_parity.py
+      - name: Compare biome filtering and top-level feature context
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_placement_parity.py
+      - name: Compare biome decoration feature scheduling and seeding
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_decoration_parity.py
+      - name: Compare decoration against resident biome and terrain sections
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_decoration_region_parity.py
+      - name: Compare block-state provider choices and rotation
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_state_provider_parity.py
+      - name: Compare contained fluids and height queries with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_fluid_parity.py
+      - name: Compare entity obstruction with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_entity_obstruction_parity.py
+      - name: Compare block solidity and replaceability with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_properties_parity.py
+      - name: Compare face slicing and block support with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_face_support_parity.py
+      - name: Compare cached block support with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_support_parity.py
+      - name: Compare dynamic block support with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_dynamic_support_parity.py
+      - name: Compare moving-piston collision and interpolation with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_piston_shape_parity.py
+      - name: Compare supported block survival rules with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_survival_parity.py
+      - name: Compare noise-stage chunk filling with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_terrain_parity.py
+      - name: Compare structure terrain-adaptation density with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_structure_density_parity.py
+      - name: Compare seeded material bands and surface queries with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_material_surface_parity.py
+      - name: Compare material condition codecs and rule evaluation with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_material_condition_parity.py
+      - name: Compare biome temperatures and cache behavior with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_temperature_parity.py
+      - name: Compare badlands and frozen-ocean extensions with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_material_extension_parity.py
+      - name: Compare bundled material-rule libraries with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_material_rule_library_parity.py
+      - name: Compare fixed, checkerboard and End biome sources with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_source_parity.py
+      - name: Compare seeded cave paths and failure state with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_cave_carver_parity.py
+      - name: Compare seeded canyon paths and width factors with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_canyon_carver_parity.py
+      - name: Compare initial block-writing feature algorithms with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_basic_feature_parity.py
+      - name: Compare feature placement chains with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_feature_placement_parity.py
+      - name: Compare feature placement primitives with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_placement_parity.py
+      - name: Compare anchored height providers with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_height_provider_parity.py
+      - name: Compare scalar value providers with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_value_provider_parity.py
+      - name: Compare cave and canyon geometric primitives with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_carving_geometry_parity.py
+      - name: Compare carving-mask traversal and callback mutations with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_carving_mask_parity.py
+      - name: Compare registry-bound biome-source codecs with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_source_codec_parity.py
+      - name: Compare all four biome-source kinds in chunk generation with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_generation_parity.py
+      - name: Compare chunk biome filling and failure state with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_chunk_parity.py
+      - name: Compare biome zoom and seed obfuscation with pinned vanilla
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_biome_zoom_parity.py
+      - name: Compare surface-stage chunks with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_material_stage_parity.py
+      - name: Compare block-state JSON codecs with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_block_state_codec_parity.py
+      - name: Compare vertical anchors with pinned vanilla client and server
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_anchor_parity.py
+      - name: Compare float logarithms at domain and rounding boundaries
+        env:
+          RUSTUP_TOOLCHAIN: stable
+        run: python tools/test_float_log_parity.py
+  portable-mod:
+    strategy:
+      fail-fast: false
+      matrix:
+        # Linux only. macOS only when started by hand: gh workflow run checks --ref <branch>.
+        os: ${{ fromJSON(github.event_name == 'workflow_dispatch' && '["ubuntu-latest", "macos-26"]' || '["ubuntu-latest"]') }}
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '25'
+      - name: Compile original mod and test metrics
+        run: python tools/build_mod.py
+      - name: Verify streaming JFR analysis against the JDK exporter
+        run: python tools/test_jfr.py
+      - name: Verify ZGC pause and allocation event interpretation
+        run: python tools/test_jfr.py --gc zgc
+      - name: Build pinned portable packs
+        run: python tools/build_pack.py
+      - name: Measure isolated worker pacing on this platform
+        run: python -c "from tools.build_mod import benchmark_workers; benchmark_workers()"
+      - name: Measure isolated debounce queue polling
+        run: python -c "from tools.build_mod import benchmark_debounce; benchmark_debounce()"
+      - name: Measure wakeable idle queue latency
+        run: python -c "from tools.build_mod import benchmark_idle; benchmark_idle()"
+      - name: Measure object allocations with compact headers off and on
+        run: python -c "from tools.build_mod import benchmark_headers; benchmark_headers()"
+      - name: Test pack integrity and comparisons
+        run: python -m unittest discover -s tests -v
+      - name: Start recommended OpenGL macOS clients and verify framebuffer readback
+        if: runner.os == 'macOS'
+        run: |
+          python tools/test_client_graphics.py --native-display
+          cp dist/client-graphics-smoke.json dist/client-graphics-macos-title.json
+          python tools/test_client_graphics.py --native-display --world
+          cp dist/client-graphics-smoke.json dist/client-graphics-macos-world.json
+      - name: Compile the private dispatch fixture
+        run: python -c "from tools.build_mod import build_dispatch_fixture; build_dispatch_fixture()"
+      - name: Compile the private integrated-server graphics fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('server-graphics', 'dev.horizonlab.metrics.ServerGraphicsIntegration', fixture_dependencies={})"
+      - name: Compile the private tick-manager state fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('tick-state', 'dev.horizonlab.metrics.TickStateIntegration')"
+      - name: Compile the private terrain tick membership fixture
+        run: python -c "from tools.build_mod import build_tick_dedup_fixture; build_tick_dedup_fixture()"
+      - name: Compile the private culling whitelist fixture
+        run: python -c "from tools.build_mod import build_culling_empty_fixture; build_culling_empty_fixture()"
+      - name: Compile the private culling ray geometry fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('culling-rays', 'dev.horizonlab.dispatch.CullingRayIntegration', ['entityculling'], ['CullingRayAccess'])"
+      - name: Compile the private terrain position lookup fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('terrain-position', 'dev.horizonlab.dispatch.PositionIntegration')"
+      - name: Compile the private terrain quad reuse fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('quad-reuse', 'dev.horizonlab.dispatch.QuadReuseIntegration')"
+      - name: Compile the private object-size agent and terrain quad fixture
+        run: python -c "from tools.test_quad_sizes import build_agent; from tools.build_mod import build_integration_fixture; build_agent(); build_integration_fixture('quad-size', 'dev.horizonlab.dispatch.QuadSizeIntegration')"
+      - name: Compile the private terrain read shutdown fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('terrain-read', 'dev.horizonlab.dispatch.TerrainReadIntegration')"
+      - name: Install headless graphics libraries for applied-hook checks
+        if: runner.os == 'Linux'
+        run: sudo apt-get update && sudo apt-get install -y xvfb libgl1 libegl1 libvulkan1 mesa-vulkan-drivers libasound2t64 libxkbcommon0
+      - name: Verify integrated-server graphics report against the actual device
+        run: python tools/test_server_graphics.py ${{ runner.os == 'macOS' && '--native-display' || '' }}
+      - name: Exercise the applied dispatcher hooks and upstream rejection path
+        if: runner.os == 'Linux'
+        run: python tools/test_dispatch.py
+      - name: Verify applied tick membership transitions and allocation
+        if: runner.os == 'Linux'
+        run: python tools/test_tick_dedup.py
+      - name: Verify live culling whitelist registration and empty iteration
+        if: runner.os == 'Linux'
+        run: python tools/test_culling_empty.py
+      - name: Compare applied culling ray geometry and provider queries
+        if: runner.os == 'Linux'
+        run: python tools/test_culling_rays.py
+      - name: Verify actual full-data position lookup equivalence
+        if: runner.os == 'Linux'
+        run: python tools/test_terrain_position.py
+      - name: Verify actual terrain quad geometry and allocation
+        if: runner.os == 'Linux'
+        run: python tools/test_quad_reuse.py
+      - name: Measure actual builder and quad shallow sizes in both header modes
+        if: runner.os == 'Linux'
+        run: python tools/test_quad_sizes.py
+      - name: Verify interrupted DH reads and preserved shared futures
+        if: runner.os == 'Linux'
+        run: python tools/test_terrain_read.py
+      - name: Upload original mod and pack manifests only
+        uses: actions/upload-artifact@v4
+        with:
+          name: horizon-${{ matrix.os }}
+          path: |
+            dist/*.mrpack
+            dist/horizon-*.jar
+            dist/worker-pacing-benchmark.txt
+            dist/debounce-queue-benchmark.txt
+            dist/idle-queue-benchmark.txt
+            dist/object-header-benchmark.txt
+            dist/dispatch-integration.json
+            dist/tick-dedup-integration.json
+            dist/culling-empty-integration.json
+            dist/terrain-read-integration.json
+            dist/culling-rays-integration.json
+            dist/terrain-position-integration.json
+            dist/quad-reuse-integration.json
+            dist/quad-size-integration.json
+            dist/server-graphics-smoke.json
+            dist/client-graphics-smoke.json
+            dist/client-graphics-macos-title.json
+            dist/client-graphics-macos-world.json

.github/workflows/macos-shader-research.yml

@@ -0,0 +1,46 @@
+name: macOS shader research
+on:
+  workflow_dispatch:
+permissions:
+  contents: read
+jobs:
+  shader-worlds:
+    runs-on: macos-26
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '25'
+      - name: Build original mod and private probe dependencies
+        run: python tools/build_mod.py
+      - name: Verify required cinematic shaders in OpenGL and Vulkan worlds
+        run: |
+          python - <<'PY'
+          import json, subprocess, sys
+          from pathlib import Path
+          observations = []
+          for backend in ['opengl', 'vulkan']:
+              case = ['--profile', 'cinematic', '--backend', backend, '--world', '--shaders']
+              result = subprocess.run([sys.executable, 'tools/test_client_graphics.py', '--native-display', *case], capture_output=True, text=True)
+              print(result.stdout, end='', flush=True)
+              print(result.stderr, end='', flush=True)
+              observation = {'case': case, 'exit_code': result.returncode}
+              if result.returncode:
+                  marker = 'HORIZON_FIXTURE_FAILURE '
+                  observation['failure'] = [json.loads(line.split(marker, 1)[1]) for line in result.stdout.splitlines() if marker in line]
+              else:
+                  observation['report'] = json.loads(Path('dist/client-graphics-smoke.json').read_text())
+              observations.append(observation)
+          Path('dist/client-graphics-shader-research.json').write_text(json.dumps(observations, indent=2) + '\n')
+          sys.exit(int(any(item['exit_code'] for item in observations)))
+          PY
+      - name: Retain selected observations including failed cases
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: macos-shader-observations
+          path: dist/client-graphics-shader-research.json

.github/workflows/macos-vulkan-research.yml

@@ -0,0 +1,59 @@
+name: macOS Vulkan research
+on:
+  workflow_dispatch:
+    inputs:
+      world:
+        description: Create or open disposable demo worlds instead of title probes
+        type: boolean
+        default: false
+permissions:
+  contents: read
+jobs:
+  native-probes:
+    runs-on: macos-26
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '25'
+      - name: Build original mod and private probe dependencies
+        run: python tools/build_mod.py
+      - name: Probe vanilla, core and distant-terrain Vulkan cases
+        env:
+          HORIZON_GRAPHICS_WORLD: ${{ inputs.world }}
+        run: |
+          python - <<'PY'
+          import json, os, subprocess, sys
+          from pathlib import Path
+          cases = [
+              ['--profile', 'baseline', '--backend', 'vulkan'],
+              ['--profile', 'core-performance', '--backend', 'vulkan'],
+              ['--profile', 'vulkan'],
+          ]
+          if os.environ.get('HORIZON_GRAPHICS_WORLD') == 'true':
+              cases = [case + ['--world'] for case in cases]
+          observations = []
+          for case in cases:
+              result = subprocess.run([sys.executable, 'tools/test_client_graphics.py', '--native-display', *case], capture_output=True, text=True)
+              print(result.stdout, end='', flush=True)
+              print(result.stderr, end='', flush=True)
+              observation = {'case': case, 'exit_code': result.returncode}
+              if result.returncode:
+                  marker = 'HORIZON_FIXTURE_FAILURE '
+                  observation['failure'] = [json.loads(line.split(marker, 1)[1]) for line in result.stdout.splitlines() if marker in line]
+              else:
+                  observation['report'] = json.loads(Path('dist/client-graphics-smoke.json').read_text())
+              observations.append(observation)
+          Path('dist/client-graphics-vulkan-research.json').write_text(json.dumps(observations, indent=2) + '\n')
+          sys.exit(int(any(item['exit_code'] for item in observations)))
+          PY
+      - name: Retain selected observations including failed cases
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: macos-vulkan-observations
+          path: dist/client-graphics-vulkan-research.json

.gitignore

@@ -0,0 +1,18 @@
+/.local/
+/target/
+**/__pycache__/
+*.py[cod]
+/.venv/
+# Downloaded/decompiled game content and private profiling artifacts.
+*.jar
+*.class
+*.jfr
+*.hprof
+/decompiled/
+/minecraft/
+/assets/
+/run/
+/logs/
+/dist/
+/mods/horizon/build/
+/saves/

Cargo.toml

@@ -0,0 +1,27 @@
+[workspace]
+members = ["crates/horizon-core", "crates/horizon-world", "crates/voxel-kernels", "crates/horizon-client", "crates/horizon-assets", "crates/horizon-protocol"]
+resolver = "2"
+
+[workspace.package]
+edition = "2024"
+license = "MIT"
+rust-version = "1.85"
+
+# Ports mirror vanilla's Java signatures, index loops and nested generic types
+# one to one so they can be checked against the decompiled sources.
+[workspace.lints.clippy]
+too_many_arguments = "allow"
+type_complexity = "allow"
+needless_range_loop = "allow"
+large_enum_variant = "allow"
+
+[profile.release]
+lto = "thin"
+codegen-units = 1
+
+# Optimized but quick-to-link builds for iteration: cargo build --profile fast
+[profile.fast]
+inherits = "release"
+lto = false
+codegen-units = 16
+incremental = true

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Ludovic
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -0,0 +1,337 @@
+# Horizon
+
+Horizon is a Rust rewrite of Minecraft Java **26.3** targeting one-to-one vanilla gameplay parity, alongside client performance research. Not affiliated with Mojang or Microsoft.
+
+**The Rust game is now playable.** The [native client](docs/native-client.md) opens on a vanilla-style title screen with world creation and selection, and generates worlds with the Rust port of the vanilla overworld generator: noise terrain, aquifers, surface rules, carvers, and the placed features ported so far, all checked against vanilla. It streams and lights chunks on worker threads and renders every vanilla block model with smooth lighting, biome tints, the vanilla sky, sun, moon, stars and clouds. Gameplay so far:
+- validated player physics, health and hunger;
+- mining with vanilla tool rules and loot tables;
+- placing, crafting, chests and furnaces;
+- dropped items and particles;
+- sounds;
+- passive and hostile mobs with combat, including guardians, shulkers, illagers, ravagers, the wither and the ender dragon fight;
+- villagers that take jobs, trade, restock, meet at the bell and sleep in beds;
+- boats, minecarts, item frames, paintings and armor stands;
+- shields, maps, books, fireworks, beacons, advancements and statistics;
+- Anvil saves.
+
+Parity is **not** complete. Still missing: the warden and the sculk family, the breeze, sniffer, creaking, happy ghast, llamas and a few other mobs, raids and pillager patrols, villager breeding and gossip, the loom, crafter and recipe book, scoreboards, subtitles, and spawned mob gear enchantments. Multiplayer joins vanilla servers but Horizon cannot host one. See [Rust rewrite status](docs/rust-parity.md).
+
+### Java parity: 84%
+
+Each subsystem scores 0 (absent), 0.25 (started, not playable), 0.5 (playable,
+major vanilla features missing), 0.75 (playable, mostly complete) or 1 (complete
+and verified against vanilla by differential tests). The percentage is the
+average; `tests/test_parity.py` keeps it in sync with this table. Last audited
+2026-10-10 against the code, not the docs. The harnesses that failed in the
+previous audit (block updates, random ticks, redstone, command parsing, menu
+clicks, whole chunks, entity models and item models) now pass; the save
+round-trip harness has not been rerun.
+
+| Subsystem | Score | Main gaps |
+| --- | ---: | --- |
+| Window, input and game loop | 0.75 | Game loop and options match vanilla; camera, auto-jump, toggle sprint/sneak and the frame limiter not compared |
+| Assets and resources | 0.75 | Item models match vanilla over 196,290 stacks, but the client does not draw items through that pipeline yet; no pack screen |
+| Network protocol and multiplayer | 0.75 | Opens worlds to LAN, but hosting is not tested against a vanilla client; no dedicated server mode |
+| Chunk storage and palettes | 1 | None: client and saves share paletted containers, identical to vanilla over 266 scenarios |
+| Section meshing | 1 | None: 112 scenes and over a million quads identical to vanilla |
+| Rendering | 0.75 | Entity models match over 150 layers; block entity renderers and HUD overlays not compared |
+| Lighting | 1 | None: saved and relit light matches vanilla, slabs and stairs included |
+| World generation | 1 | None: 2,352 whole chunks over 225 structure sites, in all three dimensions, identical to vanilla |
+| Region files and saves | 0.75 | Save round-trip harness fails; older DataVersions are not upgraded |
+| Entities and physics | 0.75 | Attributes and dimensions match; AI, loot and spawn rules not compared; drowned, villagers, traders and the wither unverified |
+| Interaction and inventory | 1 | None: menu clicks match over 6,000 click sequences |
+| Menus, HUD and chat | 0.75 | Commands parse as vanilla over 39,685 inputs, but /item modify, /spectate, /waypoint and /dialog do not run; no tab list or world border rendering |
+| Audio | 0.75 | Sound engine, music and ambience not compared with vanilla |
+| Block behaviours and ticking | 0.75 | Block updates, random ticks and redstone match vanilla; dispensers lack several behaviours |
+
+### Next steps
+
+1. Rerun the save round-trip harness and upgrade saves from older DataVersions.
+2. Draw every item through the item model pipeline, and add the resource pack screen.
+3. An audio harness: sound engine attenuation, weighted sound events, music and ambience.
+4. Mob AI, loot and spawn-rule harnesses, and an oracle for drowned, villagers, traders and the wither.
+5. The missing commands and dispenser behaviours, the tab list and world border rendering.
+6. Test LAN hosting with a vanilla client, and add a dedicated server mode.
+
+```sh
+python3 tools/prepare_native_client.py --prepare   # needs JDK 25; extracts private vanilla resources
+python3 tools/fetch_sounds.py                      # optional: vanilla sounds
+cargo run --release -p horizon-client
+```
+
+**Target machine:** the Rust rewrite targets one machine, **ludodesktop**: Ubuntu 26.04, Intel i7-13700KF, NVIDIA RTX 4080, GNOME on Wayland. The final deliverable is a playable native Linux build validated there. macOS (including the M2 Pro Mac) and Windows are out of scope. Track implementation and acceptance criteria in [Rust rewrite status](docs/rust-parity.md).
+
+**Java performance packs (no longer developed):** the earlier track of pinned Java performance packs, distant terrain, an original frame/tick recorder and client/server starter downloads. No release downloads are published; build the packs and starters locally with `python3 tools/build_release.py` (see [Build and run](#build-and-run)). They are no longer a development target.
+
+## Java packs: Mac starter (out of scope)
+
+Build **horizon-mac-starter-0.21.0.zip** with `python3 tools/build_release.py` (it lands in `dist/`), extract it and open `Mac-Start.command`. It verifies and installs official universal Prism Launcher in `~/Applications` if needed, then opens the balanced pack import. Sign into Microsoft **inside Prism yourself**. This project needs no credentials.
+
+Use native **Java 25 ARM64**, maximum heap **6144 MiB**, minimum **512 MiB** on your 16 GB M2 Pro. Prism can download Java automatically. Start at 1280×800 or 1920×1200; full Retina resolution is a larger GPU workload. [START-HERE.txt](packs/START-HERE.txt) has details. The same `.mrpack` files import into Prism on Windows and Linux.
+
+If Prism is already installed, follow the [Mac import and first comparison guide](docs/mac-first-test.md).
+
+Core and balanced also pass [macOS title/demo-world rendering probes](docs/client-graphics-smoke.md)
+on the hosted ARM64 software renderer, including readback, saves and clean exits.
+Physical M2 GPU performance and macOS 27 remain to be tested.
+
+| Profile | Full-detail chunks | Distant LOD radius | Suggested maximum heap |
+| --- | ---: | ---: | ---: |
+| baseline | 12 | none | 6144 MiB |
+| core-performance | 12 | none | 6144 MiB |
+| m2-balanced | 12 | 128 | 6144 MiB |
+| adaptive (experiment) | 12 | 128 | 6144 MiB |
+| worker-pacing (experiment) | 12 | 128 | 6144 MiB |
+| adaptive-pacing (experiment) | 12 | 128 | 6144 MiB |
+| queue-wait (experimental) | 12 | 128 | 6144 MiB |
+| adaptive-queue (experimental) | 12 | 128 | 6144 MiB |
+| dispatch-retry (experimental) | 12 | 128 | 6144 MiB |
+| tick-dedup (experimental) | 12 | 128 | 6144 MiB |
+| culling-empty (experimental) | 12 | 128 | 6144 MiB |
+| quad-reuse (experimental) | 12 | 128 | 6144 MiB |
+| terrain-position (experimental) | 12 | 128 | 6144 MiB |
+| culling-rays (experimental) | 12 | 128 | 6144 MiB |
+| foreground-first (combined experiment) | 12 | 128 | 6144 MiB |
+| foreground-vulkan (combined experiment) | 12 | 128 | 6144 MiB |
+| low-memory | 8 | none | 3072 MiB |
+| far-distance | 12 | 256 | 8192 MiB, with sufficient physical RAM |
+| cinematic | 12 | 128 | 6144 MiB |
+| vulkan | 12 | 128 | 6144 MiB |
+
+Balanced combines [Sodium](https://modrinth.com/mod/sodium), [Lithium](https://modrinth.com/mod/lithium), [FerriteCore](https://modrinth.com/mod/ferrite-core), [ImmediatelyFast](https://modrinth.com/mod/immediatelyfast), [EntityCulling](https://modrinth.com/mod/entityculling), and [Distant Horizons](https://modrinth.com/mod/distanthorizons). Cinematic adds [Iris](https://modrinth.com/mod/iris) and [Complementary Reimagined](https://modrinth.com/shader/complementary-reimagined), initially disabled. Vulkan independently experiments with the game's own backend and fallback, without Iris.
+
+Distant LOD is simplified terrain. Nearby blocks retain full detail. Initial generation costs CPU/disk/memory and needs warm-up. DH adjusts clouds, chunk fade and transparency to blend its renderer; assess appearance as well as speed. Shaders cost GPU time and have [Mac-specific limits](https://shaders.properties/current/reference/miscellaneous/macos/). Universal CPU/GPU support and exact vanilla equivalence remain validation goals. Simulation distance stays 12 in every profile; normal 20 TPS rules are retained.
+
+For the first comparison at the same view distance, use `baseline` versus
+`core-performance`: both select 12 full-detail chunks and no distant LOD or shaders.
+The latter adds only the pinned core performance mods and leaves every original
+controller disabled. Then test balanced separately for its additional distant
+terrain. Matching captured settings does not prove pixel-identical rendering.
+[Core comparison protocol and selected observations](docs/core-performance.md)
+include three repeated matched-view software-rendered pairs with 14–21% higher
+FPS in this workload; M2 performance remains unmeasured.
+
+[Heap budget experiment](docs/heap-budget.md): three pairs with 3 GiB versus
+1.5 GiB maximum heap show variable RAM savings and GC/frame-time tradeoffs;
+playable defaults remain unchanged.
+
+[Matched graphics API comparison](docs/graphics-api-comparison.md): Vulkan adds
+about 1.5% average FPS but about 12% CPU in three Linux software-rendered pairs;
+backend defaults remain unchanged and physical Mac performance is unmeasured.
+
+The optional `queue-wait` pack yields during pending distant-terrain debounce retries; `adaptive-queue` combines it with the existing controllers. [Queue experiment and measurement limits](docs/debounce-queue.md).
+
+Version 0.16 adds a separate [terrain position arithmetic experiment](docs/terrain-position.md)
+for the sampled full-data lookup. It retains the pinned library’s unusual
+negative-coordinate rounding and invalid-level errors. Balanced keeps it off;
+whole-game and Mac performance still require measurement.
+
+Version 0.15 adds an isolated [culling ray scratch experiment](docs/culling-rays.md)
+that reuses two numeric vectors within each culling instance while retaining
+upstream arithmetic and decisions. Balanced keeps it off; hardware gains remain
+unmeasured.
+
+Version 0.14 adds an isolated [empty culling whitelist experiment](docs/culling-empty.md)
+that avoids allocating iterators while there are no dynamic handlers. Live
+registration and nonempty callbacks retain upstream behavior. Balanced keeps it
+off; whole-game gains still need hardware comparisons. DH profiles also request
+a scoped [interruptible blending-read wait](docs/terrain-read-wait.md) to let
+background workers leave a pending metadata read during shutdown.
+
+Version 0.13 adds an isolated [tick membership experiment](docs/tick-membership.md)
+that reuses compact storage for DH's private per-tick membership checks. The
+combined foreground profiles include it too; balanced keeps it off. The applied
+holder test verifies action semantics and removes repeated entry allocations;
+whole-game FPS and RAM gains still need hardware measurements.
+
+Version 0.12 captures effective distant-terrain quality, radius, worker budgets,
+Iris state and field of view. Start/end snapshots flag changed visual settings;
+[measurement details](docs/terrain-measurements.md) explain their limits.
+
+Version 0.11 adds combined foreground-first OpenGL/Vulkan profiles with a 120 FPS
+adaptive goal, plus explicit collector experiments and GC measurement guidance.
+See [combined controls](docs/foreground-first.md), [Vulkan on your Mac](docs/vulkan.md)
+and [collector comparisons](docs/collectors.md). The frame goal is not a rendering cap.
+
+Version 0.10 adds an isolated [rejected-dispatch retry experiment](docs/dispatch-retry.md).
+It bounds retry passes when a DH worker rejects queued work, preserving original
+requeue handling and allowing other executors to progress. Balanced keeps it off.
+
+Version 0.9 also makes the queue's idle wait wakeable for incoming work, preserving
+its debounce rules and bounded cache-maintenance cadence. It remains part of the
+optional queue profiles, with separate wake-latency measurements.
+
+Version 0.8 fixes a fresh-instance graphics preset that could override the selected
+render distance. It also records actual GC/header settings and supports an optional
+[compact object headers experiment](docs/compact-headers.md) for Java 25; packs
+do not enable that JVM flag automatically.
+
+## Measure on your hardware
+
+The optional [adaptive terrain experiment](docs/adaptive-terrain.md) throttles distant
+terrain background work when frames slow down or heap pressure rises, keeping the
+balanced profile's view distances and simulation settings. It remains opt-in until
+real hardware demonstrates a benefit.
+
+The additional [precise worker pacing experiment](docs/worker-pacing.md) makes short
+terrain tasks respect their duty-cycle budget and avoids boxed worker timestamps.
+It changes generation speed and CPU use, so it stays separate from balanced.
+
+Press **F8** during gameplay to start a 120-second recording, or again to stop early. Rebind in Controls if needed. This also works with restricted chat accounts. Alternatively: `/horizon bench <label> 120`, `/horizon stop`, `/horizon status`.
+
+Use separate identical world copies and the same camera route, resolution, render/simulation distance, heap, VSync and FPS limit. Warm up, then alternate at least three baseline/optimized runs. Test fresh chunk exploration separately. For everyday play cap FPS or enable VSync to reduce power usage.
+
+The instance's `horizon-benchmarks/` folder receives JSON/CSV frame and integrated-server tick timings: average FPS, slowest-1%-average FPS, p95/p99 durations, stalls, JVM heap/GC, sampled process RSS when available, GPU/backend/driver and render settings. Frames include presentation/limiting waits and exclude menus/pauses/unfocused time. Tick `meanRate` is execution capacity, **not TPS**; observed tick counts are separate. Version 0.20 [captures sampled tick-manager state](docs/tick-state.md), including restored freeze/step/sprint/rate changes; this does not measure completed world work. Resident process memory is sampled on a shared background thread only during recordings; it includes native resident pages, while heap measures JVM objects. Neither is a complete measurement of unified GPU memory. [Memory measurement details](docs/process-memory.md).
+
+```sh
+python3 tools/compare_benchmarks.py baseline-frames.json optimized-frames.json --strict
+```
+
+Open `Compare-Benchmarks.html` from the starter ZIP or [the source file](tools/Compare-Benchmarks.html) in your browser to compare without Python. Select each JSON and optionally its matching CSV. It exports summary JSON, flags settings and duration differences, and charts frames by recorded active time or ticks by sample number. It is self-contained and makes no network requests.
+
+Version 0.18 adds an isolated [terrain quad reuse experiment](docs/quad-reuse.md).
+It reuses a temporary quad discarded by successful premerge when the existing
+pool would otherwise allocate. Generated geometry and thread ownership checks
+pass; allocation results are not whole-game RAM or FPS evidence. It remains off
+in combined profiles.
+
+Version 0.17 also records loaded mod versions and the Java vendor, VM and runtime
+build in client and server reports. Both comparison tools flag software changes
+as explicit experiment variables; older reports remain usable with an unknown
+software warning. The viewer can expand the complete loaded mod list.
+[Live software identity check](benchmarks/software-identity-2026-10-04/live-observations.json)
+records the metadata and file-count validation; its short capture is not a
+performance comparison.
+
+
+The comparison flags captured setting differences, but cannot verify route, world, shader state or cache warm-up. See [validation evidence](docs/playable-validation.md). Software-renderer test FPS is not evidence of a Mac/GPU speedup.
+
+For CPU/allocation investigation, [capture and stream a private JFR summary](docs/profiling.md).
+It distinguishes directly observed allocation counters from sampled hot methods;
+profiling runs remain separate from normal timing comparisons.
+
+## Build and run
+
+Requires Python 3.10+ and JDK 25. No Gradle, Rust or native compilation is required for playable packs.
+
+```sh
+python3 tools/build_mod.py
+python3 tools/build_release.py
+```
+
+Gitignored `dist/` contains twenty packs, our original instrumentation JAR, client/server starter ZIPs and SHA256SUMS. [mods.lock.json](packs/mods.lock.json) pins mod versions, exact dependency closure, SHA-1/SHA-512 and source/license; [fabric.lock.json](packs/fabric.lock.json) pins loader/library SHA-256. Packs use the [Modrinth format](https://support.modrinth.com/en/articles/8802351-modrinth-modpack-format-mrpack). They embed only original project code; third-party mods, game and assets download from their publishers.
+
+The server starter uses Lithium/FerriteCore and `/horizonserver bench <label> <seconds>`. [Server instructions](docs/server-quickstart.txt) cover setup and a baseline. Files are prepared before you accept Minecraft's EULA locally. A 50-active-player workload remains to be measured.
+
+Local smoke testing uses the game's built-in limited demo; normal play uses Prism's licensed account authentication:
+
+```sh
+python3 tools/build_pack.py --profile m2-balanced --instance .local/runtime/m2-balanced
+vscreen run python3 tools/runtime.py demo --instance .local/runtime/m2-balanced
+```
+
+The standalone demo launcher applies the pinned official manifest's conditional
+JVM flags, including macOS `-XstartOnFirstThread` and the Windows heap-dump-path
+option. Prism applies its own official manifest. Server JVM policy is separate;
+this launcher correction is not a measured graphics performance improvement.
+
+## Local game inspection
+
+Game JARs, decompiled Java, libraries, inventories, worlds and logs live **inside this checkout** under gitignored **`.local/`**. No game code is in Git history or release downloads. Fresh clones regenerate the inspection workspace from official downloads; Microsoft credentials are not needed for this step.
+
+```sh
+git clone https://github.com/ludovic111/horizon.git
+cd horizon
+git config core.hooksPath .githooks
+python3 tools/lab.py prepare
+python3 tools/lab.py decompile
+python3 tools/lab.py status
+```
+
+`research-lock.json` pins the official manifest and Vineflower. The inner server JAR is extracted and checked; client/server libraries provide decompiler context. Output: `.local/minecraft/26.3/sources/{client,server}/` and coverage/inventory reports. Current inventories cover 11,383 client classes and 7,762 server classes, producing 7,301/5,037 Java files. See [decompilation status](docs/decompilation-status.md).
+
+Class-file SourceFile metadata covers inner classes, which often share a source file. Coverage does not prove semantic equivalence or recompilability; original bytecode remains the reference. Completed source directories are not overwritten automatically. Older obfuscated releases require a separate remapping stage.
+
+## Original Rust research
+
+The dependency-free `horizon-core` crate starts the Rust simulation foundation:
+integer block/chunk/section positions, legacy and xoroshiro seeded random streams and positional factories,
+padded palette-index storage, scheduled block/fluid tick queues, and double-precision
+bounding-box and voxel-grid collision geometry. Noise samplers, octave stacks and
+bulk density kernels provide the next world-generation foundation. Compiled
+density samplers add gradients, shifted and blended terrain noise, distance
+metrics and arithmetic evaluation.
+Differential runners compare selected
+operations with the checksum-pinned vanilla client and server bytecode.
+[Implemented scope, validation, and remaining rewrite work](docs/rust-parity.md).
+
+```sh
+python3 tools/test_rust_parity.py --prepare
+python3 tools/test_world_parity.py
+python3 tools/test_tick_parity.py
+python3 tools/test_geometry_parity.py
+python3 tools/test_collision_parity.py
+python3 tools/test_noise_parity.py
+python3 tools/test_density_parity.py
+```
+
+The core corpus checks 1,634,520 output lines per reference JAR, including
+signed boundaries, RNG rejection/state consumption and raw storage words.
+Passing it does not establish full gameplay parity or an FPS improvement.
+The separate [noise suite](docs/noise-generation.md) checks 26.3 Perlin/simplex,
+derivatives, density-volume accumulation, stack composition, normal-noise
+normalization and modern/legacy initialization against both reference JARs.
+The [density suite](docs/density-functions.md) checks compiled scalar and bulk
+evaluation, including nested samplers, their different arithmetic paths, and
+selected interval operations used for graph range analysis.
+
+`horizon-world` adds NBT, four region compression codecs, `.mca`/`.mcc`
+reading and export, saved palettes, a version-checked block-state registry,
+and packed resident block sections. The world-data suite checks Rust output
+with the actual vanilla NBT, region and block-state decoders on both JARs.
+It covers all 35,723 exported state IDs and a 100,000-edit section trace.
+[World-data commands and validation limits](docs/world-data.md).
+
+Scheduled ticks now support vanilla ordering, duplicate suppression, save/reload,
+chunk eligibility and callback mutations. The tick suite compares 97,776 output
+lines per reference JAR and checks saved block/fluid lists through vanilla codecs
+and region files. [Scheduler behavior and remaining integration](docs/scheduled-ticks.md).
+
+Voxel shapes preserve vanilla collision tolerances, greedy box ordering, ray faces,
+inside hits, and cube-versus-array cell lookup. A cached collision registry connects
+imported shapes to resident block sections while checking exact state identities.
+Movement helpers resolve supplied colliders and step-up candidates, including
+landing adjustment and the second collider query. Movement-path block visits
+preserve vanilla ordering, step indices and packed-position deduplication.
+Uncached states require block behavior; the entity-context overload also needs
+separate implementation. [Geometry and collision scope](docs/collision-geometry.md).
+
+```sh
+cargo test --workspace
+cargo run --release --bin voxel-bench -- 100 > .local/voxel-benchmark.csv
+```
+
+The dependency-free occupancy experiment compares scalar and bitset exposed-face counting for synthetic 16³ sections. It has no real mesh, material/AO/light work, neighboring-section context, JNI bridge or game integration. Speedups are kernel-only, not Minecraft FPS. [Research plan](docs/optimization-plan.md) describes profiling, improved Java baselines, native integration and behavior checks before expanding scope.
+
+Public branding and new mod downloads use **Horizon**. The existing Fabric mod
+ID and `dev.horizonlab` namespace remain stable for installed instances and
+measurement compatibility. The installer backs up both old `horizon-lab-*.jar`
+and new `horizon-*.jar` versions before installing an update.
+
+## Validation and ownership
+
+```sh
+python3 -m unittest discover -s tests -v
+python3 tools/build_mod.py --test-only
+cargo fmt --all -- --check
+cargo clippy --workspace --all-targets -- -D warnings
+cargo test --workspace
+python3 tools/check_public_tree.py
+python3 tools/check_public_tree.py --history
+```
+
+CI checks offline tools/Rust and compiles the original mod/builds packs on Linux and Apple Silicon macOS. Game dependencies download to ephemeral `.local/`; CI uploads only our original JAR and packs. Compilation is not Mac GPU gameplay testing. Publication checks allow Java only under our original `dev/horizonlab` namespace; review diffs as well.
+
+[MIT](LICENSE) covers only our original tracked work. Dependencies retain their licenses. Mojang [removed obfuscation](https://www.minecraft.net/en-us/article/removing-obfuscation-in-java-edition) without changing [Minecraft's EULA](https://www.minecraft.net/en-us/eula). Decompiled game source remains local; published code implements independent tooling and instrumentation.
+
+Integrated-server reports record the shared graphics backend at recording start; see [the context and comparison limits](docs/server-graphics-context.md).

benchmarks/client-graphics-2026-10-04/live-observations.json

@@ -0,0 +1,401 @@
+{
+  "schema": 1,
+  "measurement": "Client scene startup, framebuffer readback and clean exit; not a performance benchmark",
+  "release_binary": "0.20.0",
+  "production_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+  "macos_required_ci": {
+    "run": 37192178667,
+    "source_commit": "a5000edf11094e00ebef0fc362aa4adc322f2df6",
+    "all_jobs_passed": true,
+    "reports": {
+      "title": {
+        "schema": 1,
+        "platform": "macOS-26.6.2-arm64-arm-64bit",
+        "architecture": "arm64",
+        "minecraft": "26.3",
+        "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+        "results": [
+          {
+            "observed_mode": "title",
+            "title_screen_observed": true,
+            "world_loaded": false,
+            "ready_client_ticks": 53,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 1525,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "ed503082baca3a8646e7e864bf363e6e2a705a2b4aade2ec4bae6d3a108b07ab",
+            "profile": "core-performance",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
+              {
+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          },
+          {
+            "observed_mode": "title",
+            "title_screen_observed": true,
+            "world_loaded": false,
+            "ready_client_ticks": 55,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 1855,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "959fe6afbe1897cd9711c083e88ccc617ee9d8669983987abda84e0f5979e82d",
+            "profile": "m2-balanced",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
+              {
+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          }
+        ],
+        "limits": [
+          "Short scene startup and nonuniform framebuffer readback only.",
+          "World mode uses the ordinary limited demo; world files remain private.",
+          "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+          "Vulkan preference can fall back; inspect the observed backend.",
+          "PNG images, assets and full logs remain in the private runtime directory."
+        ]
+      },
+      "world": {
+        "schema": 1,
+        "platform": "macOS-26.6.2-arm64-arm-64bit",
+        "architecture": "arm64",
+        "minecraft": "26.3",
+        "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+        "results": [
+          {
+            "observed_mode": "world",
+            "title_screen_observed": false,
+            "world_loaded": true,
+            "ready_client_ticks": 40,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 1537,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "31be5cc8188b3494d76232cba79cf320a64523b4906ab720a38997a125eb37fa",
+            "profile": "core-performance",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
+              {
+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          },
+          {
+            "observed_mode": "world",
+            "title_screen_observed": false,
+            "world_loaded": true,
+            "ready_client_ticks": 40,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 2074,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "0929c865d723fe0eea8f37bcc45e9636c6f342d04fe507f9bd592dfd30d73f42",
+            "profile": "m2-balanced",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
+              {
+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          }
+        ],
+        "limits": [
+          "Short scene startup and nonuniform framebuffer readback only.",
+          "World mode uses the ordinary limited demo; world files remain private.",
+          "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+          "Vulkan preference can fall back; inspect the observed backend.",
+          "PNG images, assets and full logs remain in the private runtime directory."
+        ]
+      }
+    }
+  },
+  "earlier_vulkan_research": {
+    "run": 37191171799,
+    "source_commit": "3858ab38b51f434ebe892b564e013c7c8bcaba45",
+    "outcomes": [
+      {
+        "exit_code": 1,
+        "result_count": 0,
+        "java_exception_types": [
+          "java.lang.AssertionError",
+          "java.lang.RuntimeException"
+        ],
+        "profile": "baseline",
+        "preferred_backend": "vulkan",
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ],
+        "created_devices": [
+          {
+            "gpu": "Apple Paravirtual device",
+            "graphics_backend": "Vulkan",
+            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+          }
+        ],
+        "client_initializer_reached": true,
+        "vulkan_error_codes": [
+          "VK_ERROR_FEATURE_NOT_PRESENT"
+        ],
+        "fatal_jvm_error": false,
+        "expected_demo_authentication_errors_observed": true
+      },
+      {
+        "exit_code": 1,
+        "result_count": 0,
+        "java_exception_types": [
+          "java.lang.AssertionError",
+          "java.lang.RuntimeException"
+        ],
+        "profile": "core-performance",
+        "preferred_backend": "vulkan",
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ],
+        "created_devices": [
+          {
+            "gpu": "Apple Paravirtual device",
+            "graphics_backend": "Vulkan",
+            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+          }
+        ],
+        "client_initializer_reached": true,
+        "vulkan_error_codes": [
+          "VK_ERROR_FEATURE_NOT_PRESENT"
+        ],
+        "fatal_jvm_error": false,
+        "expected_demo_authentication_errors_observed": true
+      },
+      {
+        "exit_code": 1,
+        "result_count": 0,
+        "java_exception_types": [
+          "java.lang.AssertionError",
+          "java.lang.RuntimeException"
+        ],
+        "profile": "vulkan",
+        "preferred_backend": "vulkan",
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ],
+        "created_devices": [
+          {
+            "gpu": "Apple Paravirtual device",
+            "graphics_backend": "Vulkan",
+            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+          }
+        ],
+        "client_initializer_reached": true,
+        "vulkan_error_codes": [
+          "VK_ERROR_FEATURE_NOT_PRESENT"
+        ],
+        "fatal_jvm_error": false,
+        "expected_demo_authentication_errors_observed": true
+      }
+    ],
+    "full_private_logs_uploaded": false,
+    "readback_request_stage_not_yet_captured": true
+  },
+  "selected_local_software_checks": {
+    "linux-opengl": {
+      "title_screen_observed": true,
+      "title_client_ticks": 56,
+      "framebuffer_width": 1280,
+      "framebuffer_height": 800,
+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1762,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "graphics_backend": "OpenGL",
+      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
+      "private_png_sha256": "cf4eaa7d576ec8f608205258774fbd2384bf5382da86b60628d590f959145fd3",
+      "profile": "core-performance",
+      "launcher_exit_code": 0,
+      "backend_attempts": [
+        {
+          "backend": "OpenGL",
+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "OpenGL",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    },
+    "linux-vulkan": {
+      "title_screen_observed": true,
+      "title_client_ticks": 56,
+      "framebuffer_width": 1280,
+      "framebuffer_height": 800,
+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1743,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "graphics_backend": "Vulkan",
+      "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)",
+      "private_png_sha256": "edfc9b8431505c9c009da7bb8be0ed5676effb90757cd4ae4bda525e4db5da8c",
+      "profile": "vulkan",
+      "launcher_exit_code": 0,
+      "backend_attempts": [
+        {
+          "backend": "Vulkan",
+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "Vulkan",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    },
+    "linux-world-core": {
+      "observed_mode": "world",
+      "title_screen_observed": false,
+      "world_loaded": true,
+      "ready_client_ticks": 51,
+      "window_active": true,
+      "framebuffer_width": 1280,
+      "framebuffer_height": 800,
+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1297,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "graphics_backend": "OpenGL",
+      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
+      "private_png_sha256": "1a8ba681681f5e37986e1b411e5ebc80d47279c54368f43f935707092b70ffd0",
+      "profile": "core-performance",
+      "preferred_backend": "opengl",
+      "launcher_exit_code": 0,
+      "backend_attempts": [
+        {
+          "backend": "OpenGL",
+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "OpenGL",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    },
+    "linux-world-balanced": {
+      "observed_mode": "world",
+      "title_screen_observed": false,
+      "world_loaded": true,
+      "ready_client_ticks": 40,
+      "window_active": true,
+      "framebuffer_width": 1280,
+      "framebuffer_height": 800,
+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1551,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "graphics_backend": "OpenGL",
+      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
+      "private_png_sha256": "82ced9bcf7178a35063e6a7fa9049fe7cfcf26dcb92aace59de6bb022609833a",
+      "profile": "m2-balanced",
+      "preferred_backend": "opengl",
+      "launcher_exit_code": 0,
+      "backend_attempts": [
+        {
+          "backend": "OpenGL",
+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "OpenGL",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    }
+  },
+  "limits": [
+    "macOS OpenGL uses Apple Software Renderer; Vulkan exposes Apple Paravirtual device. No physical M2 GPU performance test.",
+    "World-mode checks ordinary limited-demo world startup and saved data, not exhaustive gameplay or completed LOD generation.",
+    "A nonuniform framebuffer does not prove pixel-correct rendering.",
+    "Three exploratory Vulkan cases fail with VK_ERROR_FEATURE_NOT_PRESENT after successful device creation; later stage remains to be isolated.",
+    "The probe uses 3 GiB; balanced can warn about low memory. The 16 GB Mac starter suggests 6 GiB.",
+    "No FPS, CPU/RAM reduction, statistical speedup or universal hardware-compatibility claim.",
+    "Raw PNGs, assets, world files and full logs remain private. Production JAR matches the published binary and excludes probe classes."
+  ]
+}

benchmarks/core-client-2026-10-04/live-observations.json

@@ -0,0 +1,303 @@
+{
+  "schema": 1,
+  "measurement": "Single fixed-order stationary matched-view Linux software-rendered pair; descriptive observations, not statistical hardware speedup",
+  "minecraft": "26.3",
+  "java_vendor": "Ubuntu",
+  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+  "graphics": "llvmpipe LLVM21.1.8 OpenGL,1280x800",
+  "captured_settings_match": true,
+  "settings": {
+    "full_detail_chunks": 12,
+    "simulation_chunks": 12,
+    "distant_terrain": "not installed",
+    "iris_shaders": "not installed",
+    "heap_max": "3G",
+    "collector": "G1",
+    "compact_headers": true,
+    "world_difficulty": "PEACEFUL",
+    "fov": 70,
+    "graphics_preset": "CUSTOM",
+    "frame_limit": "uncapped",
+    "all_original_controllers": false
+  },
+  "runs": [
+    {
+      "profile": "baseline",
+      "elapsed_seconds": 120.175428046,
+      "frame_samples": 651,
+      "tick_samples": 2401,
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+        "[email protected]",
+        "[email protected]",
+        "java@25",
+        "[email protected]",
+        "[email protected]"
+      ],
+      "preceding_jfr_server_render_allocation_counters": [
+        {
+          "thread_id": 59,
+          "thread": "Server thread",
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+          "observed_allocated_bytes": 1096511648,
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+        {
+          "thread_id": 3,
+          "thread": "Render thread",
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+          "observed_bytes_per_second": 3166607.0102889067
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+      "preceding_jfr_gc_pause_total_ms": 30.391511,
+      "preceding_jfr_gc_pause_longest_ms": 18.705464,
+      "exit_code": 0
+    },
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+        "[email protected]+fcdff87f5d",
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+        "[email protected]+3434d6d95d",
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+        "[email protected]+fcdff87f5d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+52268a0e5d",
+        "[email protected]",
+        "[email protected]",
+        "[email protected]",
+        "[email protected]+26.3",
+        "java@25",
+        "[email protected]+mc26.3",
+        "[email protected]",
+        "[email protected]",
+        "[email protected]+mc26.3",
+        "[email protected]",
+        "[email protected]"
+      ],
+      "preceding_jfr_server_render_allocation_counters": [
+        {
+          "thread_id": 55,
+          "thread": "Server thread",
+          "counter_observations": 2,
+          "observed_seconds": 64.387372441,
+          "observed_allocated_bytes": 691148360,
+          "observed_bytes_per_second": 10734222.158752
+        },
+        {
+          "thread_id": 3,
+          "thread": "Render thread",
+          "counter_observations": 2,
+          "observed_seconds": 64.387372441,
+          "observed_allocated_bytes": 107888768,
+          "observed_bytes_per_second": 1675619.9843200867
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 54.65954,
+      "preceding_jfr_gc_pause_longest_ms": 25.746574,
+      "exit_code": 0
+    }
+  ],
+  "provenance": {
+    "production_mod_source_commit": "2a268fefbf0ab3d478ca7755e609f7146d6f5145",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37179596850",
+    "runtime_mod_matches_linux_ci": true,
+    "original_mod_sha256": "df0bab0a6d87a1c609a051c190939010506f8cdd81897e82aa48caad032ef4e0",
+    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
+    "saved_first_cameras_match": true,
+    "saved_camera": {
+      "position": [
+        -56.5,
+        69.0,
+        55.5
+      ],
+      "rotation": [
+        141.5,
+        16.950002670288086
+      ]
+    },
+    "private_world_timing_protocol": {
+      "world_copy": "private only",
+      "advance_time": false,
+      "advance_weather": false,
+      "overworld_clock_ticks": 6000,
+      "modified_file_sha256": {
+        "game_rules": "47abf5e1fe82d54057ad7b095df3b9e29a8e4e9db7484988e09f3caaeedc12eb",
+        "world_clocks": "575d4a7663b154077a5be4c596790f3af178a00ab5a1e9cd58f37c1afa2c03b5"
+      },
+      "level_and_player_files_unchanged": true,
+      "pack_default_rules_unchanged": true
+    },
+    "clock_and_rules_verified_after_both_saves": true,
+    "candidate_save_reload_second_save_exit_zero": true
+  },
+  "notes": [
+    "Separate private copies, baseline then core. JFR begins about 121 seconds after demo dismissal; a separate 120-second frame capture begins about 307 seconds after dismissal.",
+    "Both captures have zero menu/pause/focus exclusions and no drops. Actual CSV counts and means match; viewer charts, 390-pixel layout and explicit software-change warnings pass.",
+    "Core records about 20.7% higher average FPS and 22.2% lower sampled peak RSS in this pair; whole-process CPU is slightly higher while rendering more frames.",
+    "No mod is isolated by this group comparison. Rendering-work completion, entity activity, cache/JIT and thermal state remain variables. Matching captured configuration is not pixel equivalence or exhaustive vanilla gameplay proof.",
+    "Tick execution inverse meanRate is capacity, not actual TPS. Record counts/elapsed seconds are exposed separately and include any pauses. Both captures have about 20 tick samples per elapsed second.",
+    "Preceding JFR server/render allocation counters are lower with core, but total and longest measured GC pauses are higher. Those profiles precede the frame captures and are not simultaneous with them.",
+    "No hardware GPU or M2/Apple Silicon result; RSS is not complete unified/GPU memory. Repeat alternating trials on real hardware.",
+    "No private worlds, full game logs, JFR recordings, game binaries or fixture agents are included."
+  ]
+}

benchmarks/culling-empty-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,47 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "results": [
+    {
+      "enabled": false,
+      "empty_iterator_calls": 1,
+      "live_registration_checked": true,
+      "block_callback_order_checked": true,
+      "type_guard_checked": true,
+      "allocated_bytes": 128001272,
+      "cpu_ns": 29632156,
+      "wall_ns": 49712014,
+      "measured_calls": 4000000,
+      "result": false
+    },
+    {
+      "enabled": true,
+      "empty_iterator_calls": 0,
+      "live_registration_checked": true,
+      "block_callback_order_checked": true,
+      "type_guard_checked": true,
+      "allocated_bytes": 208,
+      "cpu_ns": 809881,
+      "wall_ns": 801517,
+      "measured_calls": 4000000,
+      "result": false
+    }
+  ],
+  "notes": [
+    "Actual publisher whitelist methods inside Fabric; live registration and block-entity callbacks checked.",
+    "Nonempty iteration, callback order, short circuit, null/wrong-type inputs and clearing retain upstream behavior.",
+    "Empty-state iterator counts use a private instrumented set; allocation loop uses normal empty HashSets.",
+    "Entity callbacks with a valid game entity are not exercised by this menu-only fixture.",
+    "JIT escape analysis can remove allocations in an isolated loop; real culling-thread profiles are needed.",
+    "Not a game FPS, whole-game RAM, visual equivalence or Mac GPU benchmark.",
+    "Much of an empty warmed loop may be folded by the JIT; CPU timings are not per-check costs or game speed estimates."
+  ],
+  "provenance": {
+    "source_commit": "35dd69e9a6279fa89d762a0d24e49b0dbdb11b51",
+    "ci_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37164002916",
+    "artifact": "horizon-ubuntu-latest"
+  }
+}

benchmarks/culling-rays-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,57 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
+  "results": [
+    {
+      "enabled": false,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 1040,
+      "cpu_ns": 101807697,
+      "wall_ns": 162651689,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    },
+    {
+      "enabled": true,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 920,
+      "cpu_ns": 118540489,
+      "wall_ns": 235470173,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    }
+  ],
+  "notes": [
+    "Actual upstream culling methods inside Fabric; private fixture invokers do not enter production packs.",
+    "Two interleaved instances and several occluder patterns; matching boolean and query digests.",
+    "Signed zero, tiny/large values, infinities and NaN are exercised directly in ray intersection.",
+    "Unchanged input vectors, independent instance scratch and upstream arithmetic values are checked.",
+    "Allocation and CPU are single warmed caller-loop observations; JIT folding can vary.",
+    "Not a game FPS, visual-equivalence proof, whole-game RAM or Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "7cbe37b60594fb1631bc308f126d7925c4264a18",
+    "command": "python tools/test_culling_rays.py",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37168352974",
+    "job": "portable-mod (ubuntu-latest)",
+    "artifact": "horizon-ubuntu-latest"
+  }
+}

benchmarks/culling-rays-2026-10-04/live-observations.json

@@ -0,0 +1,71 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
+  "platform": "Linux x86_64",
+  "graphics": "llvmpipe software OpenGL",
+  "settings": {
+    "heap_bytes": 3221225472,
+    "gc": "G1",
+    "compact_headers": true,
+    "render_distance": 12,
+    "simulation_distance": 12,
+    "lod_radius_chunks": 128,
+    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
+    "terrain_workers": 2,
+    "runtime_ratio": 0.5,
+    "world_difficulty": "PEACEFUL",
+    "empty_culling_whitelist": false
+  },
+  "results": [
+    {
+      "profile": "m2-balanced",
+      "ray_enabled": false,
+      "elapsed_seconds": 120.02619604,
+      "frame_samples": 599,
+      "tick_samples": 2400,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "culling_allocation_counter": {
+        "thread_id": 49,
+        "thread": "CullThread",
+        "counter_observations": 2,
+        "observed_seconds": 64.509265987,
+        "observed_allocated_bytes": 1817768,
+        "observed_bytes_per_second": 28178.40153949851
+      }
+    },
+    {
+      "profile": "culling-rays",
+      "ray_enabled": true,
+      "elapsed_seconds": 120.099980458,
+      "frame_samples": 584,
+      "tick_samples": 2401,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "culling_allocation_counter": {
+        "thread_id": 49,
+        "thread": "CullThread",
+        "counter_observations": 2,
+        "observed_seconds": 64.321034235,
+        "observed_allocated_bytes": 1798336,
+        "observed_bytes_per_second": 27958.754416629756
+      }
+    }
+  ],
+  "notes": [
+    "Fixed-order single pair using separate copies of the same private saved world and stationary view, with approximately three-minute warm-up before clean frame recordings.",
+    "One earlier candidate frame capture contained pause exclusions and was discarded; its separate preceding allocation recording had already completed.",
+    "Allocation counters have their own roughly 64-second observation spans; recordings started approximately 36-42 seconds after joining. Profiling overhead and JIT/cache effects are not eliminated.",
+    "Both worlds saved and exited with no crash report or remaining game process. The outer foreground control launcher returned 143; it did not expose the game exit status.",
+    "No useful allocation reduction or whole-game speedup is established. Not a Mac, retained-memory or GPU performance benchmark."
+  ],
+  "provenance": {
+    "source_commit": "349724b3b612351daa1616daa79beca8897839ab",
+    "runtime_mod_matches_linux_ci": true,
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37168818519"
+  }
+}

benchmarks/culling-rays-2026-10-04/local-applied-hooks.json

@@ -0,0 +1,54 @@
+{
+  "schema": 1,
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
+  "results": [
+    {
+      "enabled": false,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 24318096,
+      "cpu_ns": 166989515,
+      "wall_ns": 239648128,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    },
+    {
+      "enabled": true,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 920,
+      "cpu_ns": 149367051,
+      "wall_ns": 165549458,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    }
+  ],
+  "notes": [
+    "Actual upstream culling methods inside Fabric; private fixture invokers do not enter production packs.",
+    "Two interleaved instances and several occluder patterns; matching boolean and query digests.",
+    "Signed zero, tiny/large values, infinities and NaN are exercised directly in ray intersection.",
+    "Unchanged input vectors, independent instance scratch and upstream arithmetic values are checked.",
+    "Allocation and CPU are single warmed caller-loop observations; JIT folding can vary.",
+    "Not a game FPS, visual-equivalence proof, whole-game RAM or Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "7cbe37b60594fb1631bc308f126d7925c4264a18",
+    "command": "python tools/test_culling_rays.py"
+  }
+}

benchmarks/debounce-queue-2026-10-03/macos-26.txt

@@ -0,0 +1,14 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Darwin 25.6.0 arm64; logical CPUs 3
+mode=upstream size=1 polls=2050320 worker_cpu_ms=218.517 wall_ms=250.000 worker_allocated_bytes=65610240
+mode=wait size=1 polls=24 worker_cpu_ms=1.116 wall_ms=250.103 worker_allocated_bytes=768
+mode=upstream size=1 polls=2641880 worker_cpu_ms=247.157 wall_ms=250.000 worker_allocated_bytes=84540160
+mode=wait size=1 polls=26 worker_cpu_ms=0.873 wall_ms=258.012 worker_allocated_bytes=832
+mode=upstream size=1 polls=2502067 worker_cpu_ms=248.481 wall_ms=250.000 worker_allocated_bytes=80066144
+mode=wait size=1 polls=22 worker_cpu_ms=0.693 wall_ms=252.426 worker_allocated_bytes=704
+mode=upstream size=64 polls=1073260 worker_cpu_ms=249.930 wall_ms=250.000 worker_allocated_bytes=34344320
+mode=wait size=64 polls=21 worker_cpu_ms=0.624 wall_ms=251.431 worker_allocated_bytes=672
+mode=upstream size=64 polls=1117775 worker_cpu_ms=248.519 wall_ms=250.000 worker_allocated_bytes=35768800
+mode=wait size=64 polls=66 worker_cpu_ms=1.172 wall_ms=252.401 worker_allocated_bytes=2112
+mode=upstream size=64 polls=1017233 worker_cpu_ms=248.550 wall_ms=250.000 worker_allocated_bytes=32551456
+mode=wait size=64 polls=74 worker_cpu_ms=1.154 wall_ms=250.207 worker_allocated_bytes=2368

benchmarks/debounce-queue-2026-10-03/ubuntu-latest.txt

@@ -0,0 +1,14 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
+mode=upstream size=1 polls=3147912 worker_cpu_ms=248.446 wall_ms=250.000 worker_allocated_bytes=100733184
+mode=wait size=1 polls=234 worker_cpu_ms=3.085 wall_ms=250.068 worker_allocated_bytes=7488
+mode=upstream size=1 polls=3108002 worker_cpu_ms=249.985 wall_ms=250.000 worker_allocated_bytes=99456064
+mode=wait size=1 polls=235 worker_cpu_ms=2.960 wall_ms=250.088 worker_allocated_bytes=7520
+mode=upstream size=1 polls=3073051 worker_cpu_ms=248.404 wall_ms=250.000 worker_allocated_bytes=98337632
+mode=wait size=1 polls=235 worker_cpu_ms=2.904 wall_ms=250.067 worker_allocated_bytes=7520
+mode=upstream size=64 polls=999765 worker_cpu_ms=248.680 wall_ms=250.000 worker_allocated_bytes=31992480
+mode=wait size=64 polls=235 worker_cpu_ms=2.887 wall_ms=250.067 worker_allocated_bytes=7520
+mode=upstream size=64 polls=999096 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=31971072
+mode=wait size=64 polls=234 worker_cpu_ms=2.890 wall_ms=250.068 worker_allocated_bytes=7488
+mode=upstream size=64 polls=992373 worker_cpu_ms=249.987 wall_ms=250.000 worker_allocated_bytes=31755936
+mode=wait size=64 polls=234 worker_cpu_ms=2.891 wall_ms=250.068 worker_allocated_bytes=7488

benchmarks/debounce-queue-2026-10-03/windows-latest.txt

@@ -0,0 +1,14 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Windows 2025Server AMD64; logical CPUs 4
+mode=upstream size=1 polls=3016566 worker_cpu_ms=234.375 wall_ms=250.000 worker_allocated_bytes=96530112
+mode=wait size=1 polls=173 worker_cpu_ms=0.000 wall_ms=250.006 worker_allocated_bytes=5536
+mode=upstream size=1 polls=2991508 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=95728256
+mode=wait size=1 polls=175 worker_cpu_ms=0.000 wall_ms=250.856 worker_allocated_bytes=5600
+mode=upstream size=1 polls=2979343 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=95338976
+mode=wait size=1 polls=171 worker_cpu_ms=0.000 wall_ms=251.306 worker_allocated_bytes=5472
+mode=upstream size=64 polls=1001664 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=32053248
+mode=wait size=64 polls=168 worker_cpu_ms=0.000 wall_ms=250.695 worker_allocated_bytes=5376
+mode=upstream size=64 polls=1001600 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=32051200
+mode=wait size=64 polls=166 worker_cpu_ms=0.000 wall_ms=250.593 worker_allocated_bytes=5312
+mode=upstream size=64 polls=988856 worker_cpu_ms=234.375 wall_ms=250.000 worker_allocated_bytes=31643392
+mode=wait size=64 polls=171 worker_cpu_ms=0.000 wall_ms=250.557 worker_allocated_bytes=5472

benchmarks/debounce-queue-2026-10-04/live-observations.json

@@ -0,0 +1,196 @@
+{
+  "schema": 1,
+  "measurement": "Single fixed-order stationary Linux software-rendered pair; targeted allocation observation, not a statistical FPS/RAM comparison",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "java_vendor": "Ubuntu",
+  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+  "graphics": "llvmpipe LLVM21.1.8 OpenGL, 1280x800",
+  "captured_settings_match": true,
+  "settings": {
+    "render_distance": 12,
+    "simulation_distance": 12,
+    "lod_radius": 128,
+    "lod_quality": "MEDIUM/MEDIUM BLOCK",
+    "terrain_workers": 2,
+    "runtime_ratio_start_and_end": 0.5,
+    "world_difficulty": "PEACEFUL",
+    "fov": 70,
+    "heap_max": "3G",
+    "collector": "G1",
+    "compact_headers": true,
+    "frame_limit": "uncapped",
+    "other_original_controllers": false,
+    "interruptible_terrain_read": true
+  },
+  "runs": [
+    {
+      "profile": "m2-balanced",
+      "elapsed_seconds": 120.305371929,
+      "frame_samples": 230,
+      "tick_samples": 2401,
+      "tick_elapsed_seconds": 120.040272048,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "frame_stats": {
+        "count": 230,
+        "meanMs": 519.2565329826086,
+        "p50Ms": 492.583608,
+        "p95Ms": 700.364095,
+        "p99Ms": 803.28719,
+        "maxMs": 955.16614,
+        "meanRate": 1.9258303679994195,
+        "lowOnePercentRate": 1.146414365311511,
+        "over16Ms": 230,
+        "over33Ms": 230,
+        "over50Ms": 230,
+        "over100Ms": 230
+      },
+      "tick_execution_stats": {
+        "count": 2401,
+        "meanMs": 9.248066071636819,
+        "p50Ms": 8.529226,
+        "p95Ms": 16.494711,
+        "p99Ms": 23.483163,
+        "maxMs": 65.248147,
+        "meanRate": 108.13071535755256,
+        "lowOnePercentRate": 29.893225023275733,
+        "over16Ms": 113,
+        "over33Ms": 9,
+        "over50Ms": 2,
+        "over100Ms": 0
+      },
+      "process_cpu_seconds": 432.81,
+      "process_rss_peak_sampled_bytes": 2898677760,
+      "queue_wait": false,
+      "wakeable_idle": false,
+      "queue_allocation_counters": [
+        {
+          "thread_id": 86,
+          "thread": "DH-Chunk Update Queue [minecraft:overworld] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.391610411,
+          "observed_allocated_bytes": 982644080,
+          "observed_bytes_per_second": 15260436.471893786
+        },
+        {
+          "thread_id": 93,
+          "thread": "DH-Chunk Update Queue [minecraft:the_end] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.391610411,
+          "observed_allocated_bytes": 66520,
+          "observed_bytes_per_second": 1033.0538338055978
+        },
+        {
+          "thread_id": 98,
+          "thread": "DH-Chunk Update Queue [minecraft:the_nether] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.391610411,
+          "observed_allocated_bytes": 66408,
+          "observed_bytes_per_second": 1031.3144767793467
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 178.149902,
+      "preceding_jfr_gc_pause_longest_ms": 34.011115,
+      "world_save_and_exit_zero": true
+    },
+    {
+      "profile": "queue-wait",
+      "elapsed_seconds": 120.448597645,
+      "frame_samples": 225,
+      "tick_samples": 2401,
+      "tick_elapsed_seconds": 120.040563501,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "frame_stats": {
+        "count": 225,
+        "meanMs": 529.5368389244444,
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+        "meanRate": 1.8884427418328913,
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+        "over16Ms": 225,
+        "over33Ms": 225,
+        "over50Ms": 225,
+        "over100Ms": 225
+      },
+      "tick_execution_stats": {
+        "count": 2401,
+        "meanMs": 9.375896729279466,
+        "p50Ms": 8.803401,
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+        "lowOnePercentRate": 31.02504677094056,
+        "over16Ms": 128,
+        "over33Ms": 7,
+        "over50Ms": 2,
+        "over100Ms": 0
+      },
+      "process_cpu_seconds": 430.67,
+      "process_rss_peak_sampled_bytes": 2989219840,
+      "queue_wait": true,
+      "wakeable_idle": true,
+      "queue_allocation_counters": [
+        {
+          "thread_id": 88,
+          "thread": "DH-Chunk Update Queue [minecraft:overworld] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.387296767,
+          "observed_allocated_bytes": 739640,
+          "observed_bytes_per_second": 11487.359108684974
+        },
+        {
+          "thread_id": 93,
+          "thread": "DH-Chunk Update Queue [minecraft:the_nether] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.387296767,
+          "observed_allocated_bytes": 0,
+          "observed_bytes_per_second": 0.0
+        },
+        {
+          "thread_id": 100,
+          "thread": "DH-Chunk Update Queue [minecraft:the_end] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.387296767,
+          "observed_allocated_bytes": 0,
+          "observed_bytes_per_second": 0.0
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 151.522451,
+      "preceding_jfr_gc_pause_longest_ms": 47.79999,
+      "world_save_and_exit_zero": true
+    }
+  ],
+  "provenance": {
+    "production_mod_source_commit": "24c65f512dece83b153b206e33cd4c4294b42de2",
+    "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
+    "source_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
+    "first_saved_cameras_match": true,
+    "saved_camera": {
+      "position": [
+        -56.5,
+        69.0,
+        55.5
+      ],
+      "rotation": [
+        141.5,
+        16.950002670288086
+      ]
+    }
+  },
+  "notes": [
+    "Separate copies of the same private world; candidate then control. JFR begins about121seconds after demo dismissal; frame capture begins about307seconds after dismissal.",
+    "JFR allocation counters span about64seconds; pause measurements are from the preceding JFR recordings, not the later frame capture.",
+    "Recorded overworld queue allocation counter rate is about15.3MB/s upstream versus11.5KB/s with waiting. Task-completion and generated geometry volumes are not controlled quantitatively.",
+    "Control has230frames versus225candidate; sampled peak RSS is lower in control, and later whole-process CPU differences are small. No game FPS, retained-memory or whole-process CPU improvement is established.",
+    "Daylight advances normally; lighting, entity activity and cache/JIT differences are not fully controlled. No Apple Silicon or hardware-GPU result.",
+    "Tick meanRate is inverse execution duration, not observed TPS. Both recordings contain2401tick execution samples over about120seconds.",
+    "Actual JSON/CSV viewer comparisons and390pxlayout pass. The real discarded capture with zero eligible frames and209exclusions is rejected by the viewer and excluded from performance comparisons.",
+    "No private worlds, full game logs or JFR recordings are published."
+  ]
+}

benchmarks/dispatch-retry-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,34 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "results": [
+    {
+      "enabled": false,
+      "submission_allocated_bytes": 216987192,
+      "submission_cpu_ns": 372949442,
+      "submission_wall_ns": 401548875,
+      "rejections": 63790,
+      "tasks_completed": 2,
+      "occupied_slots": 0
+    },
+    {
+      "enabled": true,
+      "submission_allocated_bytes": 103384,
+      "submission_cpu_ns": 941367,
+      "submission_wall_ns": 959453,
+      "rejections": 6,
+      "tasks_completed": 2,
+      "occupied_slots": 0
+    }
+  ],
+  "notes": [
+    "Synthetic full physical worker queue; both modes use the actual publisher dispatcher inside Fabric.",
+    "Allocation and CPU measure the submission caller only; retry scheduler activity is excluded.",
+    "Upstream keeps the caller blocked for the requested 200 ms observation window; patched returns earlier.",
+    "Both modes verify exact task counts, recovered occupied slots and fixture worker shutdown.",
+    "Not a game FPS, terrain completion, whole-game RAM, or hardware compatibility benchmark."
+  ]
+}

benchmarks/idle-queue-2026-10-03/macos-26.txt

@@ -0,0 +1,42 @@
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benchmarks/idle-queue-2026-10-03/ubuntu-latest.txt

@@ -0,0 +1,42 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
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+mode=wakeable trial=19 incoming_after_idle_ms=5.148 publication_to_pop_ms=0.051

benchmarks/idle-queue-2026-10-03/windows-latest.txt

@@ -0,0 +1,42 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Windows 2025Server AMD64; logical CPUs 4
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benchmarks/mac-vulkan-2026-10-04/live-observations.json

@@ -0,0 +1,930 @@
+{
+  "schema": 1,
+  "measurement": "Failed hosted macOS Vulkan graphics probes, not performance measurements",
+  "source_commit": "8282a731ecc08691f798a3ec596c7cc1d4f1dad1",
+  "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37193558884",
+  "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+  "cases": [
+    {
+      "case": [
+        "--profile",
+        "baseline",
+        "--backend",
+        "vulkan"
+      ],
+      "exit_code": 1,
+      "failure": [
+        {
+          "exit_code": 1,
+          "result_count": 0,
+          "java_exception_types": [
+            "java.lang.AssertionError",
+            "java.lang.RuntimeException"
+          ],
+          "expected_demo_authentication_errors_observed": true,
+          "backend_attempts": [
+            {
+              "backend": "Vulkan",
+              "operation": "load_library",
+              "result": "success"
+            },
+            {
+              "backend": "Vulkan",
+              "operation": "create_device",
+              "result": "success"
+            }
+          ],
+          "created_devices": [
+            {
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+            }
+          ],
+          "client_initializer_reached": true,
+          "readback_requested": true,
+          "vulkan_error_codes": [
+            "VK_ERROR_FEATURE_NOT_PRESENT"
+          ],
+          "fatal_jvm_error": false,
+          "profile": "baseline",
+          "preferred_backend": "vulkan"
+        }
+      ]
+    },
+    {
+      "case": [
+        "--profile",
+        "core-performance",
+        "--backend",
+        "vulkan"
+      ],
+      "exit_code": 1,
+      "failure": [
+        {
+          "exit_code": 1,
+          "result_count": 0,
+          "java_exception_types": [
+            "java.lang.AssertionError",
+            "java.lang.RuntimeException"
+          ],
+          "expected_demo_authentication_errors_observed": true,
+          "backend_attempts": [
+            {
+              "backend": "Vulkan",
+              "operation": "load_library",
+              "result": "success"
+            },
+            {
+              "backend": "Vulkan",
+              "operation": "create_device",
+              "result": "success"
+            }
+          ],
+          "created_devices": [
+            {
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+            }
+          ],
+          "client_initializer_reached": true,
+          "readback_requested": true,
+          "vulkan_error_codes": [
+            "VK_ERROR_FEATURE_NOT_PRESENT"
+          ],
+          "fatal_jvm_error": false,
+          "profile": "core-performance",
+          "preferred_backend": "vulkan"
+        }
+      ]
+    },
+    {
+      "case": [
+        "--profile",
+        "vulkan"
+      ],
+      "exit_code": 1,
+      "failure": [
+        {
+          "exit_code": 1,
+          "result_count": 0,
+          "java_exception_types": [
+            "java.lang.AssertionError",
+            "java.lang.RuntimeException"
+          ],
+          "expected_demo_authentication_errors_observed": true,
+          "backend_attempts": [
+            {
+              "backend": "Vulkan",
+              "operation": "load_library",
+              "result": "success"
+            },
+            {
+              "backend": "Vulkan",
+              "operation": "create_device",
+              "result": "success"
+            }
+          ],
+          "created_devices": [
+            {
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+            }
+          ],
+          "client_initializer_reached": true,
+          "readback_requested": true,
+          "vulkan_error_codes": [
+            "VK_ERROR_FEATURE_NOT_PRESENT"
+          ],
+          "fatal_jvm_error": false,
+          "profile": "vulkan",
+          "preferred_backend": "vulkan"
+        }
+      ]
+    }
+  ],
+  "limits": [
+    "Apple Paravirtual device and MoltenVK on a hosted ARM Mac; not physical M2 Pro GPU testing.",
+    "Library/device creation and readback request were observed, but no completed nonuniform readback report was produced.",
+    "All failures retained; neither successful rendering nor a screenshot-specific root cause is established.",
+    "Baseline includes the same original measurement mod and private test fixture; no core optimization mods or distant terrain.",
+    "Full logs, screenshots, game binaries and assets remain private.",
+    "Later selected stack locations place the observed failures in the screenshot callback; the independently logged Vulkan identifier is not established as their cause.",
+    "Actual assertions rejected uniform callback images in all three cases. Overlay state was not recorded, and displayed-window correctness is not established.",
+    "After guarding overlays, core/distant-terrain title readbacks pass but vanilla remains uniform; the aggregate research run fails. No world-rendering or physical-M2 claim.",
+    "Later world probes pass all three Vulkan cases on the hosted Mac; failed title cases remain retained. These are short startup/readback/save probes, not physical-GPU performance tests."
+  ],
+  "later_stack_run": {
+    "source_commit": "a77476b54e7bf4a1b3a96cb9d8108ed7c1c7b2b0",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37193954843",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "baseline",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "core-performance",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "vulkan",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      }
+    ]
+  },
+  "later_pixel_run": {
+    "source_commit": "213498c77ed643617083dacf4aaa283a1cb4815a",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37194354615",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "baseline",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "core-performance",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "vulkan",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      }
+    ]
+  },
+  "later_overlay_run": {
+    "source_commit": "a1d8c1b8246008ac4076cdcaf0f64c71eaf4c767",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37194690645",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "baseline",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "title",
+              "title_screen_observed": true,
+              "world_loaded": false,
+              "ready_client_ticks": 42,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 105,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 163,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "3c802923766cf9e7f45020bc2d858c23de655cb8e35fa058a050e7b09a1d3708",
+              "profile": "core-performance",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "title",
+              "title_screen_observed": true,
+              "world_loaded": false,
+              "ready_client_ticks": 42,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 122,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 163,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "3c802923766cf9e7f45020bc2d858c23de655cb8e35fa058a050e7b09a1d3708",
+              "profile": "vulkan",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      }
+    ]
+  },
+  "later_world_run": {
+    "source_commit": "5f9f973295c5cc948a6999a849c2c843f5e831f6",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37195149166",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan",
+          "--world"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "world",
+              "title_screen_observed": false,
+              "world_loaded": true,
+              "ready_client_ticks": 42,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 323,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 1278,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "9e9be2562390f24fe8c8e0442ef9cdfd47910febd95d8f0c0f5706191a53f1f6",
+              "profile": "baseline",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan",
+          "--world"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "world",
+              "title_screen_observed": false,
+              "world_loaded": true,
+              "ready_client_ticks": 51,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 90,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 1024,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "e0a6ad253ca0490b35217ce9ad799dc7d4c04e4ecf446eeacd1aa5196db317bb",
+              "profile": "core-performance",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan",
+          "--world"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "world",
+              "title_screen_observed": false,
+              "world_loaded": true,
+              "ready_client_ticks": 53,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 88,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 1287,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "a17d1740e34cc9f49b67a4c56f51d0843f756e9d2eb3d19d6a926ad5f8f0ed36",
+              "profile": "vulkan",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      }
+    ]
+  },
+  "local_linux_core_vulkan_world": {
+    "schema": 1,
+    "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+    "architecture": "x86_64",
+    "minecraft": "26.3",
+    "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+    "results": [
+      {
+        "observed_mode": "world",
+        "title_screen_observed": false,
+        "world_loaded": true,
+        "ready_client_ticks": 47,
+        "window_active": true,
+        "overlay_present": false,
+        "overlay_wait_ticks": 111,
+        "framebuffer_width": 1280,
+        "framebuffer_height": 800,
+        "sampled_pixels": 4288,
+        "distinct_sampled_rgb": 1895,
+        "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+        "graphics_backend": "Vulkan",
+        "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)",
+        "private_png_sha256": "52b26102b3037cab4ab6b7011a6c1255eebaa808d1d3dd5e77ff23fcde092acb",
+        "profile": "core-performance",
+        "preferred_backend": "vulkan",
+        "launcher_exit_code": 0,
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ]
+      }
+    ],
+    "limits": [
+      "Short scene startup and nonuniform framebuffer readback only.",
+      "World mode uses the ordinary limited demo; world files remain private.",
+      "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+      "Vulkan preference can fall back; inspect the observed backend.",
+      "PNG images, assets and full logs remain in the private runtime directory."
+    ]
+  }
+}

benchmarks/object-headers-2026-10-03/macos-26.txt

@@ -0,0 +1,104 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Darwin 25.6.0 arm64; logical CPUs 3
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benchmarks/object-headers-2026-10-03/ubuntu-latest.txt

@@ -0,0 +1,104 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
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benchmarks/object-headers-2026-10-03/windows-latest.txt

@@ -0,0 +1,104 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
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+type=Long objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Long objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000
+type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000
+type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000
+fork=2 requested_compact_headers=False
+compact_object_headers=false
+type=AABB objects=100000 allocated_bytes=6400000 bytes_per_object=64.000
+type=AABB objects=100000 allocated_bytes=6400000 bytes_per_object=64.000
+type=AABB objects=100000 allocated_bytes=6400000 bytes_per_object=64.000
+type=Vec3 objects=100000 allocated_bytes=4000000 bytes_per_object=40.000
+type=Vec3 objects=100000 allocated_bytes=4000000 bytes_per_object=40.000
+type=Vec3 objects=100000 allocated_bytes=4000000 bytes_per_object=40.000
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+type=DhChunkPos objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=DhChunkPos objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=Long objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=Long objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=Long objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=Object objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Object objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Object objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+fork=2 requested_compact_headers=True
+compact_object_headers=true
+type=AABB objects=100000 allocated_bytes=5600000 bytes_per_object=56.000
+type=AABB objects=100000 allocated_bytes=5600000 bytes_per_object=56.000
+type=AABB objects=100000 allocated_bytes=5600000 bytes_per_object=56.000
+type=Vec3 objects=100000 allocated_bytes=3200000 bytes_per_object=32.000
+type=Vec3 objects=100000 allocated_bytes=3200000 bytes_per_object=32.000
+type=Vec3 objects=100000 allocated_bytes=3200000 bytes_per_object=32.000
+type=DhChunkPos objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=DhChunkPos objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=DhChunkPos objects=100000 allocated_bytes=2400000 bytes_per_object=24.000
+type=Long objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Long objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Long objects=100000 allocated_bytes=1600000 bytes_per_object=16.000
+type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000
+type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000
+type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000

benchmarks/quad-reuse-2026-10-04/exploratory-observations.json

@@ -0,0 +1,67 @@
+{
+  "schema": 1,
+  "purpose": "Earlier private quad-reuse explorations; CPU mixed and allocation reduction is not retained RAM/FPS",
+  "original_mod_sha256": "98f8db7ca8962a71625eef835f57d25c8afb802f2cf1b7c4c832fc070757e011",
+  "private_fixture_sources": "Uncommitted private prototype before the production-hook fixture; not the final reproducible protocol",
+  "observations": [
+    {
+      "private_probe": "latest-discarded-object",
+      "results": [
+        {
+          "enabled": false,
+          "applied_hook_checked": true,
+          "geometry_digest": "31509677879305c6a721677b38516fda0336f8c7b53dc3946839eb6fbf7fd0ee",
+          "geometry_quads": 108358,
+          "input_faces": 55296,
+          "measured_faces": 3072000,
+          "checksum": 60000,
+          "cpu_ns": 166481448,
+          "allocated_bytes": 144576000,
+          "observations": [
+            {
+              "cpu_ns": 54349387,
+              "allocated_bytes": 48192000
+            },
+            {
+              "cpu_ns": 84133914,
+              "allocated_bytes": 48192000
+            },
+            {
+              "cpu_ns": 27998147,
+              "allocated_bytes": 48192000
+            }
+          ]
+        },
+        {
+          "enabled": true,
+          "applied_hook_checked": true,
+          "geometry_digest": "31509677879305c6a721677b38516fda0336f8c7b53dc3946839eb6fbf7fd0ee",
+          "geometry_quads": 108358,
+          "input_faces": 55296,
+          "measured_faces": 3072000,
+          "checksum": 60000,
+          "cpu_ns": 185505067,
+          "allocated_bytes": 2016000,
+          "observations": [
+            {
+              "cpu_ns": 59897923,
+              "allocated_bytes": 672000
+            },
+            {
+              "cpu_ns": 63778316,
+              "allocated_bytes": 672000
+            },
+            {
+              "cpu_ns": 61828828,
+              "allocated_bytes": 672000
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "private_probe": "first-discarded-object",
+      "results": []
+    }
+  ]
+}

benchmarks/quad-reuse-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,75 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "results": [
+    {
+      "enabled": false,
+      "applied_hook_checked": true,
+      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
+      "geometry_quads": 108358,
+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 40437624,
+      "allocated_bytes": 144576000,
+      "observations": [
+        {
+          "cpu_ns": 13455029,
+          "allocated_bytes": 48192000
+        },
+        {
+          "cpu_ns": 13828075,
+          "allocated_bytes": 48192000
+        },
+        {
+          "cpu_ns": 13154520,
+          "allocated_bytes": 48192000
+        }
+      ]
+    },
+    {
+      "enabled": true,
+      "applied_hook_checked": true,
+      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
+      "geometry_quads": 108358,
+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 44074799,
+      "allocated_bytes": 2016000,
+      "observations": [
+        {
+          "cpu_ns": 16004752,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 14047833,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 14022214,
+          "allocated_bytes": 672000
+        }
+      ]
+    }
+  ],
+  "notes": [
+    "Actual publisher quad builder inside Fabric with generated faces and lighting/material values.",
+    "Opaque/translucent geometry, pooled error flags and every retained quad field match before and after upstream merging.",
+    "Fresh allocations reuse at most one discarded successful-premerge quad; existing pool selection stays upstream.",
+    "Three sequential warmed caller-loop observations are not independent forks; compilation can vary.",
+    "Allocation reduction is not retained RAM, game FPS or a Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37175709062"
+  }
+}

benchmarks/quad-reuse-2026-10-04/live-observations.json

@@ -0,0 +1,166 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "platform": "Linux x86_64",
+  "graphics": "llvmpipe software OpenGL",
+  "settings": {
+    "heap_bytes": 3221225472,
+    "gc": "G1",
+    "compact_headers": true,
+    "render_distance": 12,
+    "simulation_distance": 12,
+    "lod_radius_chunks": 128,
+    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
+    "terrain_workers": 2,
+    "runtime_ratio": 0.5,
+    "world_difficulty": "PEACEFUL"
+  },
+  "results": [
+    {
+      "profile": "m2-balanced",
+      "quad_reuse_enabled": false,
+      "elapsed_seconds": 120.415309971,
+      "frame_samples": 220,
+      "tick_samples": 2400,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "frame_stats": {
+        "count": 220,
+        "meanMs": 542.3438610045455,
+        "p50Ms": 522.365908,
+        "p95Ms": 713.237831,
+        "p99Ms": 860.91664,
+        "maxMs": 885.115974,
+        "meanRate": 1.8438486574693962,
+        "lowOnePercentRate": 1.1446485854821962,
+        "over16Ms": 220,
+        "over33Ms": 220,
+        "over50Ms": 220,
+        "over100Ms": 220
+      },
+      "tick_stats": {
+        "count": 2400,
+        "meanMs": 9.639125558749999,
+        "p50Ms": 9.137695,
+        "p95Ms": 16.989389,
+        "p99Ms": 25.152306,
+        "maxMs": 52.879001,
+        "meanRate": 103.74385040479541,
+        "lowOnePercentRate": 30.37834831626593,
+        "over16Ms": 133,
+        "over33Ms": 8,
+        "over50Ms": 2,
+        "over100Ms": 0
+      },
+      "process_rss_peak_sampled_bytes": 3129790464,
+      "render_loader_allocation_counters": [
+        {
+          "thread_id": 124,
+          "thread": "DH-Render Loader Thread[1]",
+          "counter_observations": 2,
+          "observed_seconds": 64.375191422,
+          "observed_allocated_bytes": 97869576,
+          "observed_bytes_per_second": 1520299.5725237317
+        },
+        {
+          "thread_id": 123,
+          "thread": "DH-Render Loader Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.375191422,
+          "observed_allocated_bytes": 91443128,
+          "observed_bytes_per_second": 1420471.5509203072
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 263.975028,
+      "preceding_jfr_gc_pause_longest_ms": 45.0698
+    },
+    {
+      "profile": "quad-reuse",
+      "quad_reuse_enabled": true,
+      "elapsed_seconds": 120.476138714,
+      "frame_samples": 224,
+      "tick_samples": 2401,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "frame_stats": {
+        "count": 224,
+        "meanMs": 532.6331643258928,
+        "p50Ms": 505.6209,
+        "p95Ms": 735.235244,
+        "p99Ms": 774.189261,
+        "maxMs": 926.006251,
+        "meanRate": 1.8774647674551252,
+        "lowOnePercentRate": 1.208934822852848,
+        "over16Ms": 224,
+        "over33Ms": 224,
+        "over50Ms": 224,
+        "over100Ms": 224
+      },
+      "tick_stats": {
+        "count": 2401,
+        "meanMs": 9.308558193669304,
+        "p50Ms": 8.82277,
+        "p95Ms": 16.529268,
+        "p99Ms": 22.206144,
+        "maxMs": 95.741877,
+        "meanRate": 107.42802259968617,
+        "lowOnePercentRate": 30.32324112917506,
+        "over16Ms": 114,
+        "over33Ms": 8,
+        "over50Ms": 3,
+        "over100Ms": 0
+      },
+      "process_rss_peak_sampled_bytes": 3100016640,
+      "render_loader_allocation_counters": [
+        {
+          "thread_id": 125,
+          "thread": "DH-Render Loader Thread[1]",
+          "counter_observations": 2,
+          "observed_seconds": 64.347664971,
+          "observed_allocated_bytes": 116155920,
+          "observed_bytes_per_second": 1805130.3035214841
+        },
+        {
+          "thread_id": 124,
+          "thread": "DH-Render Loader Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.347664971,
+          "observed_allocated_bytes": 104401656,
+          "observed_bytes_per_second": 1622462.229935638
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 166.770211,
+      "preceding_jfr_gc_pause_longest_ms": 46.786101
+    }
+  ],
+  "provenance": {
+    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37175709062",
+    "runtime_mod_matches_linux_ci": true,
+    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
+    "source_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
+    "first_saved_player_position": [
+      -56.5,
+      69.0,
+      55.5
+    ],
+    "first_saved_player_rotation": [
+      141.5,
+      16.950002670288086
+    ],
+    "first_saved_cameras_matched": true
+  },
+  "notes": [
+    "Fixed-order candidate then control single pair from separate copies of the same private world. Both stationary captures start approximately 307 seconds after the demo popup is dismissed; first saved cameras match.",
+    "Both reports have zero menu/pause/focus exclusions, no dropped samples and matching captured settings apart from the isolated quad hook. CSV counts and actual offline viewer timelines pass.",
+    "The preceding 60-second JFR recordings begin approximately 121 seconds after dismissal. Allocation counters have their own approximately 64-second spans; GC pause data is from those recordings, not from the later frame captures.",
+    "Render-loader allocation counter rates are higher in this candidate observation. Task-completion/geometry volumes and cache/JIT effects are not controlled quantitatively. No useful live allocation improvement is established.",
+    "Frame count and sampled peak RSS differences in this single software-rendered pair do not establish a meaningful game speed or retained-memory gain. RSS is not complete GPU/unified RAM. Not an Apple Silicon benchmark.",
+    "Candidate saved, reloaded, saved again and exited with launcher code zero. Control saved, closed all terrain databases and exited with launcher code zero.",
+    "No private worlds, full game logs or JFR recordings are included in these selected observations."
+  ]
+}

benchmarks/quad-reuse-2026-10-04/local-applied-hooks.json

@@ -0,0 +1,75 @@
+{
+  "schema": 1,
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "results": [
+    {
+      "enabled": false,
+      "applied_hook_checked": true,
+      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
+      "geometry_quads": 108358,
+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 198847198,
+      "allocated_bytes": 144576000,
+      "observations": [
+        {
+          "cpu_ns": 82119774,
+          "allocated_bytes": 48192000
+        },
+        {
+          "cpu_ns": 60671068,
+          "allocated_bytes": 48192000
+        },
+        {
+          "cpu_ns": 56056356,
+          "allocated_bytes": 48192000
+        }
+      ]
+    },
+    {
+      "enabled": true,
+      "applied_hook_checked": true,
+      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
+      "geometry_quads": 108358,
+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 178894413,
+      "allocated_bytes": 2016000,
+      "observations": [
+        {
+          "cpu_ns": 60070905,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 60020252,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 58803256,
+          "allocated_bytes": 672000
+        }
+      ]
+    }
+  ],
+  "notes": [
+    "Actual publisher quad builder inside Fabric with generated faces and lighting/material values.",
+    "Opaque/translucent geometry, pooled error flags and every retained quad field match before and after upstream merging.",
+    "Fresh allocations reuse at most one discarded successful-premerge quad; existing pool selection stays upstream.",
+    "Three sequential warmed caller-loop observations are not independent forks; compilation can vary.",
+    "Allocation reduction is not retained RAM, game FPS or a Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
+    "fixture_protocol": "55,296 generated faces plus four concurrent builders, geometry/list boundaries checked before and after upstream merge; warm 2,000 batches, then 500 warm batches and 2,000 measured batches per sequential observation, 512 faces/batch"
+  }
+}

benchmarks/quad-reuse-2026-10-04/local-shallow-size-applied.json

@@ -0,0 +1,87 @@
+{
+  "schema": 1,
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "results": [
+    {
+      "enabled": false,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    },
+    {
+      "enabled": true,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 56,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    },
+    {
+      "enabled": false,
+      "compact_headers": true,
+      "builder_shallow_bytes": 40,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    },
+    {
+      "enabled": true,
+      "compact_headers": true,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 48,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    }
+  ],
+  "differences": [
+    {
+      "compact_headers": false,
+      "additional_builder_shallow_bytes": 0,
+      "additional_builder_and_scratch_bytes": 56
+    },
+    {
+      "compact_headers": true,
+      "additional_builder_shallow_bytes": 8,
+      "additional_builder_and_scratch_bytes": 56
+    }
+  ],
+  "notes": [
+    "Instrumentation.getObjectSize measures shallow object sizes inside real applied Fabric clients.",
+    "Four adjacent north-facing quads premerge to one retained geometry quad in each combination.",
+    "Builder plus pending scratch difference excludes referenced lists, existing pools and every other game object.",
+    "Object alignment/header/compressed-reference settings can differ on other JVMs or architectures.",
+    "Not deep heap, GC residency, whole-game RSS/unified RAM, FPS or Apple Silicon performance.",
+    "The agent and fixture are private test binaries excluded from playable packs."
+  ],
+  "provenance": {
+    "source_commit": "1243e148d455cd83f18b66f70bcfe2b8a4b746c9",
+    "four_processes_exited_successfully": true,
+    "agent_path_with_spaces_verified_separately": true
+  }
+}

benchmarks/quad-reuse-2026-10-04/shallow-size-observations.json

@@ -0,0 +1,69 @@
+{
+  "schema": 1,
+  "measurement": "Instrumentation.getObjectSize inside four private applied Fabric clients",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "java_vendor": "Ubuntu",
+  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "production_source_commit": "24c65f512dece83b153b206e33cd4c4294b42de2",
+  "results": [
+    {
+      "enabled": false,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1
+    },
+    {
+      "enabled": true,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 56,
+      "geometry_quads": 1
+    },
+    {
+      "enabled": false,
+      "compact_headers": true,
+      "builder_shallow_bytes": 40,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1
+    },
+    {
+      "enabled": true,
+      "compact_headers": true,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 48,
+      "geometry_quads": 1
+    }
+  ],
+  "differences": [
+    {
+      "compact_headers": false,
+      "additional_builder_shallow_bytes": 0,
+      "additional_builder_and_scratch_bytes": 56
+    },
+    {
+      "compact_headers": true,
+      "additional_builder_shallow_bytes": 8,
+      "additional_builder_and_scratch_bytes": 56
+    }
+  ],
+  "provenance": {
+    "protocol": "Initial private size agent and corrected system-loader reflection probe; metadata was later expanded in the reusable source.",
+    "agent_source_sha256": "4783850bf80e9eb0379570bb7794a610406b48bddd7fe36ff499222d01e789b1",
+    "fixture_source_sha256": "842514f97116a1e9cf5eb9a4b951657c90f7639effdfd526357831e2424282bf"
+  },
+  "notes": [
+    "Shallow object sizes only, not a heap walk or whole-game memory measurement.",
+    "Four north-facing adjacent quads produce one retained geometry quad in every process.",
+    "Header modes use separate upstream/patched JVMs.",
+    "Layouts can differ with JVM, architecture, compressed references and object alignment.",
+    "The hook remains optional; these sizes do not establish an FPS or RAM improvement.",
+    "No test agent binaries, game binaries, private worlds, full logs or JFR recordings are published."
+  ]
+}

benchmarks/rust-active-effect-tick-2026-10-07/scoped-parity.json

@@ -0,0 +1,299 @@
+{
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+    "crates/horizon-world/examples/active_effect_tick_fixture.rs": "243811dae9d40ce062afd26564125ad06c431a799d19b618e0d0db5340ce9153"
+  },
+  "fixtures_sha256": {
+    ".local/rust-active-effect-tick-parity/inputs.txt": "9856f0340d403d38a530563f6195ac2a71440564b383238e185fa864985282dd",
+    ".local/rust-active-effect-tick-parity/inputs-client.txt": "92124cc0ae75c2a886acdca055350827bbd539a19c656d6bca5eeae516039ce0",
+    ".local/rust-active-effect-tick-parity/inputs-server.txt": "9d09603803169cafe1985dff5f07494059ba9be7a2ef3ed51bc02d421e7d0532"
+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "8a5c57f03b84499e636e13502e88e205b2f88a64052a484ce81ce85b173b78cf",
+      "rust_output_sha256": "8a5c57f03b84499e636e13502e88e205b2f88a64052a484ce81ce85b173b78cf",
+      "matched_output_lines": 1732406
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "1b57c55f0645d4d3c74386c06319da11f391ccc8cf549fdd7e7134eb7b013de4",
+      "rust_output_sha256": "1b57c55f0645d4d3c74386c06319da11f391ccc8cf549fdd7e7134eb7b013de4",
+      "matched_output_lines": 1732849
+    }
+  ],
+  "scope": "Inherited LivingEntity.tickEffects composed with actual MobEffectInstance ticks, active-effect HashMaps, native synced particle/ambience data and both RNG kinds. Includes removal/refresh ordering, shared hidden restoration, nonstructural replacements, structural mutations, concurrent-modification catch boundaries, client blending, particle selection and RNG tails. Selected raw instance fields and callbacks can mutate during execution. Level classes are controlled ServerLevel and non-ServerLevel implementations; random particle positions, registered effect behavior and notification side effects remain controlled. Holder identity hashes are exported per reference run. Complete entity/player lifecycle and gameplay remain pending."
+}

benchmarks/rust-active-effects-2026-10-07/scoped-parity.json

@@ -0,0 +1,297 @@
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
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+  },
+  "fixtures_sha256": {
+    ".local/rust-active-effects-parity/inputs.txt": "dd5a92bc343172e9462af55cbc4d12268bce4b23798a28395dd1e9a92accb140",
+    ".local/rust-active-effects-parity/inputs-client.txt": "2867a9566bbddb74725e08cd247f3672e7179ba534d8eec534aa89d11aeaf128",
+    ".local/rust-active-effects-parity/inputs-server.txt": "2a0a8f7334139a9213647fd529a70dcbd3d087ab7663d65d356199047058f62a"
+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "f9797d33e8f6ad17a3948d38a26e314825f8627cc5ba0ebc610c2fe05caeaf9f",
+      "rust_output_sha256": "f9797d33e8f6ad17a3948d38a26e314825f8627cc5ba0ebc610c2fe05caeaf9f",
+      "matched_output_lines": 535063
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "cb4348bb05a885c26506c1a6030cb2c64f0ff3cfccbb095ffe8d24ec1a7b2677",
+      "rust_output_sha256": "cb4348bb05a885c26506c1a6030cb2c64f0ff3cfccbb095ffe8d24ec1a7b2677",
+      "matched_output_lines": 535063
+    }
+  ],
+  "scope": "Inherited LivingEntity addEffect, forceAddEffect, removeEffect/NoUpdate, removeAllEffects, queries and blend lookup with actual status instances and JDK maps. Native holder hash and identity-hash values are captured for Rust per run. Compares callback ordering, fresh versus existing instances, hidden updates, blend transfer, source identity, incoming effect lifecycle hooks, map-copy removal order and mutation/failure prefixes. Eligibility, attribute/packet side effects and registered effect behavior remain controlled; complete entity lifecycle and gameplay remain pending."
+}

benchmarks/rust-anchor-2026-10-06/scoped-parity.json

@@ -0,0 +1,118 @@
+{
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+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 192,
+  "codec_inputs": 74112,
+  "runtime_anchors": 107328,
+  "sources_sha256": {
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+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
+    "crates/horizon-world/src/worldgen/settings.rs": "a8fe87752e1982ef11cb67f8d80d8e3428b2c27db178044cb425ba803e689e59",
+    "crates/horizon-world/src/worldgen/tags.rs": "7516e20a20479d1c4a9734d7d8e9826740b324869d7afe51eab94bb1bc7c97ae",
+    "crates/horizon-world/src/worldgen/terrain.rs": "134cf93b53a40fb1ed0e0170c90316c80e270773b2968c63dc3f9cef2c941bff",
+    "crates/horizon-world/src/worldgen.rs": "e1e815997cfef573c36d7814582fe28086456488be3d87708dbfd94740cf04fd",
+    "crates/horizon-world/examples/anchor_fixture.rs": "ff824b3b85d09881217c8bdb5219d602099cad21b6efdd180e6c8e3149337b31"
+  },
+  "fixtures_sha256": {
+    ".local/rust-anchor-parity/inputs.txt": "cc495eb8aca212c1768c882a309052cf4612664570a208082d08ea83f7e8ee60"
+  },
+  "rust_output_sha256": "e48ad3177f302e687ece755cc8933f76ca610ac1e9cba00c0e919431f75cd19b",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "e48ad3177f302e687ece755cc8933f76ca610ac1e9cba00c0e919431f75cd19b",
+      "matched_output_lines": 181632
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "e48ad3177f302e687ece755cc8933f76ca610ac1e9cba00c0e919431f75cd19b",
+      "matched_output_lines": 181632
+    }
+  ],
+  "scope": "Actual VerticalAnchor.CODEC parsing and encoding, all four anchor kinds, constant helpers, runtime integer overflow and unrestricted constructor values. WorldGenerationContext.of uses a LevelAccessor proxy with verified method calls; the generator constructor uses a native NoiseBasedChunkGenerator with supplied minimum, height and sea level. Strict JSON transport covers range limits, numeric truncation/wrapping, null/wrong field types, duplicate fields and nested exclusive alternatives. Level access outside the three queried values, JSON syntax diagnostics and complete material conditions remain pending."
+}

benchmarks/rust-attribute-health-2026-10-07/scoped-parity.json

@@ -0,0 +1,248 @@
+{
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+    "crates/horizon-world/examples/attribute_health_fixture.rs": "53168e1135a337fa29eade20892f84ffd4458ad38fc90df2e8382169fe4db020"
+  },
+  "fixtures_sha256": {
+    ".local/rust-attribute-health-parity/inputs.txt": "36ab827ee17f1452f7e88cfe26dbe368e5348da25ab6b6905f7a1b62fcfa5b7c",
+    ".local/rust-attribute-health-parity/catalog.json": "d1e488e4f432888beb9f643904c8bca242d1e2093f53e23e07da305d70cf7106"
+  },
+  "rust_output_sha256": "4f7248d8f06aac71b0de827b26a3e3cfa0920a1181cc92dc9e06257d1c6e783e",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "4f7248d8f06aac71b0de827b26a3e3cfa0920a1181cc92dc9e06257d1c6e783e",
+      "matched_output_lines": 666082
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "4f7248d8f06aac71b0de827b26a3e3cfa0920a1181cc92dc9e06257d1c6e783e",
+      "matched_output_lines": 666082
+    }
+  ],
+  "scope": "Registered entity AttributeMap defaults/modifiers composed with actual LivingEntity/Player health methods, SynchedEntityData float health and FoodData regeneration. All 93 default suppliers; attribute mutations, health limits, actual healing and dirty state, hunger/exhaustion/timers, observer failures and starvation requests. Internal absorption storage and starvation damage delivery are controlled; Player absorption synchronization, attribute-change refresh, full damage and live gameplay remain pending."
+}

benchmarks/rust-attribute-map-queries-2026-10-07/scoped-parity.json

@@ -0,0 +1,313 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
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+    "crates/horizon-world/src/worldgen/snow_freeze.rs": "9040be3d5c7f8f0fd812d2df45e154bf8a9eeef038530b83fa4159d246eac35f",
+    "crates/horizon-world/src/worldgen/speleothem.rs": "c71651c1c97818a8a85863e14414d6139ea3bdeb897fa422043bcc1499d99aae",
+    "crates/horizon-world/src/worldgen/spike.rs": "eacf0d9d3d2bc3d4bcf62bc87555f90031138236a5bfef0eb5270204f7c2a4fc",
+    "crates/horizon-world/src/worldgen/spring.rs": "830849e9b89fcdf09e9b06fbefdcdebe3c8c3f82804f60b8bd5de04ba303cb62",
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+    "crates/horizon-world/src/worldgen/state_provider/noise.rs": "7ee369c2a032e5620cb9bdf9ee7adad1f70870fb0a27efb7b7c514d92f83491f",
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+    "crates/horizon-world/src/worldgen/tags.rs": "74e4110fb19c4c4047192fd65c38015b8afc7f9fc50404d75380b5063808148c",
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+    "crates/horizon-world/src/worldgen/underwater_magma.rs": "7317e40af5ee5a9780f90ce358fa5d3e7f5b3d513b731df6ff97754d9c2a0154",
+    "crates/horizon-world/src/worldgen/value_provider.rs": "3358b563db8cb0bc8a9cfbbe2b8b3e70941cd2d37a0b519fbb6545f8d0dcbb69",
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/attribute_map_queries_fixture.rs": "573975c0992d97359c2e74cf5f4cb7cfb199d48eebf3a68eec6d16ca67c9e6e6",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaStoredEffectAttributesOracle.java": "be47915cf63cbbac82b9506d9bd59636714a550a58ef3924b0be3d48999f432a",
+    "crates/horizon-world/examples/stored_effect_attributes_fixture.rs": "25d03a5c31d7e1679456d852244c3b40a186b9d5140a2bac3944eba9f37b1d35",
+    "tools/test_stored_effect_attributes_parity.py": "1e2841cc9eba5421d9abfd04b462c0df43496de61a9877591daddf05ec0fe29e",
+    "tools/test_stored_effect_notifications_parity.py": "6f1e9fc7f7a6e722e20349ba0e04562608e6027d73a92cf34e21e9786f698a0e"
+  },
+  "fixtures_sha256": {
+    ".local/rust-attribute-map-queries-parity/inputs.txt": "08e308d3dd09d0f734417d6a8abf0135a60bba339506c51dfea4266773d44edb",
+    ".local/rust-attribute-map-queries-parity/inputs-client.txt": "6ed46e9636bc9351ba0857e9e4b95a358580eccc2dfaacbe0382819028c032b1",
+    ".local/rust-attribute-map-queries-parity/inputs-server.txt": "6ed46e9636bc9351ba0857e9e4b95a358580eccc2dfaacbe0382819028c032b1"
+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "ed5ae51485e40d992db178460f6993652e2d3a57c028199d10fd2aea3c41afb8",
+      "matched_output_lines": 34531715,
+      "rust_output_sha256": "ed5ae51485e40d992db178460f6993652e2d3a57c028199d10fd2aea3c41afb8"
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "ed5ae51485e40d992db178460f6993652e2d3a57c028199d10fd2aea3c41afb8",
+      "matched_output_lines": 34531715,
+      "rust_output_sha256": "ed5ae51485e40d992db178460f6993652e2d3a57c028199d10fd2aea3c41afb8"
+    }
+  ],
+  "scope": "Actual AttributeMap hasAttribute/hasModifier/getValue/getBaseValue/getModifierValue/resetBaseValue using real cached AttributeInstances and mutable AttributeSupplier prototypes. Includes entire stored-notification corpus and checks no lazy creation on query/reset, supplier versus instance cache updates, modifier identity and missing-value exception categories, lookup aliasing/null mappings, captured reset instance, supplier base/modifier changes and dirty callback failure. Basic attribute default/syncability and entity onAttributeUpdated bodies remain controlled; registered ranged definitions, combined health/dimension consequences, full gameplay and platform builds remain pending."
+}

benchmarks/rust-attribute-memory-2026-10-07/after.json

@@ -0,0 +1,76 @@
+{
+  "schema": 1,
+  "phase": "after",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+    "Cargo.lock": "cb1e87d449114a63edd904c0559d631e8fa9feeb27efd6539aacdcfeae178876",
+    "crates/horizon-world/src/attributes/entity.rs": "56fb96b1beb9caaa769369bf7cddf522d2f2e84e241c213b51ae8d39d31a9f13",
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+    "crates/horizon-world/examples/attribute_memory.rs": "29c0944f0a687369eb012f441c7b7f69eac95658be062bf742470f94b2ef6cd8"
+  },
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+      "mode": "defaults",
+      "entities": 20000,
+      "active_per_entity": 0,
+      "samples_kib": [
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+          "VmRSS": 12852,
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+        },
+        {
+          "VmRSS": 12852,
+          "VmHWM": 12852
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+        {
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+        {
+          "VmRSS": 12840,
+          "VmHWM": 12840
+        },
+        {
+          "VmRSS": 12804,
+          "VmHWM": 12804
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+      ],
+      "median_rss_kib": 12848,
+      "median_peak_kib": 12848
+    },
+    {
+      "mode": "active",
+      "entities": 20000,
+      "active_per_entity": 4,
+      "samples_kib": [
+        {
+          "VmRSS": 29076,
+          "VmHWM": 29076
+        },
+        {
+          "VmRSS": 29068,
+          "VmHWM": 29068
+        },
+        {
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+        {
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+        {
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+          "VmHWM": 29028
+        }
+      ],
+      "median_rss_kib": 29076,
+      "median_peak_kib": 29076
+    }
+  ],
+  "scope": "Five fresh release-process samples per case, 20,000 held-live zombie attribute maps, no instances or four instantiated attributes. RSS/peak includes allocator/runtime/catalog. Identical health-read checksum. Excludes the rest of entity/world state; no timing, rendering or FPS conclusion."
+}

benchmarks/rust-attribute-memory-2026-10-07/before.json

@@ -0,0 +1,76 @@
+{
+  "schema": 1,
+  "phase": "before",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  },
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+      "mode": "defaults",
+      "entities": 20000,
+      "active_per_entity": 0,
+      "samples_kib": [
+        {
+          "VmRSS": 175824,
+          "VmHWM": 175824
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+        {
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+          "VmHWM": 175820
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+          "VmHWM": 175820
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+      "median_rss_kib": 175820,
+      "median_peak_kib": 175820
+    },
+    {
+      "mode": "active",
+      "entities": 20000,
+      "active_per_entity": 4,
+      "samples_kib": [
+        {
+          "VmRSS": 175788,
+          "VmHWM": 175788
+        },
+        {
+          "VmRSS": 175824,
+          "VmHWM": 175824
+        },
+        {
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+      "median_rss_kib": 175800,
+      "median_peak_kib": 175800
+    }
+  ],
+  "scope": "Five fresh release-process samples per case, 20,000 held-live zombie attribute maps, no instances or four instantiated attributes. RSS/peak includes allocator/runtime/catalog. Identical health-read checksum. Excludes the rest of entity/world state; no timing, rendering or FPS conclusion."
+}

benchmarks/rust-attribute-memory-2026-10-07/entity-regression.json

@@ -0,0 +1,247 @@
+{
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+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+    "crates/horizon-world/examples/entity_attribute_fixture.rs": "f6512186478dc1de5e5b983d81aa23f3834e85875f9fa9bec0b9967117deff95"
+  },
+  "fixtures_sha256": {
+    ".local/rust-entity-attribute-parity/inputs.txt": "9a45638fedc1b8a70d247acc64dc5b06fa3e2ec550fc4a65d89173fabdd0e886",
+    ".local/rust-entity-attribute-parity/catalog.json": "d1e488e4f432888beb9f643904c8bca242d1e2093f53e23e07da305d70cf7106"
+  },
+  "rust_output_sha256": "dafe9dce265957c9cafe59a6b830a68fd23a2c2e2d8de3df215ce38252ae0100",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "dafe9dce265957c9cafe59a6b830a68fd23a2c2e2d8de3df215ce38252ae0100",
+      "matched_output_lines": 1771555
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "dafe9dce265957c9cafe59a6b830a68fd23a2c2e2d8de3df215ce38252ae0100",
+      "matched_output_lines": 1771555
+    }
+  ],
+  "scope": "Every registered attribute and entity DefaultAttributes supplier, actual AttributeMap per-attribute queries, lazy creation, mutation, base reset, update/sync membership and independent acknowledgements. Composes the verified attribute arithmetic/cache/modifier engine. Cross-attribute collection order is normalized to registry order; bulk assignment, custom suppliers with modifiers, save/network codecs, live entities and full gameplay remain pending."
+}

benchmarks/rust-attribute-memory-2026-10-07/health-regression.json

@@ -0,0 +1,248 @@
+{
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+    "crates/horizon-world/examples/attribute_health_fixture.rs": "53168e1135a337fa29eade20892f84ffd4458ad38fc90df2e8382169fe4db020"
+  },
+  "fixtures_sha256": {
+    ".local/rust-attribute-health-parity/inputs.txt": "36ab827ee17f1452f7e88cfe26dbe368e5348da25ab6b6905f7a1b62fcfa5b7c",
+    ".local/rust-attribute-health-parity/catalog.json": "d1e488e4f432888beb9f643904c8bca242d1e2093f53e23e07da305d70cf7106"
+  },
+  "rust_output_sha256": "4f7248d8f06aac71b0de827b26a3e3cfa0920a1181cc92dc9e06257d1c6e783e",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "4f7248d8f06aac71b0de827b26a3e3cfa0920a1181cc92dc9e06257d1c6e783e",
+      "matched_output_lines": 666082
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "4f7248d8f06aac71b0de827b26a3e3cfa0920a1181cc92dc9e06257d1c6e783e",
+      "matched_output_lines": 666082
+    }
+  ],
+  "scope": "Registered entity AttributeMap defaults/modifiers composed with actual LivingEntity/Player health methods, SynchedEntityData float health and FoodData regeneration. All 93 default suppliers; attribute mutations, health limits, actual healing and dirty state, hunger/exhaustion/timers, observer failures and starvation requests. Internal absorption storage and starvation damage delivery are controlled; Player absorption synchronization, attribute-change refresh, full damage and live gameplay remain pending."
+}

benchmarks/rust-attribute-updates-2026-10-07/scoped-parity.json

@@ -0,0 +1,303 @@
+{
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+  },
+  "fixtures_sha256": {
+    ".local/rust-attribute-updates-parity/inputs.txt": "d58c62334e14f9e8770d551bd1d5fd3ae7583ce20bf4da3844ba475b4ffb56fa",
+    ".local/rust-attribute-updates-parity/inputs-client.txt": "846fcc9ff4a84ddf6d2d0ebf5200771032caa0719e64c26adbd812e8735ef63d",
+    ".local/rust-attribute-updates-parity/inputs-server.txt": "846fcc9ff4a84ddf6d2d0ebf5200771032caa0719e64c26adbd812e8735ef63d"
+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "22d74ec64fa146cd806175f8e1c97247e2c053ac64f7c2efc04a74b042882b36",
+      "rust_output_sha256": "22d74ec64fa146cd806175f8e1c97247e2c053ac64f7c2efc04a74b042882b36",
+      "matched_output_lines": 3111429
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "22d74ec64fa146cd806175f8e1c97247e2c053ac64f7c2efc04a74b042882b36",
+      "rust_output_sha256": "22d74ec64fa146cd806175f8e1c97247e2c053ac64f7c2efc04a74b042882b36",
+      "matched_output_lines": 3111429
+    }
+  ],
+  "scope": "Inherited LivingEntity.onAttributeUpdated composed with native effect notifications, pending sets and synchronized health storage. Includes max-health and max-absorption lowering, repeated maximum reads, Float dirty callbacks, dimension refresh dispatch, server waypoint manager selection, direct attribute-map field capture and positive-range tracking. Tests finite/nonfinite numeric values, callback mutation/failure prefixes and packet notifications. Actual attribute values, dimension rebuild and waypoint-manager internals remain controlled; registered modifier bodies and complete player/entity gameplay remain pending."
+}

benchmarks/rust-attributes-2026-10-07/scoped-parity.json

@@ -0,0 +1,242 @@
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+    "crates/horizon-world/examples/attribute_fixture.rs": "b3d25fe70798226cd1dae3efffacb128e019baf505b062de5f01a05a97ed60d0"
+  },
+  "fixtures_sha256": {
+    ".local/rust-attribute-parity/inputs.txt": "95140374036edd0921d62f633742fed7824b81a6d86cb3a9236a9821e6b7865f",
+    ".local/rust-attribute-parity/attributes.json": "f65511fdc672dc291a412f7bed816bf1d8dc597fde8466efd95622e028bf8783"
+  },
+  "rust_output_sha256": "223dc3b3155ba637b05757f07fac51cf30138caf66321a056c31ef4fc1da167c",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "223dc3b3155ba637b05757f07fac51cf30138caf66321a056c31ef4fc1da167c",
+      "matched_output_lines": 1404798
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "223dc3b3155ba637b05757f07fac51cf30138caf66321a056c31ef4fc1da167c",
+      "matched_output_lines": 1404798
+    }
+  ],
+  "scope": "Actual AttributeInstance and basic/ranged attributes, with every registered attribute definition. Native modifier identity, global/permanent insertion order, per-operation fastutil hash iteration/rehashing, cache/dirty callbacks, partial writes on observer failure, transient operation changes, duplicate rejection, bulk removal, replacement (including self), pack and merging apply. Includes nonfinite/signed-zero arithmetic, collision clusters and seeded operation sequences. Attribute registry/entity/equipment integration and packed data/network codecs remain pending."
+}

benchmarks/rust-bamboo-2026-10-06/scoped-parity.json

@@ -0,0 +1,214 @@
+{
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+  "fixtures_sha256": {
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+    ".local/rust-bamboo-parity/placement-definitions.json": "f8a972ec87c2352500af6481158a3192bdbf699951025639bea744e4127b97c4",
+    ".local/rust-bamboo-parity/support-cached-states.json": "353945a58fe69b352925473f1693f9b14a9ad19f13c15159c4184f2c29258622",
+    ".local/rust-bamboo-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-bamboo-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
+    ".local/rust-bamboo-parity/survival-placement-classes.json": "7fdbf48ab18c87098bbe1b6176cb81f4842b6c5d9a4d6bbaf7037ff61cb1848c",
+    ".local/rust-bamboo-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-bamboo-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-bamboo-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "34664ee037a753f00002f68ac8fa6199d5e9540806a34614be11973de4c0fb13",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "34664ee037a753f00002f68ac8fa6199d5e9540806a34614be11973de4c0fb13",
+      "matched_output_lines": 3485027
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "34664ee037a753f00002f68ac8fa6199d5e9540806a34614be11973de4c0fb13",
+      "matched_output_lines": 3485027
+    }
+  ],
+  "scope": "Native BambooFeature bounded float codec, air-origin gate, actual bamboo survival, attempted-success semantics, height and optional radius draws, circular podzol patch with ordered WORLD_SURFACE requests, replacement tag, stalk air checks and three leafy caps including the stopping-position overwrite. All origin/support/podzol states have failure-terminated prefixes; all obstacle states have full no-podzol runs. Both RNGs, many seeds, signed zero and float rounding, obstruction heights, rejected writes, repeated mutation, partial failures, wrapped coordinates and composition are covered. Fixture height values are controlled and do not update after writes. Growth, world updates and complete generation remain pending; pathological wrapped patch loops are bounded to 2^20 visits."
+}

benchmarks/rust-basic-feature-2026-10-06/scoped-parity.json

@@ -0,0 +1,153 @@
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+    "crates/horizon-world/src/worldgen/weighted.rs": "1ae40b843721d0f1e1c849b984e0a065aacda6e1384e21fc599cda261f996945",
+    "crates/horizon-world/src/worldgen.rs": "3fd53d507b2749a9fe5461c77a516fd673de40eb6b51f0b625cd637ade4dcfb5",
+    "crates/horizon-world/examples/basic_feature_fixture.rs": "40636fe2de41279f1a5633b3150e86d73b7f76dd7f447ecba2d39186abaa2957"
+  },
+  "fixtures_sha256": {
+    ".local/rust-basic-feature-parity/inputs.txt": "e8b48d25591a8902972fdf8ac9bdaa7f16c0890b3f2076f1161f2c2b87bd5a20",
+    ".local/rust-basic-feature-parity/facts-client.json": "6c8d9aeb824f4150293f5d6a580d3347d866589b3eeee185a2c18479f5c64b0a",
+    ".local/rust-basic-feature-parity/facts-server.json": "6c8d9aeb824f4150293f5d6a580d3347d866589b3eeee185a2c18479f5c64b0a"
+  },
+  "rust_output_sha256": "1e7df8d3ee5bfa2f750b94c95b03f426b50608e1a37991ebc3bc3c5c656ee811",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "1e7df8d3ee5bfa2f750b94c95b03f426b50608e1a37991ebc3bc3c5c656ee811",
+      "matched_output_lines": 1820614
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "1e7df8d3ee5bfa2f750b94c95b03f426b50608e1a37991ebc3bc3c5c656ee811",
+      "matched_output_lines": 1820614
+    }
+  ],
+  "scope": "Actual Feature.DIRECT_CODEC and native void-start-platform, End-island and End-platform feature algorithms. A mutable WorldGenLevel proxy logs ordered block reads, writes, update flags, rejected writes, thrown failures and accumulated stored states after repeated placements. Native LevelWriter.setBlockAndUpdate executes through its actual default method. Required default block-state IDs are independently exported and checked across both authenticated JARs. Direct calls and native FeaturePlacer modifier chains share the mutable world and random stream, including reused placer buffers after failures. Both random modes, multiple seeds, nearby/far chunks and extreme wrapped coordinates are compared, with nextLong values after every placement and at fixture end. The End-platform feature invokes its ordinary generation path without block destruction/drops. Actual chunk mutation, neighbor updates, lighting, entity/block drops, full feature registry behavior and complete generated worlds remain outside this comparison."
+}

benchmarks/rust-biome-chunk-2026-10-06/scoped-parity.json

@@ -0,0 +1,131 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 20,
+  "fills": 160,
+  "block_queries": 21120,
+  "sources_sha256": {
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+    "tools/test_biome_chunk_parity.py": "f469958617099939c6ae9e6f149e8d6458e75ad9ea5da3710572c5f6017718d2",
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+    "tools/test_rust_parity.py": "7efa699a38c5820424f5fc8992ee601dbfe26d6482da9d2dab2c17c41fe8f12a",
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+    "crates/horizon-core/src/density/rounding.rs": "71840c5206ff8d218ac29bf6f66915d5212764ba270c675711a866ba5b55a7a6",
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+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
+    "crates/horizon-world/src/worldgen/settings.rs": "a8fe87752e1982ef11cb67f8d80d8e3428b2c27db178044cb425ba803e689e59",
+    "crates/horizon-world/src/worldgen/tags.rs": "7516e20a20479d1c4a9734d7d8e9826740b324869d7afe51eab94bb1bc7c97ae",
+    "crates/horizon-world/src/worldgen/terrain.rs": "42823918deec5e149dc729a95bfe54aa32d91604098d5eb8452da0162d557d22",
+    "crates/horizon-world/src/worldgen.rs": "c2cfc116613456f98901732c24fedaba6532e58b3342833674b88b2e17f9f13c",
+    "crates/horizon-world/examples/biome_chunk_fixture.rs": "b16fdee8abcaac7d714ae71efb0c327deb2bb85a2e9a2419829441cc59e1bd02"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-chunk-parity/inputs.txt": "b2be08e1b743547c1e2880c01a3473c42cc10191d1de32eb2cad2e364c463094"
+  },
+  "rust_output_sha256": "00ae2e07b4ccaa18f6ce6f35258833801e9f4f9335089fbb0bf7f7661988bca6",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "00ae2e07b4ccaa18f6ce6f35258833801e9f4f9335089fbb0bf7f7661988bca6",
+      "matched_output_lines": 478340
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "00ae2e07b4ccaa18f6ce6f35258833801e9f4f9335089fbb0bf7f7661988bca6",
+      "matched_output_lines": 478340
+    }
+  ],
+  "scope": "Actual ChunkAccess.fillBiomesFromNoise, LevelChunkSection.fillBiomesFromNoise and chunk/section biome reads using synthetic registered holder identities. Ordered resolver queries, section contents and clamped/wrapped chunk lookups are compared after repeated fills and failures at section boundaries. Covers full supported aligned vertical bounds, generation bounds cutting through sections, negative/extreme chunk coordinates and 1..512 possible biome identities. Completed earlier sections survive failure while the failing section retains its previous values. This compares stored biome values, not native in-memory palette layout, wire encoding, biome-source generation, blending, retrogen or complete generated worlds."
+}

benchmarks/rust-biome-generation-2026-10-06/scoped-parity.json

@@ -0,0 +1,149 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 252,
+  "fills": 322,
+  "biome_values": 341504,
+  "block_queries": 35910,
+  "preset_entries": {
+    "minecraft:nether": 5,
+    "minecraft:overworld": 7594
+  },
+  "source_fixtures": {
+    "multi": 84,
+    "fixed": 56,
+    "checkerboard": 56,
+    "end": 56
+  },
+  "sources_sha256": {
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+    "crates/horizon-world/src/worldgen.rs": "3ea3386996321113027dcf51d918d29d363ac1944b7c146a7f1383d17a50967b",
+    "crates/horizon-world/examples/biome_generation_fixture.rs": "161b985f41123dc97451f4fe0060070276466ca9aa652141aa82e62284442c7e"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-generation-parity/inputs.txt": "10cf6ac3eaeaacafecf786eaa902d5c0b8700dcad9f045d4b6032ba78b4e30f9",
+    ".local/rust-biome-generation-parity/registries.json": "c6868228cc1002755dab31d947e953cc4be785a1b6ae82697755817a238b7de9",
+    ".local/rust-biome-generation-parity/presets-client.json": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9",
+    ".local/rust-biome-generation-parity/presets-server.json": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9"
+  },
+  "rust_output_sha256": "b84a1734641fbec028768da94208f583546f564eb45939c75da13efe85f3f0b9",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "b84a1734641fbec028768da94208f583546f564eb45939c75da13efe85f3f0b9",
+      "matched_output_lines": 383072
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "b84a1734641fbec028768da94208f583546f564eb45939c75da13efe85f3f0b9",
+      "matched_output_lines": 383072
+    }
+  ],
+  "scope": "Actual ChunkGenerator.doCreateBiomes through NoiseBasedChunkGenerator with empty Blender and no retrogen. Both bundled Overworld/Nether multi-noise preset tables are independently exported from authenticated JARs; Rust imports quantized tables and compiles climate routers itself. All seven bundled routers, both random modes, multiple seeds and distant positive/negative chunks are tested. Complete section biome values and subsequent BiomeManager block lookups are compared, including repeated generation with fresh density contexts and persistent previous-leaf search state, and generation bounds excluding top/bottom sections. Holders are identity placeholders; no biome properties are evaluated. Fixed, checkerboard and End source fixtures also run actual chunk generation through every bundled router, including real seeded End erosion, the central-island shortcut, distant coordinates and wrapped checkerboard shifts. Preset builders, complete biome-source codecs, blending, retrogen, terrain-stage linkage and complete generated worlds remain pending."
+}

benchmarks/rust-biome-placement-2026-10-06/scoped-parity.json

@@ -0,0 +1,158 @@
+{
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+  "minecraft": "26.3",
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+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
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+  "requested_placements": 27456,
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+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
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+    "crates/horizon-world/examples/biome_placement_fixture.rs": "93b4668e04daf52aed34def93aeed9af4f5bf55a8e1c60b616428aadd454648c"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-placement-parity/inputs.txt": "f823d452b40ad5c4448e5c6b6e59d7f1b0db8f40f8fdb4c36b2bc23cc99ffd09"
+  },
+  "rust_output_sha256": "84aceee3d6197790495a2b877b04c037340258cf3d36bc440af78f82be15010b",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "84aceee3d6197790495a2b877b04c037340258cf3d36bc440af78f82be15010b",
+      "matched_output_lines": 121423
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "84aceee3d6197790495a2b877b04c037340258cf3d36bc440af78f82be15010b",
+      "matched_output_lines": 121423
+    }
+  ],
+  "scope": "Actual BiomeFilter.modify and FeaturePlacer.place/placeWithBiomeCheck with native biome generation settings. Missing top features fail before biome lookup. Direct, absent, structurally equal and different placed-feature membership, query order, callback random draws/results/errors, dirty buffers across repeats and nested plain placers are compared. Direct and WorldgenRandom-wrapped legacy/xoroshiro streams execute modifier chains. Rust delegates biome resolution and generation-settings membership to the caller while isolating each placer invocation context. Full biome sampling/registry equality, complete decoration, crash-report text and gameplay remain pending."
+}

benchmarks/rust-biome-source-2026-10-06/scoped-parity.json

@@ -0,0 +1,136 @@
+{
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+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "sources": {
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+    "checkerboard": 375,
+    "end": 81
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+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
+    "crates/horizon-world/src/worldgen/settings.rs": "a8fe87752e1982ef11cb67f8d80d8e3428b2c27db178044cb425ba803e689e59",
+    "crates/horizon-world/src/worldgen/tags.rs": "7516e20a20479d1c4a9734d7d8e9826740b324869d7afe51eab94bb1bc7c97ae",
+    "crates/horizon-world/src/worldgen/terrain.rs": "42823918deec5e149dc729a95bfe54aa32d91604098d5eb8452da0162d557d22",
+    "crates/horizon-world/src/worldgen.rs": "3ea3386996321113027dcf51d918d29d363ac1944b7c146a7f1383d17a50967b",
+    "crates/horizon-world/examples/biome_source_fixture.rs": "dd485dba7cef8fd924b7a8ba4357766fb874d144120c16ad3f8f6c41a863c074"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-source-parity/inputs.txt": "165d02b6bcac5cb70e7129368b4c5b2220c5cdcaba2314d94f86b687886beffa"
+  },
+  "rust_output_sha256": "a57198fab8b45fe8db011b7153ffdc6781d6c0862c95eb9b8c0ebc6318be526d",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "a57198fab8b45fe8db011b7153ffdc6781d6c0862c95eb9b8c0ebc6318be526d",
+      "matched_output_lines": 1306096
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "a57198fab8b45fe8db011b7153ffdc6781d6c0862c95eb9b8c0ebc6318be526d",
+      "matched_output_lines": 1306096
+    }
+  ],
+  "scope": "Actual FixedBiomeSource, CheckerboardColumnBiomeSource and TheEndBiomeSource runtime queries using synthetic holder identities. Fixed results, checkerboard empty/duplicate/large lists, all codec-valid scales plus unrestricted runtime scales, Java masked shifts and wrapping sums are compared. End central-circle shortcuts, erosion sampler coordinates, exact threshold boundaries, nonfinite float samples, sampler failures and integer coordinate wrapping are compared through actual Climate.Sampler bindings. End density inputs in this suite are supplied constants; real seeded End density, biome-source codecs, registry/preset loading, possible-biome metadata and generated-world integration remain separate work."
+}

benchmarks/rust-biome-source-codec-2026-10-06/scoped-parity.json

@@ -0,0 +1,148 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "query_positions": 7,
+  "climate_grid_cases": 40001,
+  "biomes": 67,
+  "biome_tags": 86,
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaAnchorOracle.java": "226628d98b89aadbdd374936575d033945e7064a900dbb050c662204dbc7e119",
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+    "crates/horizon-world/examples/biome_source_codec_fixture.rs": "654094b2846692c34233ee2016fd3a4f9a44df0281e5bb2552ed6c35ffb17bc1"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-source-codec-parity/inputs.txt": "c9e3cbc7af471f04bbd4d8cc79a2399e2f61c00f2d2ebcc9343a254798095fbb",
+    ".local/rust-biome-source-codec-parity/presets-client.json": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9",
+    ".local/rust-biome-source-codec-parity/presets-server.json": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9",
+    ".local/rust-biome-source-codec-parity/positions.json": "35e94adf55d9bc0326133967abf93d50b896c39489f77f81d2bfa4f278364430",
+    ".local/rust-biome-source-codec-parity/biomes.json": "9b26dc3b662627dc3bbbf8da209f287882ce79ff4daf8f454b994ddc7510df99",
+    ".local/rust-biome-source-codec-parity/biome_tags.json": "4006b76c24f616cb457a6fdad816db9b27f4528fe6daaed5747f1f79cf6225cf",
+    ".local/rust-biome-source-codec-parity/presets.json": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9"
+  },
+  "rust_output_sha256": "568792acae9f5b0df02bb5cf7cd6b4f7edb017a0223236c57c6fef4b0dfbb1a8",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "568792acae9f5b0df02bb5cf7cd6b4f7edb017a0223236c57c6fef4b0dfbb1a8",
+      "matched_output_lines": 363121
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "568792acae9f5b0df02bb5cf7cd6b4f7edb017a0223236c57c6fef4b0dfbb1a8",
+      "matched_output_lines": 363121
+    }
+  ],
+  "scope": "Actual BiomeSource.CODEC parsing and encoding for fixed, checkerboard, End and multi-noise sources bound to pinned biome/tag registries and preset holders. Named biome holders, direct/tag holder sets, canonical identifiers, scale defaults/bounds/numeric narrowing, inline climate parameter lists, named/inline preset holders, inline-list preference/fallback, malformed fields and duplicate keys are compared. Canonical serialized JSON is compared as sorted structures with numeric double-bit values; possible-biome sets are sorted and compared, followed by source queries against zero climate/erosion. Rust imports independently authenticated preset tables. Full inline biome definitions, live registry ownership/reloads and complete source/world generation remain outside this scoped codec comparison."
+}

benchmarks/rust-biome-temperature-2026-10-06/scoped-parity.json

@@ -0,0 +1,126 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 387,
+  "biome_resources": 67,
+  "codec_inputs": 183,
+  "operations": 53790,
+  "thread_isolation_fixtures": 12,
+  "sources_sha256": {
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+    "crates/horizon-world/src/worldgen/terrain.rs": "134cf93b53a40fb1ed0e0170c90316c80e270773b2968c63dc3f9cef2c941bff",
+    "crates/horizon-world/src/worldgen.rs": "e5123e2249017e2cef7067cd7ddd85316a075c418bf9d1b452db601eea3483a0",
+    "crates/horizon-world/examples/biome_temperature_fixture.rs": "192fb207c28c2a040c6264d2c3573bd71d389ce04f66408eed47b9bfa6aa6df0"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-temperature-parity/inputs.txt": "f882dff81e4b3be8b37e2a5130198a6bd0eb437ebd903f68b15899bd1509e681",
+    ".local/rust-biome-temperature-parity/biomes.json": "9b26dc3b662627dc3bbbf8da209f287882ce79ff4daf8f454b994ddc7510df99"
+  },
+  "rust_output_sha256": "2c40a4156ce3edd9dbbecc80aeea0cd1606fd462e79abb377d778c02a973d38e",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "2c40a4156ce3edd9dbbecc80aeea0cd1606fd462e79abb377d778c02a973d38e",
+      "matched_output_lines": 836659
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "2c40a4156ce3edd9dbbecc80aeea0cd1606fd462e79abb377d778c02a973d38e",
+      "matched_output_lines": 836659
+    }
+  ],
+  "scope": "Actual Biome temperature methods, warm/cold/iceberg-melt predicates and precipitation selection, with both temperature modifiers and arbitrary base float bits. Native private climate/biome constructors provide explicit temperature inputs; unrelated biome fields are null and never queried. Fixed seeded simplex/stack sources, float/double conversion and arithmetic order, height adjustment and sea-level overflow, packed-position aliases, repeated queries with changed sea levels, cache capacity/order/content, NaN recomputation and eviction, and actual native thread-local isolation versus independently owned Rust workers. ClimateSettings map-codec parsing additionally covers all independently authenticated bundled biome definitions, direct float conversion, nonfinite overflow, modifier defaults/null handling, field types, duplicates and missing fields. Full biome data codecs, climate encoding, complete weather placement/freezing, material condition integration and automatic migration of shared biome instances between threads remain outside this scope."
+}

benchmarks/rust-biome-weather-2026-10-06/scoped-parity.json

@@ -0,0 +1,216 @@
+{
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+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
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+  },
+  "fixtures_sha256": {
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+    ".local/rust-biome-weather-parity/catalog.json": "93581107e3564e60261044fdca61e3b7f237b9e6724c14b86e335ccc01198ba9",
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+    ".local/rust-biome-weather-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-biome-weather-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
+    ".local/rust-biome-weather-parity/survival-placement-classes.json": "7fdbf48ab18c87098bbe1b6176cb81f4842b6c5d9a4d6bbaf7037ff61cb1848c",
+    ".local/rust-biome-weather-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-biome-weather-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-biome-weather-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "b8558ed7398aa42c9ff464ee50630e24ad6cdef5ce6f9c4e4009f51b7bd3d537",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "b8558ed7398aa42c9ff464ee50630e24ad6cdef5ce6f9c4e4009f51b7bd3d537",
+      "matched_output_lines": 4071594
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "b8558ed7398aa42c9ff464ee50630e24ad6cdef5ce6f9c4e4009f51b7bd3d537",
+      "matched_output_lines": 4071594
+    }
+  ],
+  "scope": "Actual native Biome.shouldFreeze and Biome.shouldSnow using private climate construction for explicit float bits, native temperature modifiers/cache, real fluid identities, real snow survival/support and light/build-height gates. All states are compared as freezing blocks, forced fluid carriers, contained fluids, snow candidates, snow supports and each water-edge neighbor. All neighbor masks, both RNG tails, repeated queries, raw float thresholds/nonfinite values, both temperature modifiers, precipitation flags, light boundaries, sea-level extremes, partial failures and wrapped coordinates are included. Dynamic block entities are absent; lighting propagation, mutation, snow/ice updates and complete weather simulation remain pending. Native per-biome thread-local caches are released only after each independent fixture, retaining repeated-query semantics within it. The fixture mode directly calls biome methods and does not represent a vanilla feature codec."
+}

benchmarks/rust-biome-zoom-2026-10-06/scoped-parity.json

@@ -0,0 +1,131 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 256933,
+  "seed_hashes": 4104,
+  "block_queries": 169408,
+  "position_queries": 83421,
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+    "crates/horizon-core/src/density/end_islands.rs": "168b9384237bd2e41d0ae5a74e944da4dc74e493bdec31fb73184c9a49e3de55",
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+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
+    "crates/horizon-world/src/worldgen/settings.rs": "a8fe87752e1982ef11cb67f8d80d8e3428b2c27db178044cb425ba803e689e59",
+    "crates/horizon-world/src/worldgen/tags.rs": "7516e20a20479d1c4a9734d7d8e9826740b324869d7afe51eab94bb1bc7c97ae",
+    "crates/horizon-world/src/worldgen/terrain.rs": "42823918deec5e149dc729a95bfe54aa32d91604098d5eb8452da0162d557d22",
+    "crates/horizon-world/src/worldgen.rs": "cffb5e72b59222dad13e57fa74ed4f553570a61a8773f27b5199444111ced2e0",
+    "crates/horizon-core/examples/biome_zoom_fixture.rs": "8bdb7a4f15ac94cd4807ea1e1211c53f0ea050fda5ddfea65b2dc345e13b2e27"
+  },
+  "fixtures_sha256": {
+    ".local/rust-biome-zoom-parity/inputs.txt": "61abb5e562325847d5c7f7849dac79aa9392b9ae2dab9f42dab6485dd89c5ea7"
+  },
+  "rust_output_sha256": "7b5d1c89f31ce1a803bafe9a675677d035cbce49ecede300d6beab7240501c95",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "7b5d1c89f31ce1a803bafe9a675677d035cbce49ecede300d6beab7240501c95",
+      "matched_output_lines": 256933
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "7b5d1c89f31ce1a803bafe9a675677d035cbce49ecede300d6beab7240501c95",
+      "matched_output_lines": 256933
+    }
+  ],
+  "scope": "Actual BiomeManager seed obfuscation, block-position eight-corner jitter selection, direct block/double-to-quart queries, and source replacement preserving the zoom seed. Captured resolver coordinates are compared, including dense local grids, signed coordinate overflow, negative boundaries, distant blocks, long-seed boundaries, random seeds/positions, double infinities/NaNs/subnormals and saturating conversion. SHA-256 seed transforms are also compared against Python hashlib independently. Biome storage/source generation, blending, chunk integration and gameplay remain separate work."
+}

benchmarks/rust-block-blob-2026-10-06/scoped-parity.json

@@ -0,0 +1,206 @@
+{
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+  "minecraft": "26.3",
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+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "candidate_states": 35723,
+  "double_plant_blocks": 10,
+  "mossy_carpet_blocks": 1,
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSurvivalOracle.java": "4e7cc151617c1b02e872f9ca3e9fe4632379f225f4f07718ff6492df4ee551e7",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockPropertiesOracle.java": "99a396b9b983f6ca9149133251f3ece9aaf76d3d16dafa1f322378212a19490c",
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+    ".local/rust-block-blob-parity/support-cached-states.json": "353945a58fe69b352925473f1693f9b14a9ad19f13c15159c4184f2c29258622",
+    ".local/rust-block-blob-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-block-blob-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
+    ".local/rust-block-blob-parity/survival-placement-classes.json": "7fdbf48ab18c87098bbe1b6176cb81f4842b6c5d9a4d6bbaf7037ff61cb1848c",
+    ".local/rust-block-blob-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-block-blob-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-block-blob-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "6ed1f061cc2b073147acc2bc3523e47901b95b066bef3aa1dab3627b8c122e85",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "6ed1f061cc2b073147acc2bc3523e47901b95b066bef3aa1dab3627b8c122e85",
+      "matched_output_lines": 2387914
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "6ed1f061cc2b073147acc2bc3523e47901b95b066bef3aa1dab3627b8c122e85",
+      "matched_output_lines": 2387914
+    }
+  ],
+  "scope": "Native BlockBlobFeature codec, state decoding, support-predicate descent and three randomized overlapping shapes. Every candidate and supporting registry state, minimum-height returns, query failures, float radius versus double distance, inclusive box order, all three final origin-offset draws, flags 3, rejected writes, repeated mutations and both random modes are compared. Named tags, survival/support predicates and overlay/modifier composition use the same mutable world. Positions near signed integer limits avoid pathological native overflow boxes; Rust bounds descent and box work to 2^20 visits. Resident-world update callbacks and complete gameplay remain pending."
+}

benchmarks/rust-block-collision-scan-2026-10-06/scoped-parity.json

@@ -0,0 +1,204 @@
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+    "crates/horizon-world/src/worldgen/vines.rs": "ee9b79b65012bd86a838241d2ef708680f7fe8eafc8aa656dae9cf2abf3c6418",
+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
+    "crates/horizon-world/src/worldgen/write_zone.rs": "8e17a179764d3f68c05882aef35f6810c28a0000f9a83e58bd6030660b76e64e",
+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/block_collision_scan_fixture.rs": "509420fc9601ece4ad17d4eec67a2d2ad4de0c653c55cbf01ba746a354575f17"
+  },
+  "fixtures_sha256": {
+    ".local/rust-block-collision-scan-parity/inputs.txt": "d87e1a985430aab7a9fd77e6f3a70e4810d19241c74a9fe8c324348d5c0737dc"
+  },
+  "rust_output_sha256": "f975369ad065b5417dbeacbfa554fc3f27ddaa4f2e634e57f5380e070b355d72",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "f975369ad065b5417dbeacbfa554fc3f27ddaa4f2e634e57f5380e070b355d72",
+      "matched_output_lines": 517820
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "f975369ad065b5417dbeacbfa554fc3f27ddaa4f2e634e57f5380e070b355d72",
+      "matched_output_lines": 517820
+    }
+  ],
+  "scope": "Actual BlockCollisions cursor and selection algorithm over controlled block metadata, chunk providers and context shapes. Compares ordered chunk/state/suffocation/shape calls, missing-chunk retries, cached chunk reuse, face/edge/corner filtering, canonical full-block versus equal noncanonical shape behavior, exact emitted shape data, early consumer termination and injected provider failures. Finite bounded scans include thin/zero-size boxes, chunk crossings and wrapped integer positions. Registry-specific metadata/shape dispatch, live chunk loading and entity movement are separate integration work; unsupported cursor volumes and caller budgets use typed Rust errors."
+}

benchmarks/rust-block-column-2026-10-06/scoped-parity.json

@@ -0,0 +1,203 @@
+{
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+  "minecraft": "26.3",
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+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 64120,
+  "candidate_states": 35723,
+  "double_plant_blocks": 10,
+  "mossy_carpet_blocks": 1,
+  "sources_sha256": {
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaPlacementOracle.java": "12b1c46cc397755ef6827da777faef3e71c008cafa48403669c03ca2bdc3c7cb",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSurvivalOracle.java": "4e7cc151617c1b02e872f9ca3e9fe4632379f225f4f07718ff6492df4ee551e7",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockPropertiesOracle.java": "99a396b9b983f6ca9149133251f3ece9aaf76d3d16dafa1f322378212a19490c",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSupportOracle.java": "04350901a2d708fb8fa672de61d058f73f332d2e90df1b93a67781862f89c1ad",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockStateCodecOracle.java": "5c217a8cb72094020082bd4846ed675a6399b9fa371be95a221bd92d227b2e09",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCollisionOracle.java": "60ff9ef7c1d5e23c080f9aec95ab2e7d3b7c5b5bcd67b9efa9518776c400629a",
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+    }
+  ],
+  "scope": "Native block-column feature codec and algorithms, with nonnegative height-provider validation, all candidate state descriptors, all six directions, both base/tip truncation orders, first obstruction beyond the origin, ordered predicate queries before writes, optional-provider fallback reads, rejected writes, partial failures, coordinate wrapping, named providers and nested feature/modifier composition. Both independent random streams and stored states are checked after repeated calls. A bounded runtime work budget rejects pathological million-operation traversals; actual chunks, neighbor updates and complete gameplay remain pending."
+}

benchmarks/rust-block-entity-storage-2026-10-06/scoped-parity.json

@@ -0,0 +1,205 @@
+{
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+    "resolve": 20825,
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+    "get": 864,
+    "save": 914,
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+    "active": 889,
+    "remove": 821
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+    "crates/horizon-world/examples/block_entity_storage_fixture.rs": "feefacc51bcf2b5af62869130512ac150664470c07cc2c2746d9258a6709b181"
+  },
+  "fixtures_sha256": {
+    ".local/rust-block-entity-storage-parity/inputs.txt": "9b9242240b36a6b65fbc0a3c707685946cbbbe16cfcafa59c5b16bd5aa33718f"
+  },
+  "rust_output_sha256": "81304a08cb574ec6b4c46ea76ffd4bdd8bfc331d5b07bd4bc4de3d7564340dc9",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "81304a08cb574ec6b4c46ea76ffd4bdd8bfc331d5b07bd4bc4de3d7564340dc9",
+      "matched_output_lines": 78251
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "81304a08cb574ec6b4c46ea76ffd4bdd8bfc331d5b07bd4bc4de3d7564340dc9",
+      "matched_output_lines": 78251
+    }
+  ],
+  "scope": "Native BlockEntity.getPosFromTag and actual ProtoChunk pending/active insertion, lookup, removal, position union and pending-save fallback. NumericTag coordinate reads cover integer narrowing, float/double floor overflow, infinities/NaNs, missing/nonnumeric fields, wrong-chunk relocation and wrapped chunk coordinates. Active entries replace pending data; later pending records cannot overwrite active entries. In-place pending coordinate mutation retains the original map key. Native chest entities carry loot seeds for active identity and basic saving-metadata comparisons; Rust supplies caller-owned payload serialization. Iteration order is normalized, and pending reads are borrowed/owned values rather than unrestricted Java aliases. Entity creation from NBT, complete entity serializers, active behavior and integration with chunk lifecycle remain pending."
+}

benchmarks/rust-block-landing-2026-10-07/scoped-parity.json

@@ -0,0 +1,228 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
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+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "registry_blocks": 1286,
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+      "matched_output_lines": 3524267
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "dca0477ebdf14f4da98f71d1c77a0df01db9c04dd8a381d9b2426de6a4659feb",
+      "matched_output_lines": 3524267
+    }
+  ],
+  "scope": "Actual registered Block.fallOn and bounceOn across all states and eight entity class families, plus client/server distinctions, damage return, bounce suppression, protection/rules, random boundaries, NaN/infinity and failures at each observable callback. Farmland replacement uses native registered collision shapes and ordered occupant pushes; turtle egg changes preserve hatch and compare write flags, event order and effects after failed writes. Entity damage, randomness, selected entities, sounds, world writes and events are controlled providers. Live health, entity storage, network, audio and full movement lifecycle integration remain separate work."
+}

benchmarks/rust-block-pile-2026-10-06/scoped-parity.json

@@ -0,0 +1,204 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 75667,
+  "candidate_states": 35723,
+  "double_plant_blocks": 10,
+  "mossy_carpet_blocks": 1,
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaPlacementOracle.java": "12b1c46cc397755ef6827da777faef3e71c008cafa48403669c03ca2bdc3c7cb",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSurvivalOracle.java": "4e7cc151617c1b02e872f9ca3e9fe4632379f225f4f07718ff6492df4ee551e7",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockPropertiesOracle.java": "99a396b9b983f6ca9149133251f3ece9aaf76d3d16dafa1f322378212a19490c",
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+    ".local/rust-block-pile-parity/support-cached-states.json": "353945a58fe69b352925473f1693f9b14a9ad19f13c15159c4184f2c29258622",
+    ".local/rust-block-pile-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-block-pile-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
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+    ".local/rust-block-pile-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-block-pile-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-block-pile-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "639bf7fa3f07d6b293eef1ed6422ac1a465944cd5369fe82d804f499f176c69e",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "639bf7fa3f07d6b293eef1ed6422ac1a465944cd5369fe82d804f499f176c69e",
+      "matched_output_lines": 11995254
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "639bf7fa3f07d6b293eef1ed6422ac1a465944cd5369fe82d804f499f176c69e",
+      "matched_output_lines": 11995254
+    }
+  ],
+  "scope": "Native BlockPileFeature codec and placement with every candidate and supporting block state. Minimum-height early return, radius sampling, native inclusive-box visit order, squared-distance float arithmetic, sparse outer draws, air variants, dirt-path random acceptance, cached/dynamic FULL upper support, provider selection and fallback reads, flags 260, rejected writes, partial failures, repeated calls and both random streams are compared. Named providers and overlay/modifier composition use the same world. Wrapped boxes with finite native counts and failure-terminated prefixes of negative-count boxes are included; Rust bounds pathological iteration to 2^20 visits. Block entities are absent in this fixture. Resident chunks, block updates and complete gameplay remain pending."
+}

benchmarks/rust-block-properties-2026-10-06/scoped-parity.json

@@ -0,0 +1,184 @@
+{
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+    "crates/horizon-world/examples/block_properties_fixture.rs": "c997c376a79a48e524524d2afff8c4103bfef8fcc75c7424b332faacc17b6097"
+  },
+  "fixtures_sha256": {
+    ".local/rust-block-properties-parity/inputs.txt": "b4d336ea8fc168df652a71651bb48e41e5f23fc22bb451b6969c8021140cfe53",
+    ".local/rust-block-properties-parity/block-registry.nbt": "5042073c80753f9548cb8fdb5b1000f0e5a1220127a0cc3c6a75737e180bf9bb",
+    ".local/rust-block-properties-parity/cached-collision.nbt": "f3a5c6a5b2d51dad6c52e486e2b9989e79fd55db1a9bda6196db399550b04078",
+    ".local/rust-block-properties-parity/block-properties.nbt": "1aba22092f70d16b8092014c058ddc210e4aaa77bac32f6ec62e4d0e91d92a99"
+  },
+  "rust_output_sha256": "57375d2d438beec6df6cd4ba199c34c52d102abcca5f624ff62f5024bcf74a96",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "57375d2d438beec6df6cd4ba199c34c52d102abcca5f624ff62f5024bcf74a96",
+      "matched_output_lines": 197180
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "57375d2d438beec6df6cd4ba199c34c52d102abcca5f624ff62f5024bcf74a96",
+      "matched_output_lines": 197180
+    }
+  ],
+  "scope": "All pinned block-definition force-solid, replaceability, liquid and occlusion flags and raw occlusion geometry are imported privately; Rust computes legacy solidity from cached collision shapes and solid rendering from occlusion geometry. All six native face-occlusion full-shape tests are compared for every state and every synthetic shape/occlusion-flag case; Rust caches shared shape masks and retains typed errors for unknown state IDs. Actual native BlockState isSolid, liquid, canOcclude, isSolidRender and no-context canBeReplaced are compared for every state, together with raw cached bounds and synthetic force-flag/cache/shape threshold combinations using the private native solidity calculator and native full-shape test. Item/fluid replacement, block support, survival, dynamic collision and full gameplay remain pending."
+}

benchmarks/rust-block-push-2026-10-07/scoped-parity.json

@@ -0,0 +1,217 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 10082,
+  "sources_sha256": {
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+    "tools/test_rust_parity.py": "29d3db08005873528894b45ca10dcd6278753650473b3eb574e53e06ede40ec6",
+    "tools/lab.py": "d00bf107fa01b6c579734a082c3ca4ade3018f0d6851d46844acf17574f66e64",
+    "Cargo.toml": "3f93319c1eb70dbd7ba25cd74ef343fbf35c52c7c4752f955605c58699cbff9d",
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+    "crates/horizon-world/src/worldgen/vines.rs": "ee9b79b65012bd86a838241d2ef708680f7fe8eafc8aa656dae9cf2abf3c6418",
+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
+    "crates/horizon-world/src/worldgen/write_zone.rs": "8e17a179764d3f68c05882aef35f6810c28a0000f9a83e58bd6030660b76e64e",
+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/block_push_fixture.rs": "2fb7fd276f09c2cb691a6f90faa1e8163c6c8bd46024141b7152039f1c5803d7"
+  },
+  "fixtures_sha256": {
+    ".local/rust-block-push-parity/inputs.txt": "9b2aaef7924c303135e638199a314bd6af20a2b0460220cc036c7803b4ef8206"
+  },
+  "rust_output_sha256": "3ff6d08b527186665c2287304d735c8939a90e8359e8a5b1eae48ab5fc7ff612",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "3ff6d08b527186665c2287304d735c8939a90e8359e8a5b1eae48ab5fc7ff612",
+      "matched_output_lines": 101006
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "3ff6d08b527186665c2287304d735c8939a90e8359e8a5b1eae48ab5fc7ff612",
+      "matched_output_lines": 101006
+    }
+  ],
+  "scope": "Actual Block.pushEntitiesUp with old/new collision shape queries and ordered selected entity lists. Compares unoptimized added-space geometry, world translation, entity query bounds, upward collision displacement, zero-distance teleports, current bounds after previous callbacks and partial state after provider failures. Empty/redundant shapes, partial shapes, large coordinates, degenerate/nonfinite entity boxes and callbacks moving later entities are covered. Collision shapes and entity selections are controlled snapshots; registered replacement dispatch, live entity indexing and actual teleport/network behavior remain separate integration work."
+}

benchmarks/rust-block-state-codec-2026-10-06/scoped-parity.json

@@ -0,0 +1,127 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "block_states": 35723,
+  "blocks": 1286,
+  "integer_properties": 146,
+  "codec_inputs": 185538,
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+    "crates/horizon-world/src/worldgen.rs": "a5abb8b8b186c90b12eaa1552c0304c952cf40e4cb0f60d2665b34202154893d",
+    "crates/horizon-world/examples/block_state_codec_fixture.rs": "c053e44f17b3641bf5c45ed05c2fd0c88c3ac2a20cdf385737502d5a865e7a2b"
+  },
+  "fixtures_sha256": {
+    ".local/rust-block-state-codec-parity/inputs.txt": "3266a7d8ac5b6afbbcb786f6bd85ba98d876eab589e0d4ed4af9d2212235af5e",
+    ".local/rust-block-state-codec-parity/facts-client.json": "5e89a805514cabfe46e082d651db406b9479781e1d97b65faa2ab9f6f871309b",
+    ".local/rust-block-state-codec-parity/facts-server.json": "5e89a805514cabfe46e082d651db406b9479781e1d97b65faa2ab9f6f871309b"
+  },
+  "rust_output_sha256": "fb4b7c50dcfb93170898f0c378aa3893a6ff8a211c1b8a25725dd898cb45ce5b",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "fb4b7c50dcfb93170898f0c378aa3893a6ff8a211c1b8a25725dd898cb45ce5b",
+      "matched_output_lines": 221261
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "fb4b7c50dcfb93170898f0c378aa3893a6ff8a211c1b8a25725dd898cb45ce5b",
+      "matched_output_lines": 221261
+    }
+  ],
+  "scope": "Actual BlockState.CODEC and FULL_CODEC, every pinned runtime block state, compact/default versus full encoding, canonical object keys, namespaces, property omission/invalid fallback, unknown fields, malformed property containers, Java integer-property parsing including signs/leading zeroes/BMP decimal digits and overflow, invalid identifiers/types, duplicate fields. Registry identities, defaults and integer property kinds are imported from both authenticated JARs and must agree. This ports codec behavior over that metadata, not block gameplay. Native warning text, arbitrary malformed JSON/unpaired surrogate text, registry lifecycle/ownership and full material-rule codecs remain pending."
+}

benchmarks/rust-block-support-2026-10-06/scoped-parity.json

@@ -0,0 +1,172 @@
+{
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+    "crates/horizon-world/src/worldgen/state_provider.rs": "647f253a7d14d724086b4d146f26295e0da825df86f4adbd6a0e367d5198f3d5",
+    "crates/horizon-world/src/worldgen/tags.rs": "d35ded93fe6e95ea045cadcf4925e656dc34ef832b742179b9ad0cc49f902f31",
+    "crates/horizon-world/src/worldgen/terrain.rs": "7fb7130111654563f7217f7b84563adde0b11c3ebd6a499a514dc98ebef7c733",
+    "crates/horizon-world/src/worldgen/value_provider.rs": "3358b563db8cb0bc8a9cfbbe2b8b3e70941cd2d37a0b519fbb6545f8d0dcbb69",
+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
+    "crates/horizon-world/src/worldgen.rs": "821981c893fc84312351503f2be0c06c681d8bc768dade14576697cf047a9f8f",
+    "crates/horizon-world/examples/block_support_fixture.rs": "a459611c5f0ba22d7f9d3b964ff877dbfa513e5db1cf6e9f5114a73e746fa8ce"
+  },
+  "fixtures_sha256": {
+    ".local/rust-block-support-parity/block-registry.nbt": "5042073c80753f9548cb8fdb5b1000f0e5a1220127a0cc3c6a75737e180bf9bb",
+    ".local/rust-block-support-parity/cached-support.nbt": "b6fdc9471b0b61e904206d3f099f4dc235aad6d723536c210be0cb7c3560d82c"
+  },
+  "rust_output_sha256": "6489ad4b567eefca4a3b1c1253b80f19b039a6cec8c5fa56e1d82c569be4d9f8",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "6489ad4b567eefca4a3b1c1253b80f19b039a6cec8c5fa56e1d82c569be4d9f8",
+      "matched_output_lines": 248867
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "6489ad4b567eefca4a3b1c1253b80f19b039a6cec8c5fa56e1d82c569be4d9f8",
+      "matched_output_lines": 248867
+    }
+  ],
+  "scope": "All 35,524 cached block-state support shapes are imported privately and Rust derives FULL/CENTER/RIGID face-support masks. These are compared with actual BlockState.isFaceSturdy cache results across all six directions; all 199 uncached states remain explicitly unsupported. Registry/DataVersion/kind validation, shared shape identities, exact face geometry and full-state queries are covered. Dynamic support selection, block survival and full gameplay remain pending."
+}

benchmarks/rust-block-survival-2026-10-06/scoped-parity.json

@@ -0,0 +1,194 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "supported_blocks": 1286,
+  "supported_states": 35723,
+  "survival_rules": 63,
+  "survival_rule_kinds": 51,
+  "fluid_tag_files": 10,
+  "fixtures": 9229463,
+  "sources_sha256": {
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockPropertiesOracle.java": "99a396b9b983f6ca9149133251f3ece9aaf76d3d16dafa1f322378212a19490c",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSupportOracle.java": "04350901a2d708fb8fa672de61d058f73f332d2e90df1b93a67781862f89c1ad",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockStateCodecOracle.java": "5c217a8cb72094020082bd4846ed675a6399b9fa371be95a221bd92d227b2e09",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCollisionOracle.java": "60ff9ef7c1d5e23c080f9aec95ab2e7d3b7c5b5bcd67b9efa9518776c400629a",
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+  },
+  "fixtures_sha256": {
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+    ".local/rust-block-survival-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-block-survival-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0",
+    ".local/rust-block-survival-parity/block-registry.nbt": "5042073c80753f9548cb8fdb5b1000f0e5a1220127a0cc3c6a75737e180bf9bb",
+    ".local/rust-block-survival-parity/cached-collision.nbt": "f3a5c6a5b2d51dad6c52e486e2b9989e79fd55db1a9bda6196db399550b04078",
+    ".local/rust-block-survival-parity/block-properties.nbt": "1aba22092f70d16b8092014c058ddc210e4aaa77bac32f6ec62e4d0e91d92a99",
+    ".local/rust-block-survival-parity/cached-support.nbt": "b6fdc9471b0b61e904206d3f099f4dc235aad6d723536c210be0cb7c3560d82c"
+  },
+  "rust_output_sha256": "ce804d8fddb7d1b4ae82621b062863be7c568967da1a656db61dd714989dfc93",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "ce804d8fddb7d1b4ae82621b062863be7c568967da1a656db61dd714989dfc93",
+      "matched_output_lines": 35998488
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "ce804d8fddb7d1b4ae82621b062863be7c568967da1a656db61dd714989dfc93",
+      "matched_output_lines": 35998488
+    }
+  ],
+  "scope": "Version-pinned block survival rules are assigned from privately inspected native definition classes and executed in Rust against solid/air/tag tests and unified support geometry. Actual native canSurvive evaluates every supported candidate state, each neighbor state against behavior representatives, changing repeated reads, world-coordinate wrapping, absent/closed/open shulker snapshots, brightness thresholds, independent fluid state sequences and block/entity/light/fluid query failures. All pinned survival families are included; full block placement/update behavior, world/entity lifecycle and full gameplay remain pending."
+}

benchmarks/rust-blocking-item-damage-2026-10-07/scoped-parity.json

@@ -0,0 +1,264 @@
+{
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+  "minecraft": "26.3",
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+    "crates/horizon-world/examples/blocking_item_damage_fixture.rs": "9dad7235e6fa50ca00723d6d6c1f0838443443fae1d2a90a141e1cf012f7cf64"
+  },
+  "fixtures_sha256": {
+    ".local/rust-blocking-item-damage-parity/inputs.txt": "0cb79d37f95adc2a95ddd2c18aa8b1e24142fafe12fffe4f9a56e95b64278b0f"
+  },
+  "rust_output_sha256": "c78041fca237ef15364ce2a42dba44d3acd41b852d2c84daadcc52117ab905cc",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "c78041fca237ef15364ce2a42dba44d3acd41b852d2c84daadcc52117ab905cc",
+      "matched_output_lines": 71800
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "c78041fca237ef15364ce2a42dba44d3acd41b852d2c84daadcc52117ab905cc",
+      "matched_output_lines": 71800
+    }
+  ],
+  "scope": "Actual BlocksAttacks hurtBlockingItem into native unenchanted ItemStack durability storage, on non-player, Player and ServerPlayer receivers. Native statistic item capture, client/level guards, scalar item-damage rules, creative immunity, empty-listener advancement ordering, stack mutation/shrink and equipment-break callback copy/slot are compared with Rust composition. Covers scalar float boundaries, absent/invalid durability components, callback storage mutations and failures. Complete components/codecs, enchantment effects, inventory/equipment lifecycle and full combat/world integration remain pending."
+}

benchmarks/rust-blocking-rules-2026-10-07/scoped-parity.json

@@ -0,0 +1,259 @@
+{
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/blocking_rules_fixture.rs": "af2f202ca110684dbc4f0a03c064c0c07f48939434aeef1f9c562856c7ce586f"
+  },
+  "fixtures_sha256": {
+    ".local/rust-blocking-rules-parity/inputs.txt": "44c056afe8e3d461155e1a0799b8049b62e2f3945dc2a370f6d444bc05910dca"
+  },
+  "rust_output_sha256": "723e42fa1d78554388b17e82b305aa9fe635e869da646112f7d3c573dde59760",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "723e42fa1d78554388b17e82b305aa9fe635e869da646112f7d3c573dde59760",
+      "matched_output_lines": 105068
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "723e42fa1d78554388b17e82b305aa9fe635e869da646112f7d3c573dde59760",
+      "matched_output_lines": 105068
+    }
+  ],
+  "scope": "Actual BlocksAttacks damage reduction records and ordered sums, native direct HolderSet membership through virtual source typeHolder queries, delay/disable tick rounding and ItemDamageFunction thresholds/flooring. Covers NaN/infinity/signed zero, exact angle boundaries, randomized float bits, membership mutations and query failures. Direction/acos calculation, component codecs, item durability, sounds and full blocking dispatch remain pending."
+}

benchmarks/rust-blockstate-model-binding-2026-10-06/scoped-parity.json

@@ -0,0 +1,114 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "resource_blockstates": 1288,
+  "unbound_resource_names": [],
+  "state_definitions": 1288,
+  "definition_states": 35727,
+  "definitions": 3802,
+  "selected_state_results": 687466,
+  "rejected": 220,
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+    "crates/horizon-core/src/ticks/index.rs": "1f1a6a568c2a30eafecb020ca4d5f5fc414860de85b8b381fc419a2e3e65c24a",
+    "crates/horizon-core/src/ticks/mod.rs": "01634630668172516b8b79d0907bad47f6e2c543a6d499c2fa4b201823b375cb"
+  },
+  "fixtures_sha256": {
+    ".local/rust-blockstate-binding-parity/inputs.jsonl": "460edd8de45975d342b1587693c76d94782c99f6e61bb7212c1b5655eebb4426",
+    ".local/rust-blockstate-binding-parity/registry.json": "c400e5438c957d554324afbad198b4baa8ff21d86a59da53d04943a08fb320a5"
+  },
+  "rust_output_sha256": "be66aeb2128b78a5f61f7ee2c48add80e5b31a89eee5a1b5dfa308f16df9f490",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "be66aeb2128b78a5f61f7ee2c48add80e5b31a89eee5a1b5dfa308f16df9f490",
+      "matched_output_lines": 3802
+    }
+  ],
+  "scope": "Actual BlockStateModelDispatcher.instantiate and MultiPartModel visual-equality selection on every bundled blockstate definition, including the native fake item-frame definitions, and its native ordered possible states. Synthetic malformed selectors, overlapping recovery, eager multipart errors, per-term negation, combined predicates, integer-property conversion and partial coverage. Property schema and state order are exported from the authenticated client. No weighted random selection, transformed baking, renderer integration or gameplay parity claim."
+}

benchmarks/rust-blockstate-model-binding-2026-10-06/shared-integer-codec.json

@@ -0,0 +1,203 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "blocks": 1286,
+  "integer_properties": 146,
+  "codec_inputs": 185538,
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+  },
+  "fixtures_sha256": {
+    ".local/rust-block-state-codec-parity/inputs.txt": "3266a7d8ac5b6afbbcb786f6bd85ba98d876eab589e0d4ed4af9d2212235af5e",
+    ".local/rust-block-state-codec-parity/facts-client.json": "5e89a805514cabfe46e082d651db406b9479781e1d97b65faa2ab9f6f871309b",
+    ".local/rust-block-state-codec-parity/facts-server.json": "5e89a805514cabfe46e082d651db406b9479781e1d97b65faa2ab9f6f871309b"
+  },
+  "rust_output_sha256": "fb4b7c50dcfb93170898f0c378aa3893a6ff8a211c1b8a25725dd898cb45ce5b",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "fb4b7c50dcfb93170898f0c378aa3893a6ff8a211c1b8a25725dd898cb45ce5b",
+      "matched_output_lines": 221261
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "fb4b7c50dcfb93170898f0c378aa3893a6ff8a211c1b8a25725dd898cb45ce5b",
+      "matched_output_lines": 221261
+    }
+  ],
+  "scope": "Actual BlockState.CODEC and FULL_CODEC, every pinned runtime block state, compact/default versus full encoding, canonical object keys, namespaces, property omission/invalid fallback, unknown fields, malformed property containers, Java integer-property parsing including signs/leading zeroes/BMP decimal digits and overflow, invalid identifiers/types, duplicate fields. Registry identities, defaults and integer property kinds are imported from both authenticated JARs and must agree. This ports codec behavior over that metadata, not block gameplay. Native warning text, arbitrary malformed JSON/unpaired surrogate text, registry lifecycle/ownership and full material-rule codecs remain pending."
+}

benchmarks/rust-blockstate-model-choice-2026-10-06/scoped-parity.json

@@ -0,0 +1,112 @@
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+    "crates/horizon-core/src/density/cache.rs": "38d0b6c9dd04ffef979fdad3f29cfebf98d331c8c9d430be5f39aa34f6c30975",
+    "crates/horizon-core/src/density/end_islands.rs": "168b9384237bd2e41d0ae5a74e944da4dc74e493bdec31fb73184c9a49e3de55",
+    "crates/horizon-core/src/density/graph/compiler.rs": "ac67deeb16f16d0859aa20e5a165811a29aca0b910037ee6bf5098211f3a6ede",
+    "crates/horizon-core/src/density/graph/mod.rs": "b776e7da934cb03051a3053d56d461c71e9978e084922fe4194147aa580c07bf",
+    "crates/horizon-core/src/density/graph/seeded.rs": "6bcdcaa3dffcfa9df673bbbea35120057a16ba3d2b506c52709c36cf8976b74a",
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+    "crates/horizon-core/src/density/rounding.rs": "71840c5206ff8d218ac29bf6f66915d5212764ba270c675711a866ba5b55a7a6",
+    "crates/horizon-core/src/density/selection.rs": "0dd26af2e85004ec5e053039ad11c384c17c56ace9ab45eb3f5cb3503c0b0330",
+    "crates/horizon-core/src/density/slice.rs": "5d77605573c0deda47778f1f78f7fa3fbf1944d8f5efbcc65cf589181cadf80b",
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+    "crates/horizon-core/src/density/surface.rs": "159e0e69cda74f870e80ea64fe523c4397e64af4ccb861bb9fd07b2c3cb91b00",
+    "crates/horizon-core/src/density/terrain_noise.rs": "8d0059d25eb5d248cb97a4c5a2e670d61528928ea151495c004f25adb723fe3e",
+    "crates/horizon-core/src/density/tests.rs": "7817796ee40d0ae241bfbebec6bca190e0a8e7d5a1caa8ddf858c3eaa58b8858",
+    "crates/horizon-core/src/density/world_fields.rs": "c1ce305cb8046b384d90c564cafb24af7365d580389637910f3d8b0cc18eb583",
+    "crates/horizon-core/src/geometry/mod.rs": "dc92f73885dd0a7760743bf74f1ab8afa839d61cef2dfef890f8a23b67b4742e",
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+    "crates/horizon-core/src/geometry/shape/create.rs": "189812b91d5e0e3ad963afcd1a6e2831b31b8188df91a904ef27061e644806ad",
+    "crates/horizon-core/src/geometry/shape/face.rs": "f243bce81384040a95ce7984b02b5699206c596c537b2713097e86005b4d3a5c",
+    "crates/horizon-core/src/geometry/shape/join.rs": "f1b51887b7bf9482557e3ffa99e136f2e5db07ceeb05fdb116adf45e87129075",
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+    "crates/horizon-core/src/noise/mod.rs": "1dab5a713abf702402e69ace1bf9e476bba544b0ede5a61c3c3afc60af0a03f3",
+    "crates/horizon-core/src/noise/normal.rs": "e9e7a46472a54a02c98c46da819842090567153b32fe0c84249009ef19af7aad",
+    "crates/horizon-core/src/noise/perlin.rs": "e73815447432eab7542f67366cb3f1b368d164e33f6c9cdbd045ac8e4db0932a",
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+    "crates/horizon-core/src/noise/volume.rs": "3f05d2b1780acfdfee60037677d309937a5033b45ef428fc2d540942d4b56b43",
+    "crates/horizon-core/src/position/iter.rs": "32d2d8e74821cc4e49e3354202d35d3120e4415bfdda9375a73f2137ef651129",
+    "crates/horizon-core/src/position.rs": "e10101088e6902386b9b6d27773d44312f1ff72bebb19e57967a54945dde9dcd",
+    "crates/horizon-core/src/random/hash.rs": "0f88a127a1ba2705d3d6c0ebd009324d6ba86ffa2d27edf2d2a84765e690e4a3",
+    "crates/horizon-core/src/random/positional.rs": "35494745e5d4cf89e282c3ae0ee245e9f2640ddbbc03bc0055df742006a9c862",
+    "crates/horizon-core/src/random/worldgen.rs": "9f07ff33bcc038d34e27aa5465753bb21df18f2975e43cae201f709bc186945a",
+    "crates/horizon-core/src/random.rs": "ddb95d3a83e28ad605ff1f49f5df270cc543ca5ef1130e37d989dc74c8d861e6",
+    "crates/horizon-core/src/storage.rs": "f6c32201c64aefde06e57a2c767be46918df613548a322801546b133799cc33d",
+    "crates/horizon-core/src/text.rs": "e6553ddb5db5039e8dc4614b6a6dc9f35a26dc3d1673b68a04e72e7983b67abb",
+    "crates/horizon-core/src/ticks/generation.rs": "be1237e790693f633a61714ddae68c6506a777588a8a3ab5efbe53a35774dbd2",
+    "crates/horizon-core/src/ticks/heap.rs": "bf28afab8af77c3d243aa96cd8a1fb8d934140a4dbd07dbfdbf4e7908bb4b845",
+    "crates/horizon-core/src/ticks/index.rs": "1f1a6a568c2a30eafecb020ca4d5f5fc414860de85b8b381fc419a2e3e65c24a",
+    "crates/horizon-core/src/ticks/mod.rs": "01634630668172516b8b79d0907bad47f6e2c543a6d499c2fa4b201823b375cb"
+  },
+  "fixtures_sha256": {
+    ".local/rust-model-choice-parity/inputs.jsonl": "493a8bbd1f9b837401d4ed89df530af253163ed4fc90270fefa3b7d1c9f25c10"
+  },
+  "rust_output_sha256": "d5bb4226fa3f927e4d3dfda4b6cb6746018d7443d2965e3c921693dbdfd31262",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "d5bb4226fa3f927e4d3dfda4b6cb6746018d7443d2965e3c921693dbdfd31262",
+      "matched_output_lines": 6960
+    }
+  ],
+  "scope": "Actual WeightedVariants.collectParts and MultiPartModel.collectParts with inert observable leaf models and preselected boolean conditions. Every distinct bundled blockstate weight vector plus synthetic singletons, large totals, empty/partial multipart subsets and random graphs. Legacy and xoroshiro streams, six seeds per graph, repeated collection and subsequent nextLong/nextInt verify model choice and draw consumption. No actual model baking, material evaluation, transformed quads, renderer integration or gameplay parity claim."
+}

benchmarks/rust-blockstate-model-decoding-2026-10-06/scoped-parity.json

@@ -0,0 +1,48 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "resource_blockstates": 1288,
+  "synthetic_definitions": 1351,
+  "rejected": 468,
+  "sources_sha256": {
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCuboidModelOracle.java": "7526f20513c549483122ab0d5ad24b9e87f38dc2f6aae55addd701a91ac85e43",
+    "tools/test_blockstate_model_parity.py": "adf720719432c677f37bd10ed6e02089195c1fc4dcf227bb01187c3fd5a1747a",
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+    "Cargo.lock": "3b8e27b28da541475b05111f24f2ab96d2e5db88e62d34ab848ac057c09d33e7",
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+    "crates/horizon-assets/examples/cuboid_model_fixture.rs": "97609d90e3f6ce340f3590296db2dc778113bb2b33c7d1b54080a1d6f3023f40",
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+    "crates/horizon-assets/examples/model_resolution_fixture.rs": "c071067140299e49345a6ebd94e15b3b6d853cb9ae11d8de46e3cbdfb8b01f0e",
+    "crates/horizon-assets/examples/sprite_animation_fixture.rs": "254314d52deda129ab461221d3d8b95323a60730d374e566c1cd599fba85f072",
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+    "crates/horizon-assets/src/bake.rs": "0bc519e93ad8200d89543ceb5c811dd82bbeb0e9003b143385c8a03e758dfe65",
+    "crates/horizon-assets/src/blockstate.rs": "ec5fef8eb7cf4c5e367c76d394554e97c598371e4d4dc6029b15c6483a75616c",
+    "crates/horizon-assets/src/json.rs": "99fe8af4fbf5d4eed408a92e829ac1a39597a0d92471a6bff73771fad9c830a8",
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+    "crates/horizon-assets/src/model.rs": "57ddb3d65e88e7a8aa22c62bc298a2dae7f4e994326a873a31f06c0f36ed051b",
+    "crates/horizon-assets/src/resolve.rs": "3927ac926cdcbd7d334901cc32d0ecc1e498b1bec98f76a46bca6d4964c13541"
+  },
+  "fixtures_sha256": {
+    ".local/rust-blockstate-model-parity/inputs.jsonl": "9ac61d1c85d00d1c4ca1246a832359459a055077d04401599534885cd6f341b9"
+  },
+  "rust_output_sha256": "53300626594228aeb6fb75923b49430a26a230f729aa0ead7f05080d039c34b0",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "53300626594228aeb6fb75923b49430a26a230f729aa0ead7f05080d039c34b0",
+      "matched_output_lines": 2639
+    }
+  ],
+  "scope": "Actual StrictJsonParser and BlockStateModelDispatcher codec used by the pinned resource loader. Every bundled blockstate JSON plus variants, XYZ quarter turns, UV-lock flags, weighted entries, source order, multipart conditions and malformed synthetic cases. No registry binding, property selection, random draw selection, transformed baking, rendered pixels or gameplay parity claim."
+}

benchmarks/rust-blockstate-transforms-2026-10-06/identity-regression.json

@@ -0,0 +1,54 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "resource_models": 2883,
+  "graph_fixtures": 440,
+  "rejected_roots": 1039,
+  "sources_sha256": {
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCuboidModelOracle.java": "7526f20513c549483122ab0d5ad24b9e87f38dc2f6aae55addd701a91ac85e43",
+    "tools/test_model_baking_parity.py": "392ffec44918fb91740ca4a1316d684480d39f14bd34d46175f7f44946d15bd7",
+    "tools/test_cuboid_model_parity.py": "4a8b1cdcac335751c23413341ae939eea1c49c38d33d70d0708b8904ab8d0461",
+    "tools/test_model_resolution_parity.py": "d9595f2f1442f1f590b72d2a46600657e79ae103bec3d4c45db98242b964bde0",
+    "tools/lab.py": "d00bf107fa01b6c579734a082c3ca4ade3018f0d6851d46844acf17574f66e64",
+    "tools/test_rust_parity.py": "29d3db08005873528894b45ca10dcd6278753650473b3eb574e53e06ede40ec6",
+    "Cargo.toml": "3f93319c1eb70dbd7ba25cd74ef343fbf35c52c7c4752f955605c58699cbff9d",
+    "Cargo.lock": "cb1e87d449114a63edd904c0559d631e8fa9feeb27efd6539aacdcfeae178876",
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+    "crates/horizon-assets/examples/model_baking_fixture.rs": "a762a8b48f09b5ac5e9c48d4a578b18b700810807fe5d3fc50798365cce1c314",
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+    "crates/horizon-assets/examples/sprite_animation_fixture.rs": "254314d52deda129ab461221d3d8b95323a60730d374e566c1cd599fba85f072",
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+    "crates/horizon-assets/src/bake/transform.rs": "a95e658fef85b21bcb2f9f7512f98f98d57022d62c1199885b7133beae35a09d",
+    "crates/horizon-assets/src/bake.rs": "f55dda6b6cee5ac6e65a8ee4837fdd2c6674437d59e59b4c45718f6324d4a4d5",
+    "crates/horizon-assets/src/blockstate/bind.rs": "6278962e55c9786bba8184bdf2939af9c6e3b9002b08c3022129964b49a60009",
+    "crates/horizon-assets/src/blockstate/choice.rs": "5a66c8b9833e2f19dd8b0773f3593d97ff5941d3c5b773896b98049efa1395ba",
+    "crates/horizon-assets/src/blockstate.rs": "a4299dfd7adaeb4173982ffaa8e9c9eda2925739ae579a714193c99da2e7ce56",
+    "crates/horizon-assets/src/json.rs": "99fe8af4fbf5d4eed408a92e829ac1a39597a0d92471a6bff73771fad9c830a8",
+    "crates/horizon-assets/src/lib.rs": "e39f21c59a2c3e1c53d977b29bd5e0638e5fc41d86ff0fcc1882a6d90fd961e4",
+    "crates/horizon-assets/src/model.rs": "57ddb3d65e88e7a8aa22c62bc298a2dae7f4e994326a873a31f06c0f36ed051b",
+    "crates/horizon-assets/src/resolve.rs": "3927ac926cdcbd7d334901cc32d0ecc1e498b1bec98f76a46bca6d4964c13541"
+  },
+  "fixtures_sha256": {
+    ".local/rust-model-baking-parity/inputs.jsonl": "aba24d38f4fc1af060502f983923c2f279c016d0fd412d40f6d50093fac1d811"
+  },
+  "rust_output_sha256": "9216be3bbae9e59bb89b6ed780ccedc5608cd4583c8e7527e50b165a0d8d30da",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "9216be3bbae9e59bb89b6ed780ccedc5608cd4583c8e7527e50b165a0d8d30da",
+      "matched_output_lines": 7100
+    }
+  ],
+  "scope": "Actual client FaceBakery geometry overload with a real unit-atlas sprite and default JOML math options. Identity blockstate transform, all bundled cuboid geometry and synthetic rotations, rescaling, default/explicit UVs, winding, degenerate and reversed bounds, inherited models and missing materials. Positions, UVs and element matrix coefficients compare by float bits. This does not cover blockstate transforms/UV lock, atlas packing, transparency classification, lighting, GPU rendering or gameplay."
+}

benchmarks/rust-blockstate-transforms-2026-10-06/scoped-parity.json

@@ -0,0 +1,58 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "resource_definitions": 1288,
+  "resource_model_transform_pairs": 7884,
+  "synthetic_models_per_all_128_transforms": 81,
+  "graph_fixtures": 189,
+  "rejected_roots": 0,
+  "baked_quads": 148439,
+  "sources_sha256": {
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaModelBakingOracle.java": "d05e04d25ed5e5aef260ce21cac627a79bdc5376326a5cb34ffb98462b79c79b",
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+    "tools/test_blockstate_transform_parity.py": "5236987f561763571fd4d7b07c6ff72e5a34a065f8fc936d38189763de38a789",
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+    "crates/horizon-assets/src/blockstate/choice.rs": "5a66c8b9833e2f19dd8b0773f3593d97ff5941d3c5b773896b98049efa1395ba",
+    "crates/horizon-assets/src/blockstate.rs": "a4299dfd7adaeb4173982ffaa8e9c9eda2925739ae579a714193c99da2e7ce56",
+    "crates/horizon-assets/src/json.rs": "99fe8af4fbf5d4eed408a92e829ac1a39597a0d92471a6bff73771fad9c830a8",
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+    "crates/horizon-assets/src/model.rs": "57ddb3d65e88e7a8aa22c62bc298a2dae7f4e994326a873a31f06c0f36ed051b",
+    "crates/horizon-assets/src/resolve.rs": "3927ac926cdcbd7d334901cc32d0ecc1e498b1bec98f76a46bca6d4964c13541"
+  },
+  "fixtures_sha256": {
+    ".local/rust-blockstate-transform-parity/inputs.jsonl": "4a858b546c52f20ac82911e5f1bbe6f1ce4273a345f4fedb19dfbcfc50782c1d"
+  },
+  "rust_output_sha256": "a0d2017780ea594714a3e623333468d8485b2443f5e7547f8646470754edec4b",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "a0d2017780ea594714a3e623333468d8485b2443f5e7547f8646470754edec4b",
+      "matched_output_lines": 19704
+    }
+  ],
+  "scope": "Actual FaceBakery with Variant.SimpleModelState and unit-atlas sprite, default JOML math. Every distinct model/XYZ-rotation/UV-lock tuple in bundled blockstates; all 64 quarter-turn combinations with and without UV lock on synthetic geometry. Exact float bits for positions, UVs, element matrices, orientation and all six inverse UV matrices; native Direction.rotate for culling. Includes identity UV lock, degenerate/reversed geometry, element rotations, signed zero and float overflow. Does not establish atlas packing, shader pixels, lighting, render classification, renderer integration or gameplay parity."
+}

benchmarks/rust-blue-ice-2026-10-06/scoped-parity.json

@@ -0,0 +1,210 @@
+{
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+  },
+  "fixtures_sha256": {
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+    ".local/rust-blue-ice-parity/cached-support.nbt": "b6fdc9471b0b61e904206d3f099f4dc235aad6d723536c210be0cb7c3560d82c",
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+    ".local/rust-blue-ice-parity/support-cached-states.json": "353945a58fe69b352925473f1693f9b14a9ad19f13c15159c4184f2c29258622",
+    ".local/rust-blue-ice-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-blue-ice-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
+    ".local/rust-blue-ice-parity/survival-placement-classes.json": "7fdbf48ab18c87098bbe1b6176cb81f4842b6c5d9a4d6bbaf7037ff61cb1848c",
+    ".local/rust-blue-ice-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-blue-ice-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-blue-ice-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "ea6121849b6235043d256ebc9056cc8f93b3a1f8ad13ca76d5997edc9da3f30f",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "ea6121849b6235043d256ebc9056cc8f93b3a1f8ad13ca76d5997edc9da3f30f",
+      "matched_output_lines": 8954666
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "ea6121849b6235043d256ebc9056cc8f93b3a1f8ad13ca76d5997edc9da3f30f",
+      "matched_output_lines": 8954666
+    }
+  ],
+  "scope": "Native BlueIceFeature unit codec, world sea-level gate, origin/below water checks, first non-down packed-ice neighbor and seeding. Every origin and candidate-state classification is compared through failure-terminated prefixes; complete 200-attempt runs cover all packed-ice neighbor masks, ten representative fill states, both random streams and many seeds. Vertical bound draws, signed division, X/Z draw order, six-direction blue-ice adjacency, mutable spreading, flags 2, rejected writes, partial failures, extreme sea levels, wrapped positions and overlay/modifier composition are included. Chunk updates, ice gameplay and full world generation remain pending."
+}

benchmarks/rust-bonus-chest-2026-10-06/scoped-parity.json

@@ -0,0 +1,220 @@
+{
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+  "minecraft": "26.3",
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+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 42396,
+  "candidate_states": 35723,
+  "double_plant_blocks": 10,
+  "mossy_carpet_blocks": 1,
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaPlacementOracle.java": "12b1c46cc397755ef6827da777faef3e71c008cafa48403669c03ca2bdc3c7cb",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSurvivalOracle.java": "4e7cc151617c1b02e872f9ca3e9fe4632379f225f4f07718ff6492df4ee551e7",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockPropertiesOracle.java": "e871d3a01f15616a98ca9227c27a81e4d17e2d57ac4e68a5650a70fa29811497",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSupportOracle.java": "04350901a2d708fb8fa672de61d058f73f332d2e90df1b93a67781862f89c1ad",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockStateCodecOracle.java": "5c217a8cb72094020082bd4846ed675a6399b9fa371be95a221bd92d227b2e09",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCollisionOracle.java": "60ff9ef7c1d5e23c080f9aec95ab2e7d3b7c5b5bcd67b9efa9518776c400629a",
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+    "crates/horizon-core/src/bin/float_log_parity.rs": "4a655fcf8822ee7668c4bd126bc84d0b118864a6fc7f5a6aeee667d8bf2590b1",
+    "crates/horizon-core/src/bin/geometry_parity.rs": "27f6c09fe5018ac3de8e70e0f0bbf78f9abb14f5e4783bcaf46e8ca87b9c6f8a",
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+    "crates/horizon-core/src/bin/tick_parity.rs": "a54c164fe4814034d369947a887f5273966f5a878ba849204b80d1c729526a8f",
+    "crates/horizon-core/src/biome/seed_hash.rs": "5afbb4921c750826b395a08bf06f382fc7f01b5759a93de02a2749c523e2a317",
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+  "fixtures_sha256": {
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+    ".local/rust-bonus-chest-parity/cached-collision.nbt": "f3a5c6a5b2d51dad6c52e486e2b9989e79fd55db1a9bda6196db399550b04078",
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+    ".local/rust-bonus-chest-parity/catalog.json": "93581107e3564e60261044fdca61e3b7f237b9e6724c14b86e335ccc01198ba9",
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+    ".local/rust-bonus-chest-parity/placement-definitions.json": "f8a972ec87c2352500af6481158a3192bdbf699951025639bea744e4127b97c4",
+    ".local/rust-bonus-chest-parity/support-cached-states.json": "353945a58fe69b352925473f1693f9b14a9ad19f13c15159c4184f2c29258622",
+    ".local/rust-bonus-chest-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-bonus-chest-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
+    ".local/rust-bonus-chest-parity/survival-placement-classes.json": "7fdbf48ab18c87098bbe1b6176cb81f4842b6c5d9a4d6bbaf7037ff61cb1848c",
+    ".local/rust-bonus-chest-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-bonus-chest-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-bonus-chest-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "e0397cb071d5b1503138824af16d4f2c4c66c1f972825ed9e8d9d5e1cb3f8633",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "e0397cb071d5b1503138824af16d4f2c4c66c1f972825ed9e8d9d5e1cb3f8633",
+      "matched_output_lines": 1505542
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "e0397cb071d5b1503138824af16d4f2c4c66c1f972825ed9e8d9d5e1cb3f8633",
+      "matched_output_lines": 1505542
+    }
+  ],
+  "scope": "Native BonusChestFeature unit codec, independently shuffled chunk X/Z coordinates, ordered heightmap candidate search, air short-circuit and second-read empty-context collision, chest writes, conditional randomizable-container loot seeding, north/east/south/west torch survival and writes. Every state participates in collision prefixes; complete searches cover absent/unrelated/actual native chest entities, repeated mutation, rejected writes, injected failures, both random modes, shuffled search exhaustion, sole viable columns, extreme coordinates/heights and placement composition. Actual ChestBlockEntity loot table and seed are compared; fixtures control heights and entity existence independently of writes. Loot generation, inventory behavior, automatic block-entity lifecycle, world updates and complete spawn generation remain pending."
+}

benchmarks/rust-bulk-section-2026-10-06/scoped-parity.json

@@ -0,0 +1,169 @@
+{
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+  "minecraft": "26.3",
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+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "block_states": 35723,
+  "block_tag_files": 300,
+  "fixtures": 8,
+  "resident_chunks_per_fixture": 4,
+  "operations": {
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+    "get": 72022,
+    "set": 71966,
+    "world": 71966,
+    "height": 32,
+    "reset": 8
+  },
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+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
+    "crates/horizon-world/src/worldgen.rs": "828ef13e9d498037598d2ea86e3b46fa2713a35818ddac1d883b04ecceefd5ce",
+    "crates/horizon-world/examples/bulk_section_fixture.rs": "543dcae1cda92b0a14fd00c853f55c1af516240def6bdcd2612539b0ed955157"
+  },
+  "fixtures_sha256": {
+    ".local/rust-bulk-section-parity/inputs.txt": "44b1c8c133d9c868bbdbe5fd577c01e6a5e1fa6382731211dcb35919975eff60",
+    ".local/rust-bulk-section-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0",
+    ".local/rust-bulk-section-parity/facts-client.json": "1d24883ee807b0b71473f0bbf8ed548ddaf712148caeb3fcc7aa13ab973a97b0",
+    ".local/rust-bulk-section-parity/facts-server.json": "1d24883ee807b0b71473f0bbf8ed548ddaf712148caeb3fcc7aa13ab973a97b0"
+  },
+  "rust_output_sha256": "2628afc7a43f0eda9513298cb5a05dd1e0a225e7ae4e643b2dec03f21beb068f",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "2628afc7a43f0eda9513298cb5a05dd1e0a225e7ae4e643b2dec03f21beb068f",
+      "matched_output_lines": 959640
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "2628afc7a43f0eda9513298cb5a05dd1e0a225e7ae4e643b2dec03f21beb068f",
+      "matched_output_lines": 959640
+    }
+  ],
+  "scope": "Actual BulkSectionAccess over resident ProtoChunks: raw reads/writes, all-air chunk-read collapse, outside-height AIR, absent sections, missing neighbors, packed-key caching and aliasing, cache reset and complete final raw sections/heightmap words. Every pinned block state is inserted and read with both preprimed and lazy heightmaps. Rust holds an exclusive region borrow instead of Java section acquire/release locks. Concurrent ownership, ordinary ore geometry, region side effects and complete gameplay remain pending."
+}

benchmarks/rust-bundle-weight-2026-10-07/scoped-parity.json

@@ -0,0 +1,282 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 12796,
+  "sources_sha256": {
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+    "crates/horizon-world/src/worldgen/vines.rs": "ee9b79b65012bd86a838241d2ef708680f7fe8eafc8aa656dae9cf2abf3c6418",
+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
+    "crates/horizon-world/src/worldgen/write_zone.rs": "8e17a179764d3f68c05882aef35f6810c28a0000f9a83e58bd6030660b76e64e",
+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/bundle_weight_fixture.rs": "2f9ee00a49604d0a53e09422b8ef56b27101a45233a9e681b427e7dd30ed11bc"
+  },
+  "fixtures_sha256": {
+    ".local/rust-bundle-weight-parity/inputs.txt": "f9a0139f213cae06745400b7df4adcbf81f6413fd1bfb3e884a1c7fa826a2823"
+  },
+  "rust_output_sha256": "7756159168b93831c0a022c777887e25bd3fc8f3598fde6c9f63e0dc3b1ce32a",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "7756159168b93831c0a022c777887e25bd3fc8f3598fde6c9f63e0dc3b1ce32a",
+      "matched_output_lines": 137332
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "7756159168b93831c0a022c777887e25bd3fc8f3598fde6c9f63e0dc3b1ce32a",
+      "matched_output_lines": 137332
+    }
+  ],
+  "scope": "Actual BundleContents.weight with ItemStackTemplate contents, nested bundles, bee presence, changed holder prototypes and memoized success/error results. Direct pinned Apache Fraction construction/add/multiply probes verify intermediate checked arithmetic, signs, reduction and overflow. Native ItemStack.validateStrict additionally checks container sizes, bundle sizes and weight, charged projectile sizes, empty visibility and top-level scalar constraints; follow-up weight probes expose lazy validation order. Rust typed component/schema adapters remain fixture-local; full bundle inventory operations, codecs, item-use integration and complete gameplay integration remain pending."
+}

benchmarks/rust-canonical-collision-2026-10-06/contextual-regression.json

@@ -0,0 +1,218 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "block_states": 35723,
+  "independent_cached_states": 35492,
+  "context_sensitive_cached_states": 32,
+  "uncached_states": 199,
+  "audit_positions_per_cached_state": 7,
+  "audit_context_types": 2,
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+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "9b328cde8c73c2e54870991bf847c966093f067b41980e1e7daa1a26558e424d",
+      "matched_output_lines": 2391334,
+      "audited_states": 35723,
+      "audit_sha256": "c109c808ca5b2314fc5fdfce744296e7ae0de45c00d31d38bd701a493ae6c4c5"
+    }
+  ],
+  "scope": "Integrated contextual dispatcher across every pinned block state, eleven context variants and both always-fluid flag inputs. The native audit verifies 35,492 cached states return the identical cached shape without world/context queries at seven positions with interface and entity context providers that reject queries; liquid states query context instead. Integrated outputs compare cache-relative shape equality or full uncached geometry and ordered entity/world callbacks. Missing block entities are used here; active shulker/piston states retain separate coverage. Experimental minecart contexts, entity lifecycle and live movement remain pending."
+}

benchmarks/rust-canonical-collision-2026-10-06/scoped-parity.json

@@ -0,0 +1,215 @@
+{
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+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "834038ea44d19d97fd11c165cfab2f2fea84b434fea57dc1aa94182548bd3a98",
+      "matched_output_lines": 1132980,
+      "registry_states": 35723,
+      "cached_states": 35524,
+      "uncached_states": 199,
+      "unique_shapes": 6093,
+      "unique_grids": 330,
+      "queries": 213144
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "834038ea44d19d97fd11c165cfab2f2fea84b434fea57dc1aa94182548bd3a98",
+      "matched_output_lines": 1132980,
+      "registry_states": 35723,
+      "cached_states": 35524,
+      "uncached_states": 199,
+      "unique_shapes": 6093,
+      "unique_grids": 330,
+      "queries": 213144
+    }
+  ],
+  "canonical_identities": {
+    "empty_states": 5566,
+    "block_states": 3348,
+    "other_cached_states": 26610
+  },
+  "scope": "Pinned no-context cached collision branch only. Registry identity validation, resident section lookup, grids, native canonical empty/block identities distinct from equal geometry, discrete extrema including empty shapes, greedy boxes, bounds, translated collide, ray hits, closest points and moved cell lookup. Uncached and entity-context behavior have separate comparison suites."
+}

benchmarks/rust-canyon-carver-2026-10-06/scoped-parity.json

@@ -0,0 +1,146 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 508,
+  "carve_attempts": 924,
+  "bundled_canyon_definitions": 1,
+  "sources_sha256": {
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+    "crates/horizon-world/src/worldgen/value_provider.rs": "ad1c0efffcc201839e3471d7dfa06c39307d8cbabddb4c5aed8389ee7b68737a",
+    "crates/horizon-world/src/worldgen/weighted.rs": "1ae40b843721d0f1e1c849b984e0a065aacda6e1384e21fc599cda261f996945",
+    "crates/horizon-world/src/worldgen.rs": "810bac2405b8370d2851df54eca5dcbb7a762492eafaedfce333670707408da5",
+    "crates/horizon-world/examples/canyon_carver_fixture.rs": "351a20f891b7f87251341336089138200facc660bbe924ac378f25829b4bba2d"
+  },
+  "fixtures_sha256": {
+    ".local/rust-canyon-carver-parity/inputs.txt": "4b8d8d6d7d309ee3f5b7537848eca0279673d364aca55caaff3072e7288b8bd1",
+    ".local/rust-canyon-carver-parity/carvers.json": "cff93e18a087786ad09d04c329293a0d7f4c4944cabecb4d618cee2dbc519096"
+  },
+  "rust_output_sha256": "b02ebaf90c2638965b1b890b75ec5b953b5ede9790250a42bb5886eb85035351",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "b02ebaf90c2638965b1b890b75ec5b953b5ede9790250a42bb5886eb85035351",
+      "matched_output_lines": 1094517
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "b02ebaf90c2638965b1b890b75ec5b953b5ede9790250a42bb5886eb85035351",
+      "matched_output_lines": 1094517
+    }
+  ],
+  "scope": "Actual WorldCarver.DIRECT_CODEC, CanyonWorldCarver.isStartChunk and CanyonWorldCarver.carve using the independently authenticated bundled canyon definition. Compares ordered output cells including duplicates, partial output failures, resulting mask intervals and subsequent random longs across repeated invocations. Covers both outer random modes, local legacy streams, height-dependent width factors, horizontal/vertical radius variation, four generation heights, negative/distant/extreme coordinates and adjacent/far origin chunks. Custom shapes exercise width smoothness, path length, degenerate radii and failure branches; malformed selected codec fields are tested. Gaussian/weighted provider codecs, neighbor-carver seeding/biome selection, blending and complete worlds remain outside this scope. Rust bounds paths to 4096 steps, height to 4064 and total candidates to 2^24 per invocation."
+}

benchmarks/rust-carving-geometry-2026-10-06/scoped-parity.json

@@ -0,0 +1,141 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
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+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+    "crates/horizon-world/src/worldgen/tags.rs": "7516e20a20479d1c4a9734d7d8e9826740b324869d7afe51eab94bb1bc7c97ae",
+    "crates/horizon-world/src/worldgen/terrain.rs": "42823918deec5e149dc729a95bfe54aa32d91604098d5eb8452da0162d557d22",
+    "crates/horizon-world/src/worldgen/value_provider.rs": "7083e7a494894e080c252e7fb485651eb9f54e72043122e4f2b5bee5749e6184",
+    "crates/horizon-world/src/worldgen.rs": "58527080379e82d834763d661ebf51fb8f9a83f6d530c85ddf26bf0ea2d53f7d",
+    "crates/horizon-world/examples/carving_geometry_fixture.rs": "acf2c1b2c0c55726a6adbe185adb81505e163100e11ef739d8dcec60bda9f25b"
+  },
+  "fixtures_sha256": {
+    ".local/rust-carving-geometry-parity/inputs.txt": "a3ccf40f7eec666483d901d3de637ba37badb306652f43fc60159fdaa8a702b2",
+    ".local/rust-carving-geometry-parity/reach.txt": "fb9945ca459d53d1c07c39b53d3a98628f65a3caa90954255c66e0d010aa9647"
+  },
+  "rust_output_sha256": "4b40510463e96accae26cfd7cbf617b15b8fc6a53d704040674ea444a25dae6a",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "4b40510463e96accae26cfd7cbf617b15b8fc6a53d704040674ea444a25dae6a",
+      "matched_output_lines": 106699
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "4b40510463e96accae26cfd7cbf617b15b8fc6a53d704040674ea444a25dae6a",
+      "matched_output_lines": 106699
+    }
+  ],
+  "scope": "Actual WorldCarver.carveEllipsoid and canReach methods. Compares ordered normalized-coordinate skip queries, output cells, partial output on callback failure and resulting mask column runs; canReach includes Java float thickness arithmetic and signed step overflow. Corpus covers negative/extreme/distant chunk coordinates, output-height clipping, small/large/zero/negative radii, boundaries and IEEE NaNs/infinities/subnormals. NaN trace values are canonicalized. This validates shared geometric primitives, not randomized cave/canyon paths, codecs, provider sampling, biome carver selection or complete worlds."
+}

benchmarks/rust-carving-mask-2026-10-06/scoped-parity.json

@@ -0,0 +1,134 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 28,
+  "operations": 6988,
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+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
+    "crates/horizon-world/src/worldgen/settings.rs": "a8fe87752e1982ef11cb67f8d80d8e3428b2c27db178044cb425ba803e689e59",
+    "crates/horizon-world/src/worldgen/tags.rs": "7516e20a20479d1c4a9734d7d8e9826740b324869d7afe51eab94bb1bc7c97ae",
+    "crates/horizon-world/src/worldgen/terrain.rs": "42823918deec5e149dc729a95bfe54aa32d91604098d5eb8452da0162d557d22",
+    "crates/horizon-world/src/worldgen.rs": "3ea3386996321113027dcf51d918d29d363ac1944b7c146a7f1383d17a50967b",
+    "crates/horizon-world/examples/carving_mask_fixture.rs": "0e3069cf0b4cabae8b4016e034727465e123cce2fd389acf448bc053106677d0"
+  },
+  "fixtures_sha256": {
+    ".local/rust-carving-mask-parity/inputs.txt": "07a5dceb375ea41d9d2acd80b5d6951bf16f7829c3c656a785f486d373e6a4cc"
+  },
+  "rust_output_sha256": "854a0f1074132dacec5989aa92fcf38258c84cbc800aabc6d7e580256bf06175",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "854a0f1074132dacec5989aa92fcf38258c84cbc800aabc6d7e580256bf06175",
+      "matched_output_lines": 45742
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "854a0f1074132dacec5989aa92fcf38258c84cbc800aabc6d7e580256bf06175",
+      "matched_output_lines": 45742
+    }
+  ],
+  "scope": "Actual CarvingMask construction, carve, isEmpty and visit methods. Compares packed vertical-run traversal, splitting across columns, dense/sparse masks, duplicate writes, word boundaries, coordinate overflow and positive aliases, negative index failures, callback additions during traversal and mutations retained after visitor failures. Rust bounds height to 1..4064 and positive index growth to 2^24 bits; corpus indices remain below 2^20. This validates masks, not cave/canyon generation, mask application, aquifers, blending or complete terrain generation."
+}

benchmarks/rust-cave-carver-2026-10-06/scoped-parity.json

@@ -0,0 +1,146 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "carve_attempts": 739,
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+    "crates/horizon-world/src/worldgen/terrain.rs": "42823918deec5e149dc729a95bfe54aa32d91604098d5eb8452da0162d557d22",
+    "crates/horizon-world/src/worldgen/value_provider.rs": "ad1c0efffcc201839e3471d7dfa06c39307d8cbabddb4c5aed8389ee7b68737a",
+    "crates/horizon-world/src/worldgen/weighted.rs": "1ae40b843721d0f1e1c849b984e0a065aacda6e1384e21fc599cda261f996945",
+    "crates/horizon-world/src/worldgen.rs": "810bac2405b8370d2851df54eca5dcbb7a762492eafaedfce333670707408da5",
+    "crates/horizon-world/examples/cave_carver_fixture.rs": "2aae82674be65a4fc0e13975b2f4185b66fd73a553784d2fa5be3875c3d65c91"
+  },
+  "fixtures_sha256": {
+    ".local/rust-cave-carver-parity/inputs.txt": "44cc4a5532fe65dcc38d70f708b8f72dcac4df1b04cafc131c5ffecc5a8588bd",
+    ".local/rust-cave-carver-parity/carvers.json": "cff93e18a087786ad09d04c329293a0d7f4c4944cabecb4d618cee2dbc519096"
+  },
+  "rust_output_sha256": "bed22be613f5b1d8caa0d75546afb4e6cee33222d8d9b51004acff70e1a03d7d",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "bed22be613f5b1d8caa0d75546afb4e6cee33222d8d9b51004acff70e1a03d7d",
+      "matched_output_lines": 882005
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "bed22be613f5b1d8caa0d75546afb4e6cee33222d8d9b51004acff70e1a03d7d",
+      "matched_output_lines": 882005
+    }
+  ],
+  "scope": "Actual WorldCarver.DIRECT_CODEC, CaveWorldCarver.isStartChunk and CaveWorldCarver.carve using all three independently authenticated bundled cave definitions. Compares ordered output cells including duplicates, partial output failures, resulting mask intervals and subsequent random longs across repeated invocations. Covers both outer random modes, local legacy tunnel streams, rooms, branching, thickness bias, floor thresholds, negative/distant/extreme target coordinates and adjacent/far origin chunks. Explicit custom distributions force path and failure branches; malformed selected codec fields are tested. Gaussian/weighted provider codecs, canyon paths, neighbor-carver seeding/biome selection, blending and complete generated worlds remain outside this scope. Rust bounds count to 4096 and total candidates to 2^24 per invocation."
+}

benchmarks/rust-chorus-plant-2026-10-06/scoped-parity.json

@@ -0,0 +1,221 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 254296,
+  "candidate_states": 35723,
+  "double_plant_blocks": 10,
+  "mossy_carpet_blocks": 1,
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+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaPlacementOracle.java": "12b1c46cc397755ef6827da777faef3e71c008cafa48403669c03ca2bdc3c7cb",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSurvivalOracle.java": "4e7cc151617c1b02e872f9ca3e9fe4632379f225f4f07718ff6492df4ee551e7",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockPropertiesOracle.java": "e871d3a01f15616a98ca9227c27a81e4d17e2d57ac4e68a5650a70fa29811497",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockSupportOracle.java": "04350901a2d708fb8fa672de61d058f73f332d2e90df1b93a67781862f89c1ad",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaBlockStateCodecOracle.java": "5c217a8cb72094020082bd4846ed675a6399b9fa371be95a221bd92d227b2e09",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCollisionOracle.java": "60ff9ef7c1d5e23c080f9aec95ab2e7d3b7c5b5bcd67b9efa9518776c400629a",
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+  },
+  "fixtures_sha256": {
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+    ".local/rust-chorus-plant-parity/cached-collision.nbt": "f3a5c6a5b2d51dad6c52e486e2b9989e79fd55db1a9bda6196db399550b04078",
+    ".local/rust-chorus-plant-parity/cached-support.nbt": "b6fdc9471b0b61e904206d3f099f4dc235aad6d723536c210be0cb7c3560d82c",
+    ".local/rust-chorus-plant-parity/catalog.json": "93581107e3564e60261044fdca61e3b7f237b9e6724c14b86e335ccc01198ba9",
+    ".local/rust-chorus-plant-parity/facts.json": "5e89a805514cabfe46e082d651db406b9479781e1d97b65faa2ab9f6f871309b",
+    ".local/rust-chorus-plant-parity/feature-catalog.json": "c048c761c5084a40560731955cc999a364d14055bdd86fa50989a92e4a771286",
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+    ".local/rust-chorus-plant-parity/placement-definitions.json": "f8a972ec87c2352500af6481158a3192bdbf699951025639bea744e4127b97c4",
+    ".local/rust-chorus-plant-parity/support-cached-states.json": "353945a58fe69b352925473f1693f9b14a9ad19f13c15159c4184f2c29258622",
+    ".local/rust-chorus-plant-parity/survival-classes.json": "361832008eea0aa9151d367a125a19c6353d99a0b88b27dd0682f55b7954553e",
+    ".local/rust-chorus-plant-parity/survival-extra-definitions.json": "170f2db5bc97a49fa25cc249540aa7f04beea455cdbaf43742ed9415f5090a02",
+    ".local/rust-chorus-plant-parity/survival-placement-classes.json": "7fdbf48ab18c87098bbe1b6176cb81f4842b6c5d9a4d6bbaf7037ff61cb1848c",
+    ".local/rust-chorus-plant-parity/survival-rules.json": "8805c18b3195bb1eac1f1e5281333df56e2892505f64023e5403c58ce2ec4368",
+    ".local/rust-chorus-plant-parity/survival-support-tags.json": "15d88d5bb5ad10d65124d5abb2cc055d251b06d129bca7be06f55b43dc13f6fd",
+    ".local/rust-chorus-plant-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0"
+  },
+  "rust_output_sha256": "ca7419b58f7a11619335892948ff291d1d48a0c890bffa2fffc812c8f5ff1ab7",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "ca7419b58f7a11619335892948ff291d1d48a0c890bffa2fffc812c8f5ff1ab7",
+      "matched_output_lines": 8083367
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "ca7419b58f7a11619335892948ff291d1d48a0c890bffa2fffc812c8f5ff1ab7",
+      "matched_output_lines": 8083367
+    }
+  ],
+  "scope": "Native ChorusPlantFeature unit codec, origin air/support gates, ChorusFlowerBlock.generatePlant and depth-bounded recursive growth, horizontal clearance with parent exclusion, branch-distance bounds, connection refreshes in below/above/north/east/south/west read order and age-five terminal flowers. Every state exercises root/support gates and five neighbor connection prefixes. Full runs cover 1024 seeds per RNG, every early world-call failure, rejected writes, repeated mutation, random obstacles, wrapped coordinates and feature composition. Ordered reads/writes, final state maps and subsequent RNG draws are compared. Neighbor-update execution, random tick growth, drops, rendering and complete End generation remain pending."
+}

benchmarks/rust-chunk-stage-2026-10-06/scoped-parity.json

@@ -0,0 +1,161 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "block_states": 35723,
+  "block_tag_files": 300,
+  "fixtures": 32,
+  "operation_counts": {
+    "stage": 392,
+    "set": 151562,
+    "get": 80086,
+    "query": 151922,
+    "dump": 32,
+    "prime": 120
+  },
+  "sources_sha256": {
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaChunkStageOracle.java": "dea4639bd8b0196b0044d30a046d9971200f1fcc32c29b5d2202a996f7dc0161",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaHeightmapOracle.java": "145c943637ed177cc4ef8a85f2484da8afd164868e84a8463882feec1653a860",
+    "tools/test_chunk_stage_parity.py": "655f1fd5e79bddad3a1d2a1b7b51bb61d6e7fce6aece086c32bc0cbacac5acc3",
+    "tools/test_rust_parity.py": "7efa699a38c5820424f5fc8992ee601dbfe26d6482da9d2dab2c17c41fe8f12a",
+    "tools/test_worldgen_parity.py": "b40972ab2ad222aa6d77537cc36b434a217baa1f1b56bbaad945d6e12fe776af",
+    "tools/lab.py": "d00bf107fa01b6c579734a082c3ca4ade3018f0d6851d46844acf17574f66e64",
+    "Cargo.toml": "dc370d5fdde37238c3e4820046f11c3201020406a4edfa1308257c13edbdcda4",
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+    "crates/horizon-world/src/worldgen/weighted.rs": "1ae40b843721d0f1e1c849b984e0a065aacda6e1384e21fc599cda261f996945",
+    "crates/horizon-world/src/worldgen.rs": "edc1d675acc52d264486a3c8c56e93a21ebf2c6a73da912f35b8fa2a7233cdde",
+    "crates/horizon-world/examples/chunk_stage_fixture.rs": "ea09c70cf987fc5d332ed993de11a553f30a70d40852f22b80b26c555ffcab06"
+  },
+  "fixtures_sha256": {
+    ".local/rust-chunk-stage-parity/inputs.txt": "401e093fd21a566637a9ee3d28afec5c2f0be6b538eda69ec0a7d184af545c5c",
+    ".local/rust-chunk-stage-parity/tags.json": "36975358262568f32bf84778d63d9989a36e7394ed4796d70a34809a8f4a64f0",
+    ".local/rust-chunk-stage-parity/facts-client.json": "1d24883ee807b0b71473f0bbf8ed548ddaf712148caeb3fcc7aa13ab973a97b0",
+    ".local/rust-chunk-stage-parity/facts-server.json": "1d24883ee807b0b71473f0bbf8ed548ddaf712148caeb3fcc7aa13ab973a97b0"
+  },
+  "rust_output_sha256": "95dbf7a1cade1004b7055dc131e45af8f3cecc1ffe2f194ad816a831bc2d9975",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "95dbf7a1cade1004b7055dc131e45af8f3cecc1ffe2f194ad816a831bc2d9975",
+      "matched_output_lines": 8090090
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "95dbf7a1cade1004b7055dc131e45af8f3cecc1ffe2f194ad816a831bc2d9975",
+      "matched_output_lines": 8090090
+    }
+  ],
+  "scope": "Actual ProtoChunk.setBlockState, direct section reads, heightmap presence/packed data and pre-light persisted-status assignments for empty, structure starts, structure references, biomes, terrain and features. Every pinned block state is inserted/removed under both heightmap groups. Forward/backward status assignments, untouched stale maps, missing-map priming, explicit priming, empty-section AIR writes, cave/void-air collapse, outside-height writes and wrapped X/Z coordinates are compared. Facts are independently exported from both authenticated JARs; block tags are resolved in Rust. This covers stage-dependent mutation and map selection, not the scheduler, persisted metadata, retro-generation, block entities, lighting, whole region behavior or a complete generated world."
+}

benchmarks/rust-chunk-status-2026-10-06/scoped-parity.json

@@ -0,0 +1,198 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "statuses": 10,
+  "ordered_pairs": 100,
+  "codec_cases": 2065,
+  "sources_sha256": {
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaChunkStatusOracle.java": "50b287c20853c398257cfe32d59d30bdae602eb815a2b909dfb65dc776ccc835",
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+    "crates/horizon-world/examples/chunk_status_fixture.rs": "60e933cb1f237c10de36af19474e430271e0d44370ffe137cef24bf79fb2bb73"
+  },
+  "fixtures_sha256": {
+    ".local/rust-chunk-status-parity/inputs.txt": "45bd4c854962b045a617bcc453ef847d16d33629104f227543a35b1c2c628c47"
+  },
+  "rust_output_sha256": "704de8d98e7c7d93b6bd02dd87be27cfbeb6960acfa3d7043b69ce3a1a9d385c",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "704de8d98e7c7d93b6bd02dd87be27cfbeb6960acfa3d7043b69ce3a1a9d385c",
+      "matched_output_lines": 4232
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "704de8d98e7c7d93b6bd02dd87be27cfbeb6960acfa3d7043b69ce3a1a9d385c",
+      "matched_output_lines": 4232
+    }
+  ],
+  "scope": "Actual pinned ChunkStatus status list, ordering and maximum for all pairs, parent identity, chunk kind, selected heightmaps, direct byName fallback and NBT codec acceptance/encoding. All registered names cover qualified, unqualified and empty-namespace forms; unknown, legacy, malformed, random and nonstring inputs are checked. Codec error text is normalized rather than compared. Rust pre-light chunk metadata uses these same status definitions; this does not execute generation steps, implement lighting, or establish full chunk lifecycle parity."
+}

benchmarks/rust-climbing-2026-10-07/scoped-parity.json

@@ -0,0 +1,236 @@
+{
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+      "output_sha256": "a2413388f3d87ff48369f8252d0b91fc6ce79c0b60db5fce0b3489f2a84c8290",
+      "matched_output_lines": 3820054
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "a2413388f3d87ff48369f8252d0b91fc6ce79c0b60db5fce0b3489f2a84c8290",
+      "matched_output_lines": 3820054
+    }
+  ],
+  "scope": "Actual registered LivingEntity.onClimbable and trapdoorUsableAsLadder with native CLIMBABLE/CAN_GLIDE_THROUGH tags. Every registered state, natural/empty/universal tag snapshots, all trapdoor states against every ladder facing, gliding and spectator guards, captured positions, retained climb history, integer-coordinate wrapping, mutations and failures. Rust binding validates members/properties/state IDs. Entity/world queries are controlled; live movement binding, equipment-based glide eligibility and complete gameplay remain pending."
+}

benchmarks/rust-collision-2026-10-05/scoped-parity.json

@@ -0,0 +1,75 @@
+{
+  "schema": 1,
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+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
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+    "crates/horizon-world/src/compression.rs": "4db73e6ca9a0d552d415ce60e7e88b89c9cf2b7d060a669ff8328f518316e101",
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+    "crates/horizon-world/src/registry.rs": "f46065659e60eb5e84ad69b9f3b5e94dc87ee19de16408817e26f23d16b6c7e7",
+    "crates/horizon-world/src/tick_data.rs": "f8d04a69ea263f4168bce33f92e5b4ee2fe07d7caf50a1621c6b3ef6eb2479f3",
+    "crates/horizon-world/examples/collision_fixture.rs": "ee754b5b42e0a51fe0a305b3f4bb56522ff3fffae564180aab8087b1b9e44afc"
+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
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+      "matched_output_lines": 1097456,
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+      "uncached_states": 199,
+      "unique_shapes": 6093,
+      "unique_grids": 330,
+      "queries": 213144
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
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+      "matched_output_lines": 1097456,
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+      "uncached_states": 199,
+      "unique_shapes": 6093,
+      "unique_grids": 330,
+      "queries": 213144
+    }
+  ],
+  "scope": "Pinned no-context cached collision branch only. Registry identity validation, resident section lookup, grids, discrete extrema including empty shapes, greedy boxes, bounds, translated collide, ray hits, closest points and moved cell lookup. Uncached states and entity-context behavior remain unsupported."
+}

benchmarks/rust-collision-context-2026-10-06/scoped-parity.json

@@ -0,0 +1,200 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
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+    "crates/horizon-world/examples/collision_context_fixture.rs": "edca46a99ddcb267422d5f2f248346fc6f227bd6cd23727ba5a12cc6c63d68b8"
+  },
+  "fixtures_sha256": {
+    ".local/rust-collision-context-parity/inputs.txt": "60b49e91a7a4999cfb8eb6ac3fbc6ec0a931d68cd53f9737959a2bd2b42be7a5"
+  },
+  "rust_output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+      "matched_output_lines": 225126
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+      "matched_output_lines": 225126
+    }
+  ],
+  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
+}

benchmarks/rust-combat-rules-2026-10-07/scoped-parity.json

@@ -0,0 +1,247 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 40656,
+  "sources_sha256": {
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+    "tools/test_combat_rules_parity.py": "1e50f61d136fc52df588224802cf0cc2a96a9d8d9e455eb4f76cd58420e0fda4",
+    "tools/test_rust_parity.py": "29d3db08005873528894b45ca10dcd6278753650473b3eb574e53e06ede40ec6",
+    "tools/lab.py": "d00bf107fa01b6c579734a082c3ca4ade3018f0d6851d46844acf17574f66e64",
+    "Cargo.toml": "3f93319c1eb70dbd7ba25cd74ef343fbf35c52c7c4752f955605c58699cbff9d",
+    "Cargo.lock": "cb1e87d449114a63edd904c0559d631e8fa9feeb27efd6539aacdcfeae178876",
+    "crates/horizon-core/Cargo.toml": "e21b502c949da93cf67826592459b687a8cbf737ef92fee514e3ed2cc7cd27ad",
+    "crates/horizon-world/Cargo.toml": "977338bf3e654193685b015d383493b9f59ff6f5d6210bec212cef8ac4a50bed",
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+    "crates/horizon-core/src/bin/float_log_parity.rs": "4a655fcf8822ee7668c4bd126bc84d0b118864a6fc7f5a6aeee667d8bf2590b1",
+    "crates/horizon-core/src/bin/geometry_parity.rs": "27f6c09fe5018ac3de8e70e0f0bbf78f9abb14f5e4783bcaf46e8ca87b9c6f8a",
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+  },
+  "fixtures_sha256": {
+    ".local/rust-combat-rules-parity/inputs.txt": "25f1cf8b2613906d7188a88703921c24e31a33b69d825535dc0787463511128d"
+  },
+  "rust_output_sha256": "d4fb8f05b3c687c4e113c736c746c422e60e39e5f567a46aa1d1ee764d4d46d2",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "d4fb8f05b3c687c4e113c736c746c422e60e39e5f567a46aa1d1ee764d4d46d2",
+      "matched_output_lines": 184248
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "d4fb8f05b3c687c4e113c736c746c422e60e39e5f567a46aa1d1ee764d4d46d2",
+      "matched_output_lines": 184248
+    }
+  ],
+  "scope": "Actual CombatRules armor/toughness and magic protection arithmetic; null/empty/unenchanted weapons, nonserver/server branches, native no-enchantment helper with explicitly empty stack components, query order/mutations/failures, nonfinite/signed-zero and random float bit patterns. The armor-effectiveness enchantment hook is exposed but enchanted components, damage tags/equipment and the full damage pipeline remain pending."
+}

benchmarks/rust-component-durability-2026-10-07/blocking-regression.json

@@ -0,0 +1,269 @@
+{
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+  "minecraft": "26.3",
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+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 20895,
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+    "crates/horizon-world/examples/blocking_item_damage_fixture.rs": "fc6d76c0421b39a9bd5c186f597110130deb35c1c47f0ac3036fe12b69c3bd1a"
+  },
+  "fixtures_sha256": {
+    ".local/rust-blocking-item-damage-parity/inputs.txt": "0cb79d37f95adc2a95ddd2c18aa8b1e24142fafe12fffe4f9a56e95b64278b0f"
+  },
+  "rust_output_sha256": "c78041fca237ef15364ce2a42dba44d3acd41b852d2c84daadcc52117ab905cc",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "c78041fca237ef15364ce2a42dba44d3acd41b852d2c84daadcc52117ab905cc",
+      "matched_output_lines": 71800
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "c78041fca237ef15364ce2a42dba44d3acd41b852d2c84daadcc52117ab905cc",
+      "matched_output_lines": 71800
+    }
+  ],
+  "scope": "Actual BlocksAttacks hurtBlockingItem into native unenchanted ItemStack durability storage, on non-player, Player and ServerPlayer receivers. Native statistic item capture, client/level guards, scalar item-damage rules, creative immunity, empty-listener advancement ordering, stack mutation/shrink and equipment-break callback copy/slot are compared with Rust composition. Covers scalar float boundaries, absent/invalid durability components, callback storage mutations and failures. Complete components/codecs, enchantment effects, inventory/equipment lifecycle and full combat/world integration remain pending."
+}

benchmarks/rust-component-durability-2026-10-07/scalar-regression.json

@@ -0,0 +1,269 @@
+{
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+  },
+  "fixtures_sha256": {
+    ".local/rust-item-durability-parity/inputs.txt": "9d9f7f0a6f05230baf2538b26ee3f02b39f018b31d35801e2af8ccbfc1503eca"
+  },
+  "rust_output_sha256": "0ed852826d375dd35268608045756abcb6e152cef9840ef464b3f00254da4675",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "0ed852826d375dd35268608045756abcb6e152cef9840ef464b3f00254da4675",
+      "matched_output_lines": 81762
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "0ed852826d375dd35268608045756abcb6e152cef9840ef464b3f00254da4675",
+      "matched_output_lines": 81762
+    }
+  ],
+  "scope": "Actual unenchanted ItemStack damage predicates, clamped reads/writes, integer-wrapping count changes, server-level hurtAndBreak and ServerPlayer hurtWithoutBreaking. Real component maps cover absent fields, empty/air stacks, unbreakable and invalid numeric values; callbacks mutate storage and inject failures at infinite-material, empty-listener advancement and break dispatch boundaries. Covers the positive integer-to-float enchantment pipeline with no enchantments. Complete component storage/codecs, enchantment effects, entity equipment break handling and combat/world integration remain pending."
+}

benchmarks/rust-component-durability-2026-10-07/scoped-parity.json

@@ -0,0 +1,269 @@
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+    "crates/horizon-world/examples/component_durability_fixture.rs": "0742bc08fdb8df34fea31ce3106b068b20657b9ee91715077de67af5361faff2"
+  },
+  "fixtures_sha256": {
+    ".local/rust-component-durability-parity/inputs.txt": "2fda29555c2f6a6ff6524352105a0ac3c0557f17e894c493e0ecc9b72fed43a2"
+  },
+  "rust_output_sha256": "1b6178df52a47a16066177ea127e9b036e27ecd3c1d68a1ddb7b81617bbe0a27",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "1b6178df52a47a16066177ea127e9b036e27ecd3c1d68a1ddb7b81617bbe0a27",
+      "matched_output_lines": 83727
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "1b6178df52a47a16066177ea127e9b036e27ecd3c1d68a1ddb7b81617bbe0a27",
+      "matched_output_lines": 83727
+    }
+  ],
+  "scope": "Actual unenchanted ItemStack durability operations with nonempty prototypes, visible component patches at callbacks, stack copies before/after original mutation and unsanitized restored removals. Rust durability algorithms operate directly on copy-on-write component storage through DurabilityStorage. Includes creative/stat callback ordering, clamped writes, shrink/break state, empty stacks and storage mutation-before-error. Full item-component storage/codecs, enchantments, equipment lifecycle and complete gameplay integration remain pending."
+}

benchmarks/rust-component-patch-2026-10-07/scoped-parity.json

@@ -0,0 +1,268 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
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+  "fixtures": 4585,
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/component_patch_fixture.rs": "cb84b45649fda6c0cca3fe6bc798d7e41a6e3a8ed6edfc1ef6e5f01db1250948"
+  },
+  "fixtures_sha256": {
+    ".local/rust-component-patch-parity/inputs.txt": "bb70bc0eca0351ea7bf3bee91ff2d1dbb03753ce42910bc8181501846659172e"
+  },
+  "rust_output_sha256": "03bed8f8da5e4965999e42081eae378ba343562ffa80b5415168b3a1963b03f0",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "03bed8f8da5e4965999e42081eae378ba343562ffa80b5415168b3a1963b03f0",
+      "matched_output_lines": 622680
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "03bed8f8da5e4965999e42081eae378ba343562ffa80b5415168b3a1963b03f0",
+      "matched_output_lines": 622680
+    }
+  ],
+  "scope": "Actual PatchedDataComponentMap reads, set/remove return values, ordered patch iteration/key sets, apply versus unsanitized restore, fromPatch sanitation, saved patches and independent map copies. Immutable prototypes have at most seven keys so native builder order is defined without identity-hash tables. Integer and boxed-float values cover NaN/signed zero; generic Rust callers must supply native value equality and prototype order. Includes mutation-before-error for removal markers without prototype defaults. Component codecs, prototype hash-table construction, object identity hashes, mutable payload aliases and full item/inventory integration remain pending."
+}

benchmarks/rust-consumable-2026-10-07/scoped-parity.json

@@ -0,0 +1,290 @@
+{
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+    "crates/horizon-world/src/worldgen/vines.rs": "ee9b79b65012bd86a838241d2ef708680f7fe8eafc8aa656dae9cf2abf3c6418",
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/consumable_fixture.rs": "148936d59ccf2dacfe286be4999ebaf3f0d13f2231aae6a2dc3544cd7406caae"
+  },
+  "fixtures_sha256": {
+    ".local/rust-consumable-parity/inputs.txt": "7691757d51a10489e13ed680dc79a1892bac234721d5b9692856ef2dda02a84f"
+  },
+  "rust_output_sha256": "81ea398858ec679a9005547562424c3b24850a9b57267363d667e3e335fe5f8a",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "81ea398858ec679a9005547562424c3b24850a9b57267363d667e3e335fe5f8a",
+      "matched_output_lines": 246033
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "81ea398858ec679a9005547562424c3b24850a9b57267363d667e3e335fe5f8a",
+      "matched_output_lines": 246033
+    }
+  ],
+  "scope": "Actual Consumable.canConsume/startConsuming/onConsume composed with inherited eating particles, real FoodProperties/FoodData, stack components and both native RNGs. Covers player/non-player/server-player branches, stat item selection, empty advancement trigger storage, food listener dispatch, client/server effect guards, event and finite/infinite stack consumption, captured component values and callback mutation/failure prefixes. Food eligibility/start-use, stats, effect bodies and event delivery are controlled services; only the ordinary food listener schema is bound here. Full advancement evaluation, potion effects, lifecycle integration and playable gameplay remain pending."
+}

benchmarks/rust-consumable-emission-2026-10-07/scoped-parity.json

@@ -0,0 +1,290 @@
+{
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+    "crates/horizon-world/examples/consumable_emission_fixture.rs": "e2ff60d3000e223146d5627d1f597dc51e94063ad5c2cd3fe56bd6dd534d61f1"
+  },
+  "fixtures_sha256": {
+    ".local/rust-consumable-emission-parity/inputs.txt": "878816271f14f745794e99d1e770b3a12ab4fe8eab342ff576c6485f06918d78"
+  },
+  "rust_output_sha256": "223552ebdae6a7d52fc00511b65857bc31672c841c4dbf61a9061077a770a435",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "223552ebdae6a7d52fc00511b65857bc31672c841c4dbf61a9061077a770a435",
+      "matched_output_lines": 124732
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "223552ebdae6a7d52fc00511b65857bc31672c841c4dbf61a9061077a770a435",
+      "matched_output_lines": 124732
+    }
+  ],
+  "scope": "Actual Consumable timing and emitParticlesAndSounds composed with inherited LivingEntity.spawnItemParticles, real templates and both native RNGs. Compares all animations, unconditional random draws, supplied versus direct random sources, sound overrides after particle callbacks, retained sound parameters, float timing edges and mutation/failure prefixes. Audio playback, rendering, consumable completion/effects and full gameplay remain pending."
+}