diff --git a/libs/partners/fireworks/langchain_fireworks/data/_profiles.py b/libs/partners/fireworks/langchain_fireworks/data/_profiles.py
index 271a5e9ef75..8a910ae1247 100644
--- a/libs/partners/fireworks/langchain_fireworks/data/_profiles.py
+++ b/libs/partners/fireworks/langchain_fireworks/data/_profiles.py
@@ -276,4 +276,24 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
+    "accounts/fireworks/routers/kimi-k2p5-turbo": {
+        "name": "Kimi K2.5 Turbo",
+        "release_date": "2026-01-27",
+        "last_updated": "2026-01-27",
+        "open_weights": True,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "text_inputs": True,
+        "image_inputs": True,
+        "audio_inputs": False,
+        "video_inputs": False,
+        "text_outputs": True,
+        "image_outputs": False,
+        "audio_outputs": False,
+        "video_outputs": False,
+        "reasoning_output": True,
+        "tool_calling": True,
+        "attachment": False,
+        "temperature": True,
+    },
 }
diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
index e49ef5ac6b0..f1fc7636dc3 100644
--- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
+++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
@@ -16,26 +16,6 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
 from typing import Any
 
 _PROFILES: dict[str, dict[str, Any]] = {
-    "allenai/molmo-2-8b:free": {
-        "name": "Molmo2 8B (free)",
-        "release_date": "2026-01-09",
-        "last_updated": "2026-01-31",
-        "open_weights": True,
-        "max_input_tokens": 36864,
-        "max_output_tokens": 36864,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "video_inputs": True,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": False,
-        "attachment": False,
-        "temperature": True,
-    },
     "anthropic/claude-3.5-haiku": {
         "name": "Claude Haiku 3.5",
         "release_date": "2024-10-22",
@@ -414,46 +394,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "cognitivecomputations/dolphin3.0-mistral-24b": {
-        "name": "Dolphin3.0 Mistral 24B",
-        "release_date": "2025-02-13",
-        "last_updated": "2025-02-13",
-        "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "cognitivecomputations/dolphin3.0-r1-mistral-24b": {
-        "name": "Dolphin3.0 R1 Mistral 24B",
-        "release_date": "2025-02-13",
-        "last_updated": "2025-02-13",
-        "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "deepseek/deepseek-chat-v3-0324": {
         "name": "DeepSeek V3 0324",
         "release_date": "2025-03-24",
@@ -496,47 +436,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "deepseek/deepseek-r1-0528-qwen3-8b:free": {
-        "name": "Deepseek R1 0528 Qwen3 8B (free)",
-        "release_date": "2025-05-29",
-        "last_updated": "2025-05-29",
-        "open_weights": True,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 131072,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "deepseek/deepseek-r1-0528:free": {
-        "name": "R1 0528 (free)",
-        "release_date": "2025-05-28",
-        "last_updated": "2025-05-28",
-        "open_weights": True,
-        "max_input_tokens": 163840,
-        "max_output_tokens": 163840,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": False,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "deepseek/deepseek-r1-distill-llama-70b": {
         "name": "DeepSeek R1 Distill Llama 70B",
         "release_date": "2025-01-23",
@@ -558,66 +457,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "deepseek/deepseek-r1-distill-qwen-14b": {
-        "name": "DeepSeek R1 Distill Qwen 14B",
-        "release_date": "2025-01-29",
-        "last_updated": "2025-01-29",
-        "open_weights": True,
-        "max_input_tokens": 64000,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": False,
-        "attachment": False,
-        "temperature": True,
-    },
-    "deepseek/deepseek-r1:free": {
-        "name": "R1 (free)",
-        "release_date": "2025-01-20",
-        "last_updated": "2025-01-20",
-        "open_weights": True,
-        "max_input_tokens": 163840,
-        "max_output_tokens": 163840,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "deepseek/deepseek-v3-base:free": {
-        "name": "DeepSeek V3 Base (free)",
-        "release_date": "2025-03-29",
-        "last_updated": "2025-03-29",
-        "open_weights": True,
-        "max_input_tokens": 163840,
-        "max_output_tokens": 163840,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": False,
-        "attachment": False,
-        "temperature": True,
-    },
     "deepseek/deepseek-v3.1-terminus": {
         "name": "DeepSeek V3.1 Terminus",
         "release_date": "2025-09-22",
@@ -702,26 +541,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "featherless/qwerky-72b": {
-        "name": "Qwerky 72B",
-        "release_date": "2025-03-20",
-        "last_updated": "2025-03-20",
-        "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": False,
-        "attachment": False,
-        "temperature": True,
-    },
     "google/gemini-2.0-flash-001": {
         "name": "Gemini 2.0 Flash",
         "release_date": "2024-12-11",
@@ -744,26 +563,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "google/gemini-2.0-flash-exp:free": {
-        "name": "Gemini 2.0 Flash Experimental (free)",
-        "release_date": "2024-12-11",
-        "last_updated": "2024-12-11",
-        "open_weights": False,
-        "max_input_tokens": 1048576,
-        "max_output_tokens": 1048576,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": True,
-        "temperature": True,
-    },
     "google/gemini-2.5-flash": {
         "name": "Gemini 2.5 Flash",
         "release_date": "2025-07-17",
@@ -1293,27 +1092,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "kwaipilot/kat-coder-pro:free": {
-        "name": "Kat Coder Pro (free)",
-        "release_date": "2025-11-10",
-        "last_updated": "2025-11-10",
-        "open_weights": False,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 65536,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "liquid/lfm-2.5-1.2b-instruct:free": {
         "name": "LFM2.5-1.2B-Instruct (free)",
         "release_date": "2026-01-20",
@@ -1354,27 +1132,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "meta-llama/llama-3.1-405b-instruct:free": {
-        "name": "Llama 3.1 405B Instruct (free)",
-        "release_date": "2024-07-23",
-        "last_updated": "2025-04-05",
-        "open_weights": True,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 131072,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": False,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
     "meta-llama/llama-3.2-11b-vision-instruct": {
         "name": "Llama 3.2 11B Vision Instruct",
         "release_date": "2024-09-25",
@@ -1436,47 +1193,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "meta-llama/llama-4-scout:free": {
-        "name": "Llama 4 Scout (free)",
-        "release_date": "2025-04-05",
-        "last_updated": "2025-04-05",
-        "open_weights": True,
-        "max_input_tokens": 64000,
-        "max_output_tokens": 64000,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "microsoft/mai-ds-r1:free": {
-        "name": "MAI DS R1 (free)",
-        "release_date": "2025-04-21",
-        "last_updated": "2025-04-21",
-        "open_weights": True,
-        "max_input_tokens": 163840,
-        "max_output_tokens": 163840,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "minimax/minimax-01": {
         "name": "MiniMax-01",
         "release_date": "2025-01-15",
@@ -1642,26 +1358,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "mistralai/devstral-2512:free": {
-        "name": "Devstral 2 2512 (free)",
-        "release_date": "2025-09-12",
-        "last_updated": "2025-09-12",
-        "open_weights": True,
-        "max_input_tokens": 262144,
-        "max_output_tokens": 262144,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "mistralai/devstral-medium-2507": {
         "name": "Devstral Medium",
         "release_date": "2025-07-10",
@@ -1703,26 +1399,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "mistralai/devstral-small-2505:free": {
-        "name": "Devstral Small 2505 (free)",
-        "release_date": "2025-05-21",
-        "last_updated": "2025-05-21",
-        "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "mistralai/devstral-small-2507": {
         "name": "Devstral Small 1.1",
         "release_date": "2025-07-10",
@@ -1744,26 +1420,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "mistralai/mistral-7b-instruct:free": {
-        "name": "Mistral 7B Instruct (free)",
-        "release_date": "2024-05-27",
-        "last_updated": "2024-05-27",
-        "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "mistralai/mistral-medium-3": {
         "name": "Mistral Medium 3",
         "release_date": "2025-05-07",
@@ -1806,27 +1462,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "mistralai/mistral-nemo:free": {
-        "name": "Mistral Nemo (free)",
-        "release_date": "2024-07-19",
-        "last_updated": "2024-07-19",
-        "open_weights": True,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 131072,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "mistralai/mistral-small-3.1-24b-instruct": {
         "name": "Mistral Small 3.1 24B Instruct",
         "release_date": "2025-03-17",
@@ -1869,47 +1504,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "mistralai/mistral-small-3.2-24b-instruct:free": {
-        "name": "Mistral Small 3.2 24B (free)",
-        "release_date": "2025-06-20",
-        "last_updated": "2025-06-20",
-        "open_weights": True,
-        "max_input_tokens": 96000,
-        "max_output_tokens": 96000,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "moonshotai/kimi-dev-72b:free": {
-        "name": "Kimi Dev 72b (free)",
-        "release_date": "2025-06-16",
-        "last_updated": "2025-06-16",
-        "open_weights": True,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 131072,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "moonshotai/kimi-k2": {
         "name": "Kimi K2",
         "release_date": "2025-07-11",
@@ -2034,26 +1628,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "nousresearch/deephermes-3-llama-3-8b-preview": {
-        "name": "DeepHermes 3 Llama 3 8B Preview",
-        "release_date": "2025-02-28",
-        "last_updated": "2025-02-28",
-        "open_weights": True,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "nousresearch/hermes-3-llama-3.1-405b:free": {
         "name": "Hermes 3 405B Instruct (free)",
         "release_date": "2024-08-16",
@@ -2136,6 +1710,46 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
+    "nvidia/nemotron-3-super-120b-a12b": {
+        "name": "Nemotron 3 Super",
+        "release_date": "2026-03-11",
+        "last_updated": "2026-03-11",
+        "open_weights": True,
+        "max_input_tokens": 262144,
+        "max_output_tokens": 262144,
+        "text_inputs": True,
+        "image_inputs": False,
+        "audio_inputs": False,
+        "video_inputs": False,
+        "text_outputs": True,
+        "image_outputs": False,
+        "audio_outputs": False,
+        "video_outputs": False,
+        "reasoning_output": True,
+        "tool_calling": True,
+        "attachment": False,
+        "temperature": True,
+    },
+    "nvidia/nemotron-3-super-120b-a12b-free": {
+        "name": "Nemotron 3 Super (free)",
+        "release_date": "2026-03-11",
+        "last_updated": "2026-03-11",
+        "open_weights": True,
+        "max_input_tokens": 262144,
+        "max_output_tokens": 262144,
+        "text_inputs": True,
+        "image_inputs": False,
+        "audio_inputs": False,
+        "video_inputs": False,
+        "text_outputs": True,
+        "image_outputs": False,
+        "audio_outputs": False,
+        "video_outputs": False,
+        "reasoning_output": True,
+        "tool_calling": True,
+        "attachment": False,
+        "temperature": True,
+    },
     "nvidia/nemotron-nano-12b-v2-vl:free": {
         "name": "Nemotron Nano 12B 2 VL (free)",
         "release_date": "2025-10-28",
@@ -2851,27 +2465,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "openrouter/aurora-alpha": {
-        "name": "Aurora Alpha",
-        "release_date": "2026-02-09",
-        "last_updated": "2026-02-09",
-        "open_weights": False,
-        "max_input_tokens": 128000,
-        "max_output_tokens": 50000,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
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-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "openrouter/free": {
         "name": "Free Models Router",
         "release_date": "2026-02-01",
@@ -2893,90 +2486,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "openrouter/healer-alpha": {
-        "name": "Healer Alpha",
-        "release_date": "2026-03-11",
-        "last_updated": "2026-03-11",
-        "open_weights": False,
-        "max_input_tokens": 262144,
-        "max_output_tokens": 64000,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": True,
-        "pdf_inputs": True,
-        "video_inputs": False,
-        "text_outputs": True,
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-        "reasoning_output": True,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "openrouter/hunter-alpha": {
-        "name": "Hunter Alpha",
-        "release_date": "2026-03-11",
-        "last_updated": "2026-03-11",
-        "open_weights": False,
-        "max_input_tokens": 1048576,
-        "max_output_tokens": 64000,
-        "text_inputs": True,
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-        "audio_inputs": False,
-        "pdf_inputs": True,
-        "video_inputs": False,
-        "text_outputs": True,
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-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": True,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "openrouter/sherlock-dash-alpha": {
-        "name": "Sherlock Dash Alpha",
-        "release_date": "2025-11-15",
-        "last_updated": "2025-12-14",
-        "open_weights": False,
-        "max_input_tokens": 1840000,
-        "max_output_tokens": 0,
-        "text_inputs": True,
-        "image_inputs": True,
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-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "openrouter/sherlock-think-alpha": {
-        "name": "Sherlock Think Alpha",
-        "release_date": "2025-11-15",
-        "last_updated": "2025-12-14",
-        "open_weights": False,
-        "max_input_tokens": 1840000,
-        "max_output_tokens": 0,
-        "text_inputs": True,
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-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": True,
-        "temperature": True,
-    },
     "prime-intellect/intellect-3": {
         "name": "Intellect 3",
         "release_date": "2025-01-15",
@@ -3019,47 +2528,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "qwen/qwen-2.5-vl-7b-instruct:free": {
-        "name": "Qwen2.5-VL 7B Instruct (free)",
-        "release_date": "2024-08-28",
-        "last_updated": "2024-08-28",
-        "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "qwen/qwen2.5-vl-32b-instruct:free": {
-        "name": "Qwen2.5 VL 32B Instruct (free)",
-        "release_date": "2025-03-24",
-        "last_updated": "2025-03-24",
-        "open_weights": True,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
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-        "audio_inputs": False,
-        "video_inputs": True,
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-        "reasoning_output": False,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
     "qwen/qwen2.5-vl-72b-instruct": {
         "name": "Qwen2.5 VL 72B Instruct",
         "release_date": "2025-02-01",
@@ -3081,47 +2549,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "qwen/qwen2.5-vl-72b-instruct:free": {
-        "name": "Qwen2.5 VL 72B Instruct (free)",
-        "release_date": "2025-02-01",
-        "last_updated": "2025-02-01",
-        "open_weights": True,
-        "max_input_tokens": 32768,
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-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "qwen/qwen3-14b:free": {
-        "name": "Qwen3 14B (free)",
-        "release_date": "2025-04-28",
-        "last_updated": "2025-04-28",
-        "open_weights": True,
-        "max_input_tokens": 40960,
-        "max_output_tokens": 40960,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
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-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "qwen/qwen3-235b-a22b-07-25": {
         "name": "Qwen3 235B A22B Instruct 2507",
         "release_date": "2025-04-28",
@@ -3143,26 +2570,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "qwen/qwen3-235b-a22b-07-25:free": {
-        "name": "Qwen3 235B A22B Instruct 2507 (free)",
-        "release_date": "2025-04-28",
-        "last_updated": "2025-07-21",
-        "open_weights": True,
-        "max_input_tokens": 262144,
-        "max_output_tokens": 131072,
-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
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-        "reasoning_output": False,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "qwen/qwen3-235b-a22b-thinking-2507": {
         "name": "Qwen3 235B A22B Thinking 2507",
         "release_date": "2025-07-25",
@@ -3184,27 +2591,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "qwen/qwen3-235b-a22b:free": {
-        "name": "Qwen3 235B A22B (free)",
-        "release_date": "2025-04-28",
-        "last_updated": "2025-04-28",
-        "open_weights": True,
-        "max_input_tokens": 131072,
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-        "text_inputs": True,
-        "image_inputs": False,
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-        "video_inputs": False,
-        "text_outputs": True,
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-        "reasoning_output": True,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "qwen/qwen3-30b-a3b-instruct-2507": {
         "name": "Qwen3 30B A3B Instruct 2507",
         "release_date": "2025-07-29",
@@ -3247,48 +2633,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "qwen/qwen3-30b-a3b:free": {
-        "name": "Qwen3 30B A3B (free)",
-        "release_date": "2025-04-28",
-        "last_updated": "2025-04-28",
-        "open_weights": True,
-        "max_input_tokens": 40960,
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-        "text_inputs": True,
-        "image_inputs": False,
-        "audio_inputs": False,
-        "video_inputs": False,
-        "text_outputs": True,
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-        "reasoning_output": True,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "qwen/qwen3-32b:free": {
-        "name": "Qwen3 32B (free)",
-        "release_date": "2025-04-28",
-        "last_updated": "2025-04-28",
-        "open_weights": True,
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-        "text_inputs": True,
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-        "attachment": False,
-        "temperature": True,
-    },
     "qwen/qwen3-4b:free": {
         "name": "Qwen3 4B (free)",
         "release_date": "2025-04-30",
@@ -3310,27 +2654,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "qwen/qwen3-8b:free": {
-        "name": "Qwen3 8B (free)",
-        "release_date": "2025-04-28",
-        "last_updated": "2025-04-28",
-        "open_weights": True,
-        "max_input_tokens": 40960,
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-        "text_inputs": True,
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-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "qwen/qwen3-coder": {
         "name": "Qwen3 Coder",
         "release_date": "2025-07-23",
@@ -3560,67 +2883,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "qwen/qwq-32b:free": {
-        "name": "QwQ 32B (free)",
-        "release_date": "2025-03-05",
-        "last_updated": "2025-03-05",
-        "open_weights": True,
-        "max_input_tokens": 32768,
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-        "text_inputs": True,
-        "image_inputs": False,
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-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "rekaai/reka-flash-3": {
-        "name": "Reka Flash 3",
-        "release_date": "2025-03-12",
-        "last_updated": "2025-03-12",
-        "open_weights": True,
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-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
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-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "sarvamai/sarvam-m:free": {
-        "name": "Sarvam-M (free)",
-        "release_date": "2025-05-25",
-        "last_updated": "2025-05-25",
-        "open_weights": True,
-        "max_input_tokens": 32768,
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     "sourceful/riverflow-v2-fast-preview": {
         "name": "Riverflow V2 Fast Preview",
         "release_date": "2025-12-08",
@@ -3721,68 +2983,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "thudm/glm-z1-32b:free": {
-        "name": "GLM Z1 32B (free)",
-        "release_date": "2025-04-17",
-        "last_updated": "2025-04-17",
-        "open_weights": True,
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-        "reasoning_output": True,
-        "tool_calling": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "tngtech/deepseek-r1t2-chimera:free": {
-        "name": "DeepSeek R1T2 Chimera (free)",
-        "release_date": "2025-07-08",
-        "last_updated": "2025-07-08",
-        "open_weights": True,
-        "max_input_tokens": 163840,
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-        "attachment": False,
-        "temperature": True,
-    },
-    "tngtech/tng-r1t-chimera:free": {
-        "name": "R1T Chimera (free)",
-        "release_date": "2025-11-26",
-        "last_updated": "2026-01-31",
-        "open_weights": True,
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     "x-ai/grok-3": {
         "name": "Grok 3",
         "release_date": "2025-02-17",