diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
index 42faa070971..5b1f81fa8bf 100644
--- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
+++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
@@ -843,7 +843,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": False,
         "tool_calling": False,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": False,
         "temperature": True,
     },
@@ -1221,7 +1221,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": True,
         "tool_calling": True,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": False,
         "temperature": True,
     },
@@ -1377,7 +1377,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "release_date": "2026-04-24",
         "last_updated": "2026-04-24",
         "open_weights": True,
-        "max_input_tokens": 1048576,
+        "max_input_tokens": 1048575,
         "max_output_tokens": 131072,
         "text_inputs": True,
         "image_inputs": False,
@@ -2162,8 +2162,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "inclusionai/ring-2.6-1t:free": {
-        "name": "Ring-2.6-1T (free)",
+    "inclusionai/ring-2.6-1t": {
+        "name": "Ring-2.6-1T",
         "release_date": "2026-05-08",
         "last_updated": "2026-05-08",
         "open_weights": False,
@@ -2179,7 +2179,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": True,
         "tool_calling": True,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": False,
         "temperature": True,
     },
@@ -2347,7 +2347,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": False,
         "tool_calling": False,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": False,
         "temperature": True,
     },
@@ -2368,7 +2368,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": False,
         "tool_calling": False,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": False,
         "temperature": True,
     },
@@ -2683,7 +2683,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": False,
         "tool_calling": False,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": False,
         "temperature": True,
     },
@@ -6966,156 +6966,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "x-ai/grok-3": {
-        "name": "Grok 3",
-        "release_date": "2025-06-10",
-        "last_updated": "2025-06-10",
-        "open_weights": False,
-        "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": False,
-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "x-ai/grok-3-beta": {
-        "name": "Grok 3 Beta",
-        "release_date": "2025-04-09",
-        "last_updated": "2025-04-09",
-        "open_weights": False,
-        "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,
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-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "x-ai/grok-3-mini": {
-        "name": "Grok 3 Mini",
-        "release_date": "2025-06-10",
-        "last_updated": "2025-06-10",
-        "open_weights": False,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 8192,
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-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "x-ai/grok-3-mini-beta": {
-        "name": "Grok 3 Mini Beta",
-        "release_date": "2025-04-09",
-        "last_updated": "2025-04-09",
-        "open_weights": False,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 8192,
-        "text_inputs": True,
-        "image_inputs": False,
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-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
-    "x-ai/grok-4": {
-        "name": "Grok 4",
-        "release_date": "2025-07-09",
-        "last_updated": "2025-07-09",
-        "open_weights": False,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 64000,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "pdf_inputs": True,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
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-        "tool_calling": True,
-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "x-ai/grok-4-fast": {
-        "name": "Grok 4 Fast",
-        "release_date": "2025-09-19",
-        "last_updated": "2025-09-19",
-        "open_weights": False,
-        "max_input_tokens": 2000000,
-        "max_output_tokens": 30000,
-        "text_inputs": True,
-        "image_inputs": True,
-        "audio_inputs": False,
-        "pdf_inputs": True,
-        "video_inputs": False,
-        "text_outputs": True,
-        "image_outputs": False,
-        "audio_outputs": False,
-        "video_outputs": False,
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-        "structured_output": True,
-        "attachment": True,
-        "temperature": True,
-    },
-    "x-ai/grok-4.1-fast": {
-        "name": "Grok 4.1 Fast",
-        "release_date": "2025-11-19",
-        "last_updated": "2025-11-19",
-        "open_weights": False,
-        "max_input_tokens": 2000000,
-        "max_output_tokens": 30000,
-        "text_inputs": True,
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-        "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,
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-        "attachment": True,
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     "x-ai/grok-4.20": {
         "name": "Grok 4.20",
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@@ -7181,27 +7031,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
-    "x-ai/grok-code-fast-1": {
-        "name": "Grok Code Fast 1",
-        "release_date": "2025-08-26",
-        "last_updated": "2025-08-26",
-        "open_weights": False,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 10000,
-        "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,
-        "structured_output": True,
-        "attachment": False,
-        "temperature": True,
-    },
     "xiaomi/mimo-v2-flash": {
         "name": "MiMo-V2-Flash",
         "release_date": "2025-12-14",
@@ -7408,7 +7237,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "video_outputs": False,
         "reasoning_output": True,
         "tool_calling": True,
-        "structured_output": False,
+        "structured_output": True,
         "attachment": True,
         "temperature": True,
     },