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 f750d4b48e..3db99f6333 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: 2025-11-06 10:04:02 UTC
+// Generated at: 2025-11-07 10:03:43 UTC
 
 export type CanonicalProvider =
     | 'default'
@@ -51,10 +51,6 @@ export type CanonicalProvider =
     | 'hyperbolic-bf16'
     | 'hyperbolic-fp8'
     | 'inception'
-    | 'inference-net'
-    | 'inference-net-bf16'
-    | 'inference-net-fp16'
-    | 'inference-net-fp8'
     | 'infermatic'
     | 'infermatic-bf16'
     | 'inflection'
@@ -100,6 +96,7 @@ export type CanonicalProvider =
     | 'sambanova-fp8'
     | 'sambanova-turbo'
     | 'siliconflow-fp8'
+    | 'stealth'
     | 'switchpoint'
     | 'targon-bf16'
     | 'targon-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 dd7cabfb92..e9fae92987 100644
--- a/plugin-server/src/ingestion/ai-costs/providers/llm-costs.json
+++ b/plugin-server/src/ingestion/ai-costs/providers/llm-costs.json
@@ -1300,8 +1300,8 @@
                 "completion_token": 1.3e-7
             },
             "deepinfra-fp8": {
-                "prompt_token": 5e-7,
-                "completion_token": 0.000001
+                "prompt_token": 6e-7,
+                "completion_token": 0.0000012
             },
             "novita-bf16": {
                 "prompt_token": 8e-7,
@@ -2034,8 +2034,8 @@
                 "completion_token": 6e-8
             },
             "deepinfra-fp16": {
-                "prompt_token": 6e-8,
-                "completion_token": 6e-8
+                "prompt_token": 8e-8,
+                "completion_token": 8e-8
             },
             "mancer-fp8": {
                 "prompt_token": 5e-7,
@@ -2355,10 +2355,6 @@
                 "prompt_token": 1e-7,
                 "completion_token": 1e-7
             },
-            "inference-net-fp16": {
-                "prompt_token": 2e-8,
-                "completion_token": 3e-8
-            },
             "nebius-fast": {
                 "prompt_token": 3e-8,
                 "completion_token": 9e-8
@@ -2399,10 +2395,6 @@
                 "completion_token": 4.9e-8,
                 "image": 0.00007948
             },
-            "inference-net-fp16": {
-                "prompt_token": 5.5e-8,
-                "completion_token": 5.5e-8
-            },
             "together-turbo": {
                 "prompt_token": 1.8e-7,
                 "completion_token": 1.8e-7
@@ -2423,10 +2415,6 @@
             "deepinfra-bf16": {
                 "prompt_token": 5e-9,
                 "completion_token": 1e-8
-            },
-            "inference-net-fp16": {
-                "prompt_token": 1e-8,
-                "completion_token": 1e-8
             }
         }
     },
@@ -2449,10 +2437,6 @@
                 "prompt_token": 1e-7,
                 "completion_token": 1e-7
             },
-            "inference-net-fp16": {
-                "prompt_token": 2e-8,
-                "completion_token": 2e-8
-            },
             "novita-bf16": {
                 "prompt_token": 3e-8,
                 "completion_token": 5e-8
@@ -2984,10 +2968,6 @@
                 "prompt_token": 3e-7,
                 "completion_token": 0.0000012
             },
-            "parasail-fp8": {
-                "prompt_token": 2.5e-7,
-                "completion_token": 0.000001
-            },
             "siliconflow-fp8": {
                 "prompt_token": 3e-7,
                 "completion_token": 0.0000012
@@ -3314,10 +3294,6 @@
                 "prompt_token": 2e-8,
                 "completion_token": 4e-8
             },
-            "inference-net-fp8": {
-                "prompt_token": 3.75e-8,
-                "completion_token": 1e-7
-            },
             "mistral": {
                 "prompt_token": 1.5e-7,
                 "completion_token": 1.5e-7
@@ -3711,6 +3687,26 @@
             }
         }
     },
+    {
+        "model": "moonshotai/kimi-k2-thinking",
+        "cost": {
+            "default": {
+                "prompt_token": 6e-7,
+                "completion_token": 0.0000025,
+                "cache_read_token": 1.5e-7
+            },
+            "moonshotai": {
+                "prompt_token": 6e-7,
+                "completion_token": 0.0000025,
+                "cache_read_token": 1.5e-7
+            },
+            "moonshotai-turbo": {
+                "prompt_token": 0.00000115,
+                "completion_token": 0.000008,
+                "cache_read_token": 1.5e-7
+            }
+        }
+    },
     {
         "model": "moonshotai/kimi-k2:free",
         "cost": {
@@ -4608,10 +4604,6 @@
                 "completion_token": 6e-7,
                 "cache_read_token": 7.5e-8
             },
-            "inference-net": {
-                "prompt_token": 5e-8,
-                "completion_token": 4.5e-7
-            },
             "ncompass": {
                 "prompt_token": 5e-8,
                 "completion_token": 2.8e-7
@@ -4703,10 +4695,6 @@
                 "prompt_token": 4e-8,
                 "completion_token": 4e-8
             },
-            "inference-net": {
-                "prompt_token": 3e-8,
-                "completion_token": 1.5e-7
-            },
             "ncompass": {
                 "prompt_token": 4e-8,
                 "completion_token": 1.5e-7
@@ -4973,6 +4961,19 @@
             }
         }
     },
+    {
+        "model": "openrouter/polaris-alpha",
+        "cost": {
+            "default": {
+                "prompt_token": 0,
+                "completion_token": 0
+            },
+            "stealth": {
+                "prompt_token": 0,
+                "completion_token": 0
+            }
+        }
+    },
     {
         "model": "perplexity/sonar",
         "cost": {
@@ -5182,10 +5183,6 @@
                 "prompt_token": 2e-7,
                 "completion_token": 2e-7,
                 "image": 0.0001445
-            },
-            "inference-net-bf16": {
-                "prompt_token": 2e-7,
-                "completion_token": 2e-7
             }
         }
     },
@@ -5386,7 +5383,7 @@
                 "completion_token": 2.2e-7
             },
             "deepinfra-fp8": {
-                "prompt_token": 6e-8,
+                "prompt_token": 8e-8,
                 "completion_token": 2.4e-7
             },
             "nextbit-int4": {
@@ -6294,8 +6291,8 @@
                 "completion_token": 7.5e-7
             },
             "deepinfra-fp8": {
-                "prompt_token": 6.5e-7,
-                "completion_token": 7.5e-7
+                "prompt_token": 8.5e-7,
+                "completion_token": 8.5e-7
             },
             "nextbit-fp8": {
                 "prompt_token": 6.5e-7,
@@ -6315,8 +6312,8 @@
                 "completion_token": 7.5e-7
             },
             "deepinfra-fp8": {
-                "prompt_token": 6.5e-7,
-                "completion_token": 7.5e-7
+                "prompt_token": 8.5e-7,
+                "completion_token": 8.5e-7
             },
             "nextbit-bf16": {
                 "prompt_token": 6.5e-7,