diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
index dafabb6fd50..b32f6a52a2e 100644
--- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
+++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
@@ -38,50 +38,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "temperature": True,
         "tool_call_streaming": True,
     },
-    "aion-labs/aion-1.0": {
-        "name": "Aion-1.0",
-        "release_date": "2025-02-04",
-        "last_updated": "2025-02-04",
-        "open_weights": False,
-        "max_input_tokens": 131072,
-        "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": True,
-        "tool_calling": False,
-        "structured_output": False,
-        "attachment": False,
-        "temperature": True,
-        "tool_call_streaming": True,
-    },
-    "aion-labs/aion-1.0-mini": {
-        "name": "Aion-1.0-Mini",
-        "release_date": "2025-02-04",
-        "last_updated": "2025-02-04",
-        "open_weights": True,
-        "max_input_tokens": 131072,
-        "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": True,
-        "tool_calling": False,
-        "structured_output": False,
-        "attachment": False,
-        "temperature": True,
-        "tool_call_streaming": True,
-    },
     "aion-labs/aion-2.0": {
         "name": "Aion-2.0",
         "release_date": "2026-02-23",
@@ -98,7 +54,51 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "audio_outputs": False,
         "video_outputs": False,
         "reasoning_output": True,
-        "tool_calling": False,
+        "tool_calling": True,
+        "structured_output": False,
+        "attachment": False,
+        "temperature": True,
+        "tool_call_streaming": True,
+    },
+    "aion-labs/aion-3.0": {
+        "name": "Aion-3.0",
+        "release_date": "2026-07-07",
+        "last_updated": "2026-07-07",
+        "open_weights": False,
+        "max_input_tokens": 131072,
+        "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": True,
+        "tool_calling": True,
+        "structured_output": False,
+        "attachment": False,
+        "temperature": True,
+        "tool_call_streaming": True,
+    },
+    "aion-labs/aion-3.0-mini": {
+        "name": "Aion-3.0-Mini",
+        "release_date": "2026-07-07",
+        "last_updated": "2026-07-07",
+        "open_weights": False,
+        "max_input_tokens": 131072,
+        "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": True,
+        "tool_calling": True,
         "structured_output": False,
         "attachment": False,
         "temperature": True,
@@ -507,7 +507,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "tool_calling": True,
         "structured_output": True,
         "attachment": True,
-        "temperature": False,
+        "temperature": True,
         "tool_call_streaming": True,
     },
     "anthropic/claude-opus-4.8-fast": {
@@ -3327,7 +3327,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "audio_outputs": False,
         "video_outputs": False,
         "reasoning_output": True,
-        "tool_calling": False,
+        "tool_calling": True,
         "structured_output": False,
         "attachment": True,
         "temperature": True,
@@ -6922,8 +6922,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "release_date": "2024-09-30",
         "last_updated": "2024-09-30",
         "open_weights": True,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
+        "max_input_tokens": 65536,
+        "max_output_tokens": 65536,
         "text_inputs": True,
         "image_inputs": False,
         "audio_inputs": False,
@@ -6934,7 +6934,7 @@ _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,
         "tool_call_streaming": True,
@@ -7410,7 +7410,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "last_updated": "2026-06-13",
         "open_weights": True,
         "max_input_tokens": 1048576,
-        "max_output_tokens": 131072,
+        "max_output_tokens": 32768,
         "text_inputs": True,
         "image_inputs": False,
         "audio_inputs": False,
@@ -7514,7 +7514,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "tool_calling": True,
         "structured_output": True,
         "attachment": True,
-        "temperature": False,
+        "temperature": True,
         "tool_call_streaming": True,
     },
     "~anthropic/claude-sonnet-latest": {