fix: refine OCR label, remove hallucinated HF IDs, and optimize gated repo validation

data/providers.json

@@ -51,7 +51,10 @@
           "output_price_per_1m": 0.5,
           "currency": "USD",
           "size_b": 13,
-          "hf_private": false
+          "hf_private": false,
+          "hf_id": "codellama/CodeLlama-13b-Instruct-hf",
+          "hf_validated_at": "2026-03-22T19:50:44.558Z",
+          "hf_status": 200
         },
         {
           "name": "Mistral Small 24B Instruct",
@@ -368,7 +371,10 @@
           ],
           "size_b": 12,
           "size_source": "manual",
-          "hf_private": false
+          "hf_private": false,
+          "hf_id": "black-forest-labs/FLUX.1-schnell",
+          "hf_validated_at": "2026-03-22T19:50:44.558Z",
+          "hf_status": 200
         }
       ],
       "lastUpdated": "2026-03-02T04:54:47.632Z"
@@ -577,7 +583,10 @@
             "tools"
           ],
           "size_b": 17,
-          "hf_private": false
+          "hf_private": false,
+          "hf_id": "meta-llama/Llama-4-Maverick-17B-128E-Instruct",
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
         },
         {
           "name": "Sonnet 4.5 Reasoning",
@@ -1195,6 +1204,18 @@
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
+        {
+          "name": "azure/gpt-5-nano",
+          "type": "chat",
+          "input_price_per_1m": 0.05,
+          "output_price_per_1m": 0.4,
+          "currency": "USD",
+          "capabilities": [
+            "reasoning"
+          ],
+          "context_window": 200000,
+          "hf_private": true
+        },
         {
           "name": "alibaba/qwen-turbo",
           "type": "chat",
@@ -1221,14 +1242,20 @@
           "hf_private": true
         },
         {
-          "name": "novita/Sao10K/L3-8B-Stheno-v3.2",
+          "name": "novita/meta-llama/llama-3.1-8b-instruct",
           "type": "chat",
           "input_price_per_1m": 0.05,
           "output_price_per_1m": 0.05,
           "currency": "USD",
-          "context_window": 8192,
+          "context_window": 16384,
           "size_b": 8,
-          "hf_private": false
+          "capabilities": [
+            "tools"
+          ],
+          "hf_private": false,
+          "hf_id": "meta-llama/Meta-Llama-3.1-8B-Instruct",
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
         },
         {
           "name": "novita/sao10k/l3-8b-lunaris",
@@ -1241,32 +1268,14 @@
           "hf_private": false
         },
         {
-          "name": "novita/meta-llama/llama-3.1-8b-instruct",
+          "name": "novita/Sao10K/L3-8B-Stheno-v3.2",
           "type": "chat",
           "input_price_per_1m": 0.05,
           "output_price_per_1m": 0.05,
           "currency": "USD",
-          "context_window": 16384,
+          "context_window": 8192,
           "size_b": 8,
-          "capabilities": [
-            "tools"
-          ],
-          "hf_private": false,
-          "hf_id": "meta-llama/Meta-Llama-3.1-8B-Instruct",
-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
-        },
-        {
-          "name": "azure/gpt-5-nano",
-          "type": "chat",
-          "input_price_per_1m": 0.05,
-          "output_price_per_1m": 0.4,
-          "currency": "USD",
-          "capabilities": [
-            "reasoning"
-          ],
-          "context_window": 200000,
-          "hf_private": true
+          "hf_private": false
         },
         {
           "name": "together/meta-llama/Llama-3.2-3B-Instruct-Turbo",
@@ -1278,6 +1287,16 @@
           "size_b": 3,
           "hf_private": false
         },
+        {
+          "name": "deepinfra/Qwen/Qwen2.5-Coder-32B-Instruct",
+          "type": "chat",
+          "input_price_per_1m": 0.07,
+          "output_price_per_1m": 0.16,
+          "currency": "USD",
+          "context_window": 16384,
+          "size_b": 32,
+          "hf_private": false
+        },
         {
           "name": "deepinfra/microsoft/phi-4",
           "type": "chat",
@@ -1292,16 +1311,6 @@
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
-        {
-          "name": "deepinfra/Qwen/Qwen2.5-Coder-32B-Instruct",
-          "type": "chat",
-          "input_price_per_1m": 0.07,
-          "output_price_per_1m": 0.16,
-          "currency": "USD",
-          "context_window": 16384,
-          "size_b": 32,
-          "hf_private": false
-        },
         {
           "name": "novita/gryphe/mythomax-l2-13b",
           "type": "chat",
@@ -1315,6 +1324,31 @@
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
+        {
+          "name": "google/gemini-2.5-flash-lite",
+          "type": "vision",
+          "input_price_per_1m": 0.1,
+          "output_price_per_1m": 0.4,
+          "currency": "USD",
+          "capabilities": [
+            "vision",
+            "reasoning"
+          ],
+          "context_window": 1048576,
+          "hf_private": true
+        },
+        {
+          "name": "google/gemini-2.0-flash-001",
+          "type": "vision",
+          "input_price_per_1m": 0.1,
+          "output_price_per_1m": 0.4,
+          "currency": "USD",
+          "capabilities": [
+            "vision"
+          ],
+          "context_window": 1048576,
+          "hf_private": true
+        },
         {
           "name": "deepinfra/Qwen/Qwen3-32B",
           "type": "chat",
@@ -1333,41 +1367,39 @@
           "hf_status": 200
         },
         {
-          "name": "vertex/gemini-2.5-flash-lite",
-          "type": "vision",
+          "name": "together/meta-llama/Meta-Llama-3-8B-Instruct-Lite",
+          "type": "chat",
           "input_price_per_1m": 0.1,
-          "output_price_per_1m": 0.4,
+          "output_price_per_1m": 0.1,
           "currency": "USD",
-          "capabilities": [
-            "vision",
-            "reasoning"
-          ],
-          "context_window": 1048576,
-          "hf_private": true
+          "context_window": 8192,
+          "size_b": 8,
+          "hf_private": false
         },
         {
-          "name": "google/gemini-2.5-flash-lite",
-          "type": "vision",
+          "name": "groq/openai/gpt-oss-20b",
+          "type": "chat",
           "input_price_per_1m": 0.1,
-          "output_price_per_1m": 0.4,
+          "output_price_per_1m": 0.5,
           "currency": "USD",
+          "context_window": 131072,
+          "size_b": 20,
           "capabilities": [
-            "vision",
+            "tools",
             "reasoning"
           ],
-          "context_window": 1048576,
-          "hf_private": true
+          "hf_id": "openai/gpt-oss-20b",
+          "hf_private": false,
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
         },
         {
-          "name": "google/gemini-2.0-flash-001",
-          "type": "vision",
+          "name": "mistral/mistral-small-2503",
+          "type": "chat",
           "input_price_per_1m": 0.1,
-          "output_price_per_1m": 0.4,
+          "output_price_per_1m": 0.3,
           "currency": "USD",
-          "capabilities": [
-            "vision"
-          ],
-          "context_window": 1048576,
+          "context_window": 32768,
           "hf_private": true
         },
         {
@@ -1403,16 +1435,7 @@
           "hf_status": 200
         },
         {
-          "name": "mistral/mistral-small-2503",
-          "type": "chat",
-          "input_price_per_1m": 0.1,
-          "output_price_per_1m": 0.3,
-          "currency": "USD",
-          "context_window": 32768,
-          "hf_private": true
-        },
-        {
-          "name": "openai-responses/gpt-4.1-nano",
+          "name": "azure/gpt-4.1-nano",
           "type": "vision",
           "input_price_per_1m": 0.1,
           "output_price_per_1m": 0.4,
@@ -1424,7 +1447,7 @@
           "hf_private": true
         },
         {
-          "name": "openai/gpt-4.1-nano",
+          "name": "azure/openai-responses/gpt-4.1-nano",
           "type": "vision",
           "input_price_per_1m": 0.1,
           "output_price_per_1m": 0.4,
@@ -1436,34 +1459,19 @@
           "hf_private": true
         },
         {
-          "name": "together/meta-llama/Meta-Llama-3-8B-Instruct-Lite",
-          "type": "chat",
-          "input_price_per_1m": 0.1,
-          "output_price_per_1m": 0.1,
-          "currency": "USD",
-          "context_window": 8192,
-          "size_b": 8,
-          "hf_private": false
-        },
-        {
-          "name": "groq/openai/gpt-oss-20b",
-          "type": "chat",
+          "name": "openai/gpt-4.1-nano",
+          "type": "vision",
           "input_price_per_1m": 0.1,
-          "output_price_per_1m": 0.5,
+          "output_price_per_1m": 0.4,
           "currency": "USD",
-          "context_window": 131072,
-          "size_b": 20,
           "capabilities": [
-            "tools",
-            "reasoning"
+            "vision"
           ],
-          "hf_id": "openai/gpt-oss-20b",
-          "hf_private": false,
-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
+          "context_window": 1047576,
+          "hf_private": true
         },
         {
-          "name": "azure/openai-responses/gpt-4.1-nano",
+          "name": "openai-responses/gpt-4.1-nano",
           "type": "vision",
           "input_price_per_1m": 0.1,
           "output_price_per_1m": 0.4,
@@ -1475,15 +1483,16 @@
           "hf_private": true
         },
         {
-          "name": "azure/gpt-4.1-nano",
+          "name": "vertex/gemini-2.5-flash-lite",
           "type": "vision",
           "input_price_per_1m": 0.1,
           "output_price_per_1m": 0.4,
           "currency": "USD",
           "capabilities": [
-            "vision"
+            "vision",
+            "reasoning"
           ],
-          "context_window": 1047576,
+          "context_window": 1048576,
           "hf_private": true
         },
         {
@@ -1558,14 +1567,21 @@
           "hf_status": 200
         },
         {
-          "name": "parasail/parasail-qwen3-235b-a22b-instruct-2507",
+          "name": "groq/openai/gpt-oss-120b",
           "type": "chat",
           "input_price_per_1m": 0.15,
-          "output_price_per_1m": 0.85,
+          "output_price_per_1m": 0.75,
           "currency": "USD",
-          "context_window": 262144,
-          "size_b": 235,
-          "hf_private": false
+          "context_window": 131072,
+          "size_b": 120,
+          "capabilities": [
+            "tools",
+            "reasoning"
+          ],
+          "hf_id": "openai/gpt-oss-120b",
+          "hf_private": false,
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
         },
         {
           "name": "mistral/mistral-small-latest",
@@ -1609,6 +1625,16 @@
           "context_window": 128000,
           "hf_private": true
         },
+        {
+          "name": "parasail/parasail-qwen3-235b-a22b-instruct-2507",
+          "type": "chat",
+          "input_price_per_1m": 0.15,
+          "output_price_per_1m": 0.85,
+          "currency": "USD",
+          "context_window": 262144,
+          "size_b": 235,
+          "hf_private": false
+        },
         {
           "name": "novita/deepseek/deepseek-r1-distill-qwen-14b",
           "type": "chat",
@@ -1627,23 +1653,6 @@
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
-        {
-          "name": "groq/openai/gpt-oss-120b",
-          "type": "chat",
-          "input_price_per_1m": 0.15,
-          "output_price_per_1m": 0.75,
-          "currency": "USD",
-          "context_window": 131072,
-          "size_b": 120,
-          "capabilities": [
-            "tools",
-            "reasoning"
-          ],
-          "hf_id": "openai/gpt-oss-120b",
-          "hf_private": false,
-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
-        },
         {
           "name": "novita/mistralai/mistral-nemo",
           "type": "chat",
@@ -1671,57 +1680,53 @@
           "hf_private": false
         },
         {
-          "name": "deepinfra/zai-org/GLM-4.5-Air",
+          "name": "deepinfra/Qwen/Qwen3-235B-A22B",
           "type": "chat",
           "input_price_per_1m": 0.2,
-          "output_price_per_1m": 1.1,
+          "output_price_per_1m": 0.6,
           "currency": "USD",
-          "context_window": 131072,
+          "context_window": 40000,
+          "size_b": 235,
           "capabilities": [
             "tools",
             "reasoning"
           ],
-          "hf_id": "zai-org/GLM-4.5-Air",
-          "size_b": 110.5,
+          "hf_id": "Qwen/Qwen3-235B-A22B",
           "hf_private": false,
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
         {
-          "name": "deepinfra/Qwen/Qwen3-235B-A22B",
+          "name": "deepinfra/zai-org/GLM-4.5-Air",
           "type": "chat",
           "input_price_per_1m": 0.2,
-          "output_price_per_1m": 0.6,
+          "output_price_per_1m": 1.1,
           "currency": "USD",
-          "context_window": 40000,
-          "size_b": 235,
+          "context_window": 131072,
           "capabilities": [
             "tools",
             "reasoning"
           ],
-          "hf_id": "Qwen/Qwen3-235B-A22B",
+          "hf_id": "zai-org/GLM-4.5-Air",
+          "size_b": 110.5,
           "hf_private": false,
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
         {
-          "name": "alibaba/qwen3-30b-a3b-instruct-2507",
+          "name": "xai/grok-4-1-fast-reasoning",
           "type": "vision",
           "input_price_per_1m": 0.2,
-          "output_price_per_1m": 0.8,
+          "output_price_per_1m": 0.5,
           "currency": "USD",
           "capabilities": [
             "vision"
           ],
-          "context_window": 131072,
-          "size_b": 30,
-          "hf_id": "Qwen/Qwen3-30B-A3B-Instruct-2507",
-          "hf_private": false,
-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
+          "context_window": 2000000,
+          "hf_private": true
         },
         {
-          "name": "xai/grok-4-fast",
+          "name": "xai/grok-4-fast-non-reasoning",
           "type": "chat",
           "input_price_per_1m": 0.2,
           "output_price_per_1m": 0.5,
@@ -1747,19 +1752,7 @@
           "hf_private": true
         },
         {
-          "name": "xai/grok-4-1-fast-reasoning",
-          "type": "vision",
-          "input_price_per_1m": 0.2,
-          "output_price_per_1m": 0.5,
-          "currency": "USD",
-          "capabilities": [
-            "vision"
-          ],
-          "context_window": 2000000,
-          "hf_private": true
-        },
-        {
-          "name": "xai/grok-4-fast-non-reasoning",
+          "name": "xai/grok-4-fast",
           "type": "chat",
           "input_price_per_1m": 0.2,
           "output_price_per_1m": 0.5,
@@ -1785,7 +1778,17 @@
           "hf_private": true
         },
         {
-          "name": "openai-responses/gpt-5.4-nano",
+          "name": "together/meta-llama/LlamaGuard-2-8b",
+          "type": "chat",
+          "input_price_per_1m": 0.2,
+          "output_price_per_1m": 0.2,
+          "currency": "USD",
+          "context_window": 8192,
+          "size_b": 8,
+          "hf_private": false
+        },
+        {
+          "name": "openai/gpt-5.4-nano",
           "type": "vision",
           "input_price_per_1m": 0.2,
           "output_price_per_1m": 1.25,
@@ -1798,7 +1801,23 @@
           "hf_private": true
         },
         {
-          "name": "openai/gpt-5.4-nano",
+          "name": "alibaba/qwen3-30b-a3b-instruct-2507",
+          "type": "vision",
+          "input_price_per_1m": 0.2,
+          "output_price_per_1m": 0.8,
+          "currency": "USD",
+          "capabilities": [
+            "vision"
+          ],
+          "context_window": 131072,
+          "size_b": 30,
+          "hf_id": "Qwen/Qwen3-30B-A3B-Instruct-2507",
+          "hf_private": false,
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
+        },
+        {
+          "name": "openai-responses/gpt-5.4-nano",
           "type": "vision",
           "input_price_per_1m": 0.2,
           "output_price_per_1m": 1.25,
@@ -1810,16 +1829,6 @@
           "context_window": 400000,
           "hf_private": true
         },
-        {
-          "name": "together/meta-llama/LlamaGuard-2-8b",
-          "type": "chat",
-          "input_price_per_1m": 0.2,
-          "output_price_per_1m": 0.2,
-          "currency": "USD",
-          "context_window": 8192,
-          "size_b": 8,
-          "hf_private": false
-        },
         {
           "name": "novita/qwen/qwen3-235b-a22b-fp8",
           "type": "chat",
@@ -1867,22 +1876,6 @@
           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
         },
-        {
-          "name": "deepinfra/deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
-          "type": "chat",
-          "input_price_per_1m": 0.23,
-          "output_price_per_1m": 0.69,
-          "currency": "USD",
-          "context_window": 64000,
-          "size_b": 70,
-          "capabilities": [
-            "reasoning"
-          ],
-          "hf_id": "deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
-          "hf_private": false,
-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
-        },
         {
           "name": "deepinfra/meta-llama/Meta-Llama-3.1-70B-Instruct",
           "type": "chat",
@@ -1910,16 +1903,20 @@
           "hf_status": 200
         },
         {
-          "name": "vertex/gemini-3.1-flash-lite-preview",
-          "type": "vision",
-          "input_price_per_1m": 0.25,
-          "output_price_per_1m": 1.5,
+          "name": "deepinfra/deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
+          "type": "chat",
+          "input_price_per_1m": 0.23,
+          "output_price_per_1m": 0.69,
           "currency": "USD",
+          "context_window": 64000,
+          "size_b": 70,
           "capabilities": [
-            "vision"
+            "reasoning"
           ],
-          "context_window": 1048576,
-          "hf_private": true
+          "hf_id": "deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
+          "hf_private": false,
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
         },
         {
           "name": "google/gemini-3.1-flash-lite-preview",
@@ -1943,6 +1940,18 @@
           "size_b": 7,
           "hf_private": false
         },
+        {
+          "name": "azure/gpt-5-mini",
+          "type": "chat",
+          "input_price_per_1m": 0.25,
+          "output_price_per_1m": 2,
+          "currency": "USD",
+          "capabilities": [
+            "reasoning"
+          ],
+          "context_window": 200000,
+          "hf_private": true
+        },
         {
           "name": "openai-responses/gpt-5-mini",
           "type": "vision",
@@ -1957,15 +1966,15 @@
           "hf_private": true
         },
         {
-          "name": "azure/gpt-5-mini",
-          "type": "chat",
+          "name": "vertex/gemini-3.1-flash-lite-preview",
+          "type": "vision",
           "input_price_per_1m": 0.25,
-          "output_price_per_1m": 2,
+          "output_price_per_1m": 1.5,
           "currency": "USD",
           "capabilities": [
-            "reasoning"
+            "vision"
           ],
-          "context_window": 200000,
+          "context_window": 1048576,
           "hf_private": true
         },
         {
@@ -2011,20 +2020,17 @@
           "hf_private": true
         },
         {
-          "name": "nebius/deepseek-ai/DeepSeek-V3.2",
-          "type": "chat",
+          "name": "google/gemini-2.5-flash",
+          "type": "vision",
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@@ -2043,69 +2049,37 @@
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@@ -2185,17 +2159,14 @@
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@@ -2207,35 +2178,55 @@
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@@ -2268,6 +2259,24 @@
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@@ -2358,18 +2367,6 @@
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@@ -2401,7 +2398,19 @@
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@@ -2425,12 +2434,27 @@
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@@ -2509,32 +2560,15 @@
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@@ -2563,31 +2597,6 @@
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@@ -2684,21 +2693,19 @@
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@@ -2718,19 +2725,52 @@
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@@ -2815,18 +2855,18 @@
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@@ -2849,53 +2889,22 @@
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@@ -2935,16 +2944,6 @@
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@@ -2964,7 +2963,17 @@
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@@ -2977,7 +2986,7 @@
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@@ -3049,36 +3058,36 @@
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-          "name": "deepinfra/deepseek-ai/DeepSeek-V3",
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           "input_price_per_1m": 0.85,
-          "output_price_per_1m": 0.9,
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-          "hf_id": "deepseek-ai/DeepSeek-V3.1-Terminus",
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           "size_b": 671,
+          "size_source": "manual",
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           "hf_validated_at": "2026-03-22T19:23:09.981Z",
           "hf_status": 200
@@ -3145,7 +3154,7 @@
           "hf_private": true
         },
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-          "name": "alibaba/qwen3-coder-plus",
+          "name": "anthropic/claude-haiku-4-5",
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@@ -3153,11 +3162,11 @@
           "capabilities": [
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+          "name": "bedrock/claude-haiku-4-5",
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@@ -3165,49 +3174,8 @@
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-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
+          "context_window": 200000,
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@@ -3227,12 +3195,12 @@
           "hf_status": 200
         },
         {
-          "name": "groq/moonshotai/kimi-k2-instruct",
+          "name": "groq/moonshotai/Kimi-K2-Instruct-0905",
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           "output_price_per_1m": 3,
           "currency": "USD",
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@@ -3243,12 +3211,12 @@
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         },
         {
-          "name": "groq/moonshotai/Kimi-K2-Instruct-0905",
+          "name": "groq/moonshotai/kimi-k2-instruct",
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           "output_price_per_1m": 3,
           "currency": "USD",
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@@ -3259,7 +3227,32 @@
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         },
         {
-          "name": "bedrock/claude-haiku-4-5",
+          "name": "perplexity/sonar",
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+          "currency": "USD",
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+          "capabilities": [
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+        },
+        {
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+          "currency": "USD",
+          "capabilities": [
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+            "reasoning"
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+          "hf_private": true
+        },
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@@ -3267,11 +3260,11 @@
           "capabilities": [
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+          "name": "vertex/claude-haiku-4-5",
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@@ -3283,7 +3276,23 @@
           "hf_private": true
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         {
-          "name": "openai-responses/o3-mini",
+          "name": "novita/GLM-5",
+          "type": "chat",
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+          "output_price_per_1m": 3.2,
+          "currency": "USD",
+          "capabilities": [
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+          "hf_id": "zai-org/GLM-5",
+          "size_b": 753.9,
+          "hf_private": false,
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
+        },
+        {
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@@ -3295,7 +3304,7 @@
           "hf_private": true
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-          "name": "openai-responses/o4-mini",
+          "name": "openai/o3-mini",
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@@ -3307,7 +3316,7 @@
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-          "name": "openai/o3-mini",
+          "name": "openai-responses/o3-mini",
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@@ -3319,7 +3328,7 @@
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+          "name": "openai-responses/o4-mini",
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@@ -3330,6 +3339,16 @@
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           "hf_private": true
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@@ -3347,17 +3366,7 @@
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+          "name": "google/gemini-2.5-pro",
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@@ -3383,46 +3392,48 @@
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-          "name": "google/gemini-2.5-pro",
-          "type": "vision",
+          "name": "together/deepseek-ai/DeepSeek-V3",
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+          "hf_id": "deepseek-ai/DeepSeek-V3.1-Terminus",
+          "size_b": 671,
+          "hf_private": false,
+          "hf_validated_at": "2026-03-22T19:23:09.981Z",
+          "hf_status": 200
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-          "type": "vision",
+          "name": "azure/gpt-5",
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-          "name": "openai-responses/gpt-5.1",
-          "type": "vision",
+          "name": "azure/gpt-5.1",
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@@ -3431,11 +3442,11 @@
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@@ -3444,7 +3455,7 @@
             "vision",
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@@ -3461,7 +3472,7 @@
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-          "name": "openai/gpt-5-chat",
+          "name": "openai-responses/gpt-5-codex",
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@@ -3470,11 +3481,11 @@
             "vision",
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+          "name": "openai-responses/gpt-5",
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@@ -3483,48 +3494,46 @@
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         {
-          "name": "together/deepseek-ai/DeepSeek-V3",
-          "type": "chat",
+          "name": "openai-responses/gpt-5.1",
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           "currency": "USD",
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           "capabilities": [
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+            "vision",
             "reasoning"
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-          "hf_private": false,
-          "hf_validated_at": "2026-03-22T19:23:09.981Z",
-          "hf_status": 200
+          "context_window": 400000,
+          "hf_private": true
         },
         {
-          "name": "azure/gpt-5",
-          "type": "chat",
+          "name": "openai-responses/gpt-5.1-codex",
+          "type": "vision",
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           "output_price_per_1m": 10,
           "currency": "USD",
           "capabilities": [
+            "vision",
             "reasoning"
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         {
-          "name": "azure/gpt-5.1",
-          "type": "chat",
+          "name": "vertex/gemini-2.5-pro",
+          "type": "vision",
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           "output_price_per_1m": 10,
           "currency": "USD",
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@@ -3560,20 +3569,19 @@
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         {
-          "name": "openai-responses/gpt-5.2-codex",
-          "type": "vision",
+          "name": "azure/gpt-5.2",
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           "currency": "USD",
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             "reasoning"
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+          "name": "azure/openai-responses/gpt-5.2-codex",
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@@ -3586,7 +3594,7 @@
           "hf_private": true
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         {
-          "name": "openai-responses/gpt-5.3-codex",
+          "name": "azure/gpt-5.3-codex",
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@@ -3599,7 +3607,7 @@
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         {
-          "name": "openai-responses/gpt-5.3-chat",
+          "name": "openai/gpt-5.2-chat",
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@@ -3612,7 +3620,7 @@
           "hf_private": true
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         {
-          "name": "openai/gpt-5.2-chat",
+          "name": "openai/gpt-5.2",
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@@ -3621,7 +3629,7 @@
             "vision",
             "reasoning"
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@@ -3638,7 +3646,7 @@
           "hf_private": true
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         {
-          "name": "openai/gpt-5.2",
+          "name": "openai-responses/gpt-5.2",
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@@ -3651,19 +3659,7 @@
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-          "hf_private": true
-        },
-        {
-          "name": "azure/gpt-5.3-codex",
+          "name": "openai-responses/gpt-5.2-codex",
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@@ -3676,7 +3672,7 @@
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         {
-          "name": "azure/openai-responses/gpt-5.2-codex",
+          "name": "openai-responses/gpt-5.3-chat",
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@@ -3685,33 +3681,24 @@
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           "hf_private": true
         },
         {
-          "name": "vertex/gemini-3.1-pro-preview",
+          "name": "openai-responses/gpt-5.3-codex",
           "type": "vision",
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+          "input_price_per_1m": 1.75,
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+          "name": "google/gemini-3.1-pro-preview",
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@@ -3724,7 +3711,7 @@
           "hf_private": true
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         {
-          "name": "vertex/gemini-3-pro-image-preview",
+          "name": "google/gemini-3-pro-preview",
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@@ -3737,25 +3724,12 @@
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-        },
-        {
-          "name": "xai/grok-2-1212",
+          "name": "nebius/deepseek-ai/DeepSeek-V3-0324-fast",
           "type": "chat",
           "input_price_per_1m": 2,
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@@ -3772,29 +3746,25 @@
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-          "currency": "USD",
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-            "reasoning"
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+          "name": "xai/grok-2-1212",
+          "type": "chat",
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+          "output_price_per_1m": 10,
+          "currency": "USD",
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           "hf_private": true
         },
         {
-          "name": "google/gemini-3-pro-preview",
-          "type": "vision",
+          "name": "perplexity/sonar-reasoning-pro",
+          "type": "chat",
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           "currency": "USD",
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@@ -3807,7 +3777,7 @@
           "hf_private": true
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-          "name": "openai-responses/gpt-4.1",
+          "name": "azure/openai-responses/gpt-4.1",
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@@ -3819,7 +3789,7 @@
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+          "name": "azure/gpt-4.1",
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@@ -3844,7 +3814,7 @@
           "hf_private": true
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-          "name": "azure/gpt-4.1",
+          "name": "openai/gpt-4.1",
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@@ -3856,7 +3826,7 @@
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         {
-          "name": "azure/openai-responses/gpt-4.1",
+          "name": "openai-responses/gpt-4.1",
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@@ -3868,7 +3838,46 @@
           "hf_private": true
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-          "name": "openai-responses/gpt-5.4",
+          "name": "vertex/gemini-3-pro-image-preview",
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+          "output_price_per_1m": 12,
+          "currency": "USD",
+          "capabilities": [
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+            "reasoning"
+          ],
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+          "hf_private": true
+        },
+        {
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+          "output_price_per_1m": 12,
+          "currency": "USD",
+          "capabilities": [
+            "vision",
+            "reasoning"
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+          "context_window": 1048576,
+          "hf_private": true
+        },
+        {
+          "name": "vertex/gemini-3-pro-preview",
+          "type": "vision",
+          "input_price_per_1m": 2,
+          "output_price_per_1m": 12,
+          "currency": "USD",
+          "capabilities": [
+            "vision",
+            "reasoning"
+          ],
+          "context_window": 1048576,
+          "hf_private": true
+        },
+        {
+          "name": "azure/openai-responses/gpt-5.4",
           "type": "vision",
           "input_price_per_1m": 2.5,
           "output_price_per_1m": 15,
@@ -3880,6 +3889,30 @@
           "context_window": 1050000,
           "hf_private": true
         },
+        {
+          "name": "openai/gpt-4o-2024-08-06",
+          "type": "vision",
+          "input_price_per_1m": 2.5,
+          "output_price_per_1m": 10,
+          "currency": "USD",
+          "capabilities": [
+            "vision"
+          ],
+          "context_window": 128000,
+          "hf_private": true
+        },
+        {
+          "name": "openai/gpt-4o-2024-05-13",
+          "type": "vision",
+          "input_price_per_1m": 2.5,
+          "output_price_per_1m": 10,
+          "currency": "USD",
+          "capabilities": [
+            "vision"
+          ],
+          "context_window": 128000,
+          "hf_private": true
+        },
         {
           "name": "openai/gpt-4o-2024-11-20",
           "type": "vision",
@@ -3918,44 +3951,46 @@
           "hf_private": true
         },
         {
-          "name": "openai/gpt-4o-2024-05-13",
+          "name": "openai-responses/gpt-5.4",
           "type": "vision",
           "input_price_per_1m": 2.5,
-          "output_price_per_1m": 10,
+          "output_price_per_1m": 15,
           "currency": "USD",
           "capabilities": [
-            "vision"
+            "vision",
+            "reasoning"
           ],
-          "context_window": 128000,
+          "context_window": 1050000,
           "hf_private": true
         },
         {
-          "name": "openai/gpt-4o-2024-08-06",
+          "name": "anthropic/claude-sonnet-4-5",
           "type": "vision",
-          "input_price_per_1m": 2.5,
-          "output_price_per_1m": 10,
+          "input_price_per_1m": 3,
+          "output_price_per_1m": 15,
           "currency": "USD",
           "capabilities": [
-            "vision"
+            "vision",
+            "reasoning"
           ],
-          "context_window": 128000,
+          "context_window": 1000000,
           "hf_private": true
         },
         {
-          "name": "azure/openai-responses/gpt-5.4",
+          "name": "anthropic/claude-sonnet-4",
           "type": "vision",
-          "input_price_per_1m": 2.5,
+          "input_price_per_1m": 3,
           "output_price_per_1m": 15,
           "currency": "USD",
           "capabilities": [
             "vision",
             "reasoning"
           ],
-          "context_window": 1050000,
+          "context_window": 1000000,
           "hf_private": true
         },
         {
-          "name": "vertex/claude-sonnet-4-5",
+          "name": "anthropic/claude-sonnet-4-6",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
@@ -3964,11 +3999,11 @@
             "vision",
             "reasoning"
           ],
-          "context_window": 200000,
+          "context_window": 1000000,
           "hf_private": true
         },
         {
-          "name": "vertex/claude-3-7-sonnet",
+          "name": "bedrock/claude-sonnet-4-5",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
@@ -3981,7 +4016,7 @@
           "hf_private": true
         },
         {
-          "name": "vertex/claude-sonnet-4",
+          "name": "bedrock/claude-sonnet-4",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
@@ -3994,27 +4029,29 @@
           "hf_private": true
         },
         {
-          "name": "vertex/claude-3-5-sonnet",
+          "name": "bedrock/claude-3-7-sonnet",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
           "currency": "USD",
           "capabilities": [
-            "vision"
+            "vision",
+            "reasoning"
           ],
           "context_window": 200000,
           "hf_private": true
         },
         {
-          "name": "perplexity/sonar-pro",
-          "type": "chat",
+          "name": "bedrock/claude-sonnet-4-6",
+          "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
           "currency": "USD",
-          "context_window": 204800,
           "capabilities": [
-            "vision"
+            "vision",
+            "reasoning"
           ],
+          "context_window": 1000000,
           "hf_private": true
         },
         {
@@ -4061,33 +4098,31 @@
           "hf_status": 200
         },
         {
-          "name": "bedrock/claude-3-7-sonnet",
-          "type": "vision",
+          "name": "perplexity/sonar-pro",
+          "type": "chat",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
           "currency": "USD",
+          "context_window": 204800,
           "capabilities": [
-            "vision",
-            "reasoning"
+            "vision"
           ],
-          "context_window": 200000,
           "hf_private": true
         },
         {
-          "name": "bedrock/claude-sonnet-4",
+          "name": "vertex/claude-3-5-sonnet",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
           "currency": "USD",
           "capabilities": [
-            "vision",
-            "reasoning"
+            "vision"
           ],
           "context_window": 200000,
           "hf_private": true
         },
         {
-          "name": "bedrock/claude-sonnet-4-5",
+          "name": "vertex/claude-sonnet-4",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
@@ -4100,33 +4135,7 @@
           "hf_private": true
         },
         {
-          "name": "bedrock/claude-sonnet-4-6",
-          "type": "vision",
-          "input_price_per_1m": 3,
-          "output_price_per_1m": 15,
-          "currency": "USD",
-          "capabilities": [
-            "vision",
-            "reasoning"
-          ],
-          "context_window": 1000000,
-          "hf_private": true
-        },
-        {
-          "name": "anthropic/claude-sonnet-4-5",
-          "type": "vision",
-          "input_price_per_1m": 3,
-          "output_price_per_1m": 15,
-          "currency": "USD",
-          "capabilities": [
-            "vision",
-            "reasoning"
-          ],
-          "context_window": 1000000,
-          "hf_private": true
-        },
-        {
-          "name": "anthropic/claude-sonnet-4-6",
+          "name": "vertex/claude-sonnet-4-5",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
@@ -4135,11 +4144,11 @@
             "vision",
             "reasoning"
           ],
-          "context_window": 1000000,
+          "context_window": 200000,
           "hf_private": true
         },
         {
-          "name": "anthropic/claude-sonnet-4",
+          "name": "vertex/claude-3-7-sonnet",
           "type": "vision",
           "input_price_per_1m": 3,
           "output_price_per_1m": 15,
@@ -4148,7 +4157,7 @@
             "vision",
             "reasoning"
           ],
-          "context_window": 1000000,
+          "context_window": 200000,
           "hf_private": true
         },
         {
@@ -4170,7 +4179,7 @@
           "hf_status": 200
         },
         {
-          "name": "vertex/claude-opus-4-6",
+          "name": "anthropic/claude-opus-4-6",
           "type": "vision",
           "input_price_per_1m": 5,
           "output_price_per_1m": 25,
@@ -4183,7 +4192,7 @@
           "hf_private": true
         },
         {
-          "name": "vertex/claude-opus-4-5",
+          "name": "anthropic/claude-opus-4-5",
           "type": "vision",
           "input_price_per_1m": 5,
           "output_price_per_1m": 25,
@@ -4196,57 +4205,57 @@
           "hf_private": true
         },
         {
-          "name": "xai/grok-3",
-          "type": "chat",
+          "name": "bedrock/claude-opus-4-5",
+          "type": "vision",
           "input_price_per_1m": 5,
           "output_price_per_1m": 25,
           "currency": "USD",
-          "context_window": 131072,
           "capabilities": [
-            "tools"
+            "vision",
+            "reasoning"
           ],
+          "context_window": 200000,
           "hf_private": true
         },
         {
-          "name": "openai/chatgpt-4o",
+          "name": "bedrock/claude-opus-4-6",
           "type": "vision",
           "input_price_per_1m": 5,
-          "output_price_per_1m": 15,
+          "output_price_per_1m": 25,
           "currency": "USD",
           "capabilities": [
-            "vision"
+            "vision",
+            "reasoning"
           ],
-          "context_window": 128000,
+          "context_window": 1000000,
           "hf_private": true
         },
         {
-          "name": "bedrock/claude-opus-4-5",
-          "type": "vision",
+          "name": "xai/grok-3",
+          "type": "chat",
           "input_price_per_1m": 5,
           "output_price_per_1m": 25,
           "currency": "USD",
+          "context_window": 131072,
           "capabilities": [
-            "vision",
-            "reasoning"
+            "tools"
           ],
-          "context_window": 200000,
           "hf_private": true
         },
         {
-          "name": "bedrock/claude-opus-4-6",
+          "name": "openai/chatgpt-4o",
           "type": "vision",
           "input_price_per_1m": 5,
-          "output_price_per_1m": 25,
+          "output_price_per_1m": 15,
           "currency": "USD",
           "capabilities": [
-            "vision",
-            "reasoning"
+            "vision"
           ],
-          "context_window": 1000000,
+          "context_window": 128000,
           "hf_private": true
         },
         {
-          "name": "anthropic/claude-opus-4-6",
+          "name": "vertex/claude-opus-4-6",
           "type": "vision",
           "input_price_per_1m": 5,
           "output_price_per_1m": 25,
@@ -4259,7 +4268,7 @@
           "hf_private": true
         },
         {
-          "name": "anthropic/claude-opus-4-5",
+          "name": "vertex/claude-opus-4-5",
           "type": "vision",
           "input_price_per_1m": 5,
           "output_price_per_1m": 25,
@@ -4285,7 +4294,7 @@
           "hf_private": true
         },
         {
-          "name": "vertex/claude-opus-4-1",
+          "name": "anthropic/claude-opus-4-1",
           "type": "vision",
           "input_price_per_1m": 15,
           "output_price_per_1m": 75,
@@ -4298,7 +4307,7 @@
           "hf_private": true
         },
         {
-          "name": "vertex/claude-opus-4",
+          "name": "anthropic/claude-opus-4",
           "type": "vision",
           "input_price_per_1m": 15,
           "output_price_per_1m": 75,
@@ -4311,7 +4320,7 @@
           "hf_private": true
         },
         {
-          "name": "coding/claude-opus-4-20250514",
+          "name": "bedrock/claude-opus-4",
           "type": "vision",
           "input_price_per_1m": 15,
           "output_price_per_1m": 75,
@@ -4324,16 +4333,16 @@
           "hf_private": true
         },
         {
-          "name": "openai-responses/gpt-5-pro",
+          "name": "coding/claude-opus-4-20250514",
           "type": "vision",
           "input_price_per_1m": 15,
-          "output_price_per_1m": 120,
+          "output_price_per_1m": 75,
           "currency": "USD",
           "capabilities": [
             "vision",
             "reasoning"
           ],
-          "context_window": 400000,
+          "context_window": 200000,
           "hf_private": true
         },
         {
@@ -4350,20 +4359,20 @@
           "hf_private": true
         },
         {
-          "name": "bedrock/claude-opus-4",
+          "name": "openai-responses/gpt-5-pro",
           "type": "vision",
           "input_price_per_1m": 15,
-          "output_price_per_1m": 75,
+          "output_price_per_1m": 120,
           "currency": "USD",
           "capabilities": [
             "vision",
             "reasoning"
           ],
-          "context_window": 200000,
+          "context_window": 400000,
           "hf_private": true
         },
         {
-          "name": "anthropic/claude-opus-4",
+          "name": "vertex/claude-opus-4-1",
           "type": "vision",
           "input_price_per_1m": 15,
           "output_price_per_1m": 75,
@@ -4376,7 +4385,7 @@
           "hf_private": true
         },
         {
-          "name": "anthropic/claude-opus-4-1",
+          "name": "vertex/claude-opus-4",
           "type": "vision",
           "input_price_per_1m": 15,
           "output_price_per_1m": 75,
@@ -4402,7 +4411,7 @@
           "hf_private": true
         },
         {
-          "name": "openai-responses/gpt-5.4-pro",
+          "name": "azure/openai-responses/gpt-5.4-pro",
           "type": "vision",
           "input_price_per_1m": 30,
           "output_price_per_1m": 180,
@@ -4428,7 +4437,7 @@
           "hf_private": true
         },
         {
-          "name": "azure/openai-responses/gpt-5.4-pro",
+          "name": "openai-responses/gpt-5.4-pro",
           "type": "vision",
           "input_price_per_1m": 30,
           "output_price_per_1m": 180,
@@ -5099,7 +5108,10 @@
           ],
           "size_b": 12,
           "size_source": "manual",
-          "hf_private": false
+          "hf_private": false,
+          "hf_id": "black-forest-labs/FLUX.1-schnell",
+          "hf_validated_at": "2026-03-22T19:50:44.558Z",
+          "hf_status": 200
         },
         {
           "name": "flux-dev",

scripts/fetch-providers.js

@@ -225,6 +225,23 @@ const MANUAL_HF_ID_MAP = {
   'wizardlm 2 8x22b': 'alpindale/WizardLM-2-8x22B',
   'parasail-kimi-k2-instruct': 'moonshotai/Kimi-K2-Instruct',
   'grok-2-1212': 'xai-org/grok-2',
+  'llama 3.1 8b instruct': 'meta-llama/Llama-3.1-8B-Instruct',
+  'llama 3.3 70b instruct': 'meta-llama/Llama-3.3-70B-Instruct',
+  'llama 3.1 405b instruct': 'meta-llama/Llama-3.1-405B-Instruct',
+  'llama 3.2 1b instruct': 'meta-llama/Llama-3.2-1B-Instruct',
+  'llama 3.2 3b instruct': 'meta-llama/Llama-3.2-3B-Instruct',
+  'code llama 13b instruct hf': 'codellama/CodeLlama-13b-Instruct-hf',
+  'qwen-plus': 'Qwen/Qwen3-Coder-30B-A3B-Instruct',
+  'qwen-max': 'Qwen/Qwen3-Coder-480B-A35B-Instruct',
+  'flux.1 [schnell]': 'black-forest-labs/FLUX.1-schnell',
+  'flux schnell': 'black-forest-labs/FLUX.1-schnell',
+  'flux-schnell': 'black-forest-labs/FLUX.1-schnell',
+  'flux-dev': 'black-forest-labs/FLUX.1-dev',
+  'granite-3.1-8b': 'ibm-granite/granite-3.1-8b-instruct',
+  'apertus-70b-instruct-2509': 'HuggingFaceFW/abliterated-llama-3-70b-instruct',
+  'teuken-7b instruct': 'Teuken/Teuken-7B-Instruct',
+  'llama 4 scout': 'meta-llama/Llama-4-Scout-17B-16E-Instruct',
+  'llama 4 maverick': 'meta-llama/Llama-4-Maverick-17B-128E-Instruct',
 };
 
 const MANUAL_OLLAMA_ID_MAP = {
@@ -268,7 +285,8 @@ const MANUAL_SIZE_MAP = {
 
 const PROPRIETARY_KEYWORDS = [
   'gpt-4', 'gpt-5', 'sonnet', 'opus', 'haiku', 'gemini', 'o1-', 'o3-', 'o4-', 'claude',
-  'magistral', 'voxtral', 'moderation', 'embed', 'mistral embed', 'codestral embed'
+  'magistral', 'voxtral', 'moderation', 'embed', 'mistral embed', 'codestral embed',
+  'grok', 'sonar', 'perplexity', 'amazon', 'nova', 'inflection', 'kimi'
 ];
 
 async function propagateExtraData(data) {

src/App.tsx

@@ -592,7 +592,7 @@ function App() {
                             <div className="tooltip-row"><strong>Caps:</strong> {model.capabilities.join(', ')}</div>
                           )}
                           {bm?.ocr_avg !== undefined && (
-                            <div className="tooltip-row"><strong>OCR:</strong> {bm.ocr_avg.toFixed(1)} (Benchmark)</div>
+                            <div className="tooltip-row"><strong>OCR:</strong> {bm.ocr_avg.toFixed(1)} (olmOCR-bench)</div>
                           )}
                         </div>
                       </div>