diff --git a/plugin-server/src/ingestion/ai-costs/providers/canonical-providers.ts b/plugin-server/src/ingestion/ai-costs/providers/canonical-providers.ts
index 30c49bdb78..0644f2c900 100644
--- a/plugin-server/src/ingestion/ai-costs/providers/canonical-providers.ts
+++ b/plugin-server/src/ingestion/ai-costs/providers/canonical-providers.ts
@@ -1,5 +1,5 @@
 // Auto-generated from OpenRouter API - Do not edit manually
-// Generated at: 2025-11-10 10:03:38 UTC
+// Generated at: 2025-11-11 10:03:37 UTC
 
 export type CanonicalProvider =
     | 'default'
@@ -89,6 +89,8 @@ export type CanonicalProvider =
     | 'parasail-bf16'
     | 'parasail-fp4'
     | 'parasail-fp8'
+    | 'parasail-int4'
+    | 'parasail-int8'
     | 'perplexity'
     | 'phala'
     | 'relace-fp8'
diff --git a/plugin-server/src/ingestion/ai-costs/providers/llm-costs.json b/plugin-server/src/ingestion/ai-costs/providers/llm-costs.json
index 67b8829fe3..f528eb2e4e 100644
--- a/plugin-server/src/ingestion/ai-costs/providers/llm-costs.json
+++ b/plugin-server/src/ingestion/ai-costs/providers/llm-costs.json
@@ -350,13 +350,6 @@
                 "prompt_token": 0.000003,
                 "completion_token": 0.000015,
                 "image": 0.0048
-            },
-            "google-vertex": {
-                "prompt_token": 0.000003,
-                "completion_token": 0.000015,
-                "cache_read_token": 3e-7,
-                "cache_write_token": 0.00000375,
-                "image": 0.0048
             }
         }
     },
@@ -2275,12 +2268,8 @@
         "model": "meta-llama/llama-3.1-405b-instruct",
         "cost": {
             "default": {
-                "prompt_token": 8e-7,
-                "completion_token": 8e-7
-            },
-            "deepinfra-fp8": {
-                "prompt_token": 8e-7,
-                "completion_token": 8e-7
+                "prompt_token": 0.0000035,
+                "completion_token": 0.0000035
             },
             "google-vertex": {
                 "prompt_token": 0.000005,
@@ -2406,16 +2395,12 @@
         "model": "meta-llama/llama-3.2-1b-instruct",
         "cost": {
             "default": {
-                "prompt_token": 5e-9,
-                "completion_token": 1e-8
+                "prompt_token": 2.7e-8,
+                "completion_token": 2e-7
             },
             "cloudflare": {
                 "prompt_token": 2.7e-8,
                 "completion_token": 2e-7
-            },
-            "deepinfra-bf16": {
-                "prompt_token": 5e-9,
-                "completion_token": 1e-8
             }
         }
     },
@@ -2540,7 +2525,7 @@
                 "prompt_token": 1.3e-7,
                 "completion_token": 3.9e-7
             },
-            "parasail-fp8": {
+            "parasail-int8": {
                 "prompt_token": 1.5e-7,
                 "completion_token": 5e-7
             },
@@ -2613,10 +2598,6 @@
                 "completion_token": 6e-7,
                 "image": 0.0006684
             },
-            "deepinfra-turbo": {
-                "prompt_token": 5e-7,
-                "completion_token": 5e-7
-            },
             "friendli": {
                 "prompt_token": 2e-7,
                 "completion_token": 6e-7
@@ -2957,6 +2938,14 @@
                 "prompt_token": 3e-7,
                 "completion_token": 0.0000012
             },
+            "gmicloud-fp8": {
+                "prompt_token": 3e-7,
+                "completion_token": 0.0000012
+            },
+            "google-vertex": {
+                "prompt_token": 3e-7,
+                "completion_token": 1.2e-7
+            },
             "minimax": {
                 "prompt_token": 2.55e-7,
                 "completion_token": 0.00000102
@@ -2978,10 +2967,6 @@
                 "prompt_token": 0,
                 "completion_token": 0
             },
-            "gmicloud-fp8": {
-                "prompt_token": 0,
-                "completion_token": 0
-            },
             "minimax": {
                 "prompt_token": 0,
                 "completion_token": 0
@@ -3177,12 +3162,8 @@
         "model": "mistralai/mistral-7b-instruct-v0.3",
         "cost": {
             "default": {
-                "prompt_token": 2.8e-8,
-                "completion_token": 5.4e-8
-            },
-            "deepinfra-bf16": {
-                "prompt_token": 2.8e-8,
-                "completion_token": 5.4e-8
+                "prompt_token": 2e-7,
+                "completion_token": 2e-7
             },
             "together": {
                 "prompt_token": 2e-7,
@@ -3633,9 +3614,9 @@
                 "cache_read_token": 1.5e-7
             },
             "moonshotai-turbo": {
-                "prompt_token": 0.0000024,
-                "completion_token": 0.00001,
-                "cache_read_token": 6e-7
+                "prompt_token": 0.00000115,
+                "completion_token": 0.000008,
+                "cache_read_token": 1.5e-7
             },
             "novita-fp8": {
                 "prompt_token": 6e-7,
@@ -3671,8 +3652,9 @@
                 "completion_token": 0.0000025
             },
             "moonshotai-turbo": {
-                "prompt_token": 0.0000024,
-                "completion_token": 0.00001
+                "prompt_token": 0.00000115,
+                "completion_token": 0.000008,
+                "cache_read_token": 1.5e-7
             }
         }
     },
@@ -3699,7 +3681,7 @@
                 "completion_token": 0.0000025,
                 "cache_read_token": 1.5e-7
             },
-            "parasail-fp4": {
+            "parasail-int4": {
                 "prompt_token": 6e-7,
                 "completion_token": 0.0000025
             }
@@ -4611,8 +4593,8 @@
                 "completion_token": 2.8e-7
             },
             "google-vertex": {
-                "prompt_token": 1.5e-7,
-                "completion_token": 6e-7
+                "prompt_token": 9e-8,
+                "completion_token": 3.6e-7
             },
             "groq": {
                 "prompt_token": 1.5e-7,
@@ -4702,8 +4684,8 @@
                 "completion_token": 3e-7
             },
             "google-vertex": {
-                "prompt_token": 7.5e-8,
-                "completion_token": 3e-7
+                "prompt_token": 7e-8,
+                "completion_token": 2.5e-7
             },
             "groq": {
                 "prompt_token": 7.5e-8,