diff --git a/libs/partners/anthropic/langchain_anthropic/data/_profiles.py b/libs/partners/anthropic/langchain_anthropic/data/_profiles.py
index 29fd9edd2e5..ad6da1d1321 100644
--- a/libs/partners/anthropic/langchain_anthropic/data/_profiles.py
+++ b/libs/partners/anthropic/langchain_anthropic/data/_profiles.py
@@ -18,6 +18,7 @@ from typing import Any
 _PROFILES: dict[str, dict[str, Any]] = {
     "claude-3-5-haiku-20241022": {
         "name": "Claude Haiku 3.5",
+        "status": "deprecated",
         "release_date": "2024-10-22",
         "last_updated": "2024-10-22",
         "open_weights": False,
@@ -68,6 +69,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "claude-3-5-sonnet-20240620": {
         "name": "Claude Sonnet 3.5",
+        "status": "deprecated",
         "release_date": "2024-06-20",
         "last_updated": "2024-06-20",
         "open_weights": False,
@@ -93,6 +95,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "claude-3-5-sonnet-20241022": {
         "name": "Claude Sonnet 3.5 v2",
+        "status": "deprecated",
         "release_date": "2024-10-22",
         "last_updated": "2024-10-22",
         "open_weights": False,
@@ -118,6 +121,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "claude-3-7-sonnet-20250219": {
         "name": "Claude Sonnet 3.7",
+        "status": "deprecated",
         "release_date": "2025-02-19",
         "last_updated": "2025-02-19",
         "open_weights": False,
@@ -143,6 +147,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "claude-3-haiku-20240307": {
         "name": "Claude Haiku 3",
+        "status": "deprecated",
         "release_date": "2024-03-13",
         "last_updated": "2024-03-13",
         "open_weights": False,
@@ -168,6 +173,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "claude-3-opus-20240229": {
         "name": "Claude Opus 3",
+        "status": "deprecated",
         "release_date": "2024-02-29",
         "last_updated": "2024-02-29",
         "open_weights": False,
@@ -193,6 +199,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "claude-3-sonnet-20240229": {
         "name": "Claude Sonnet 3",
+        "status": "deprecated",
         "release_date": "2024-03-04",
         "last_updated": "2024-03-04",
         "open_weights": False,
diff --git a/libs/partners/fireworks/langchain_fireworks/data/_profiles.py b/libs/partners/fireworks/langchain_fireworks/data/_profiles.py
index efbd7954de1..c872b22509b 100644
--- a/libs/partners/fireworks/langchain_fireworks/data/_profiles.py
+++ b/libs/partners/fireworks/langchain_fireworks/data/_profiles.py
@@ -203,8 +203,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "release_date": "2026-04-04",
         "last_updated": "2026-04-04",
         "open_weights": False,
-        "max_input_tokens": 128000,
-        "max_output_tokens": 8192,
+        "max_input_tokens": 262144,
+        "max_output_tokens": 65536,
         "text_inputs": True,
         "image_inputs": True,
         "audio_inputs": False,
diff --git a/libs/partners/openai/langchain_openai/data/_profiles.py b/libs/partners/openai/langchain_openai/data/_profiles.py
index 397a362d674..537369f0998 100644
--- a/libs/partners/openai/langchain_openai/data/_profiles.py
+++ b/libs/partners/openai/langchain_openai/data/_profiles.py
@@ -1054,6 +1054,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "o1-mini": {
         "name": "o1-mini",
+        "status": "deprecated",
         "release_date": "2024-09-12",
         "last_updated": "2024-09-12",
         "open_weights": False,
@@ -1080,6 +1081,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
     },
     "o1-preview": {
         "name": "o1-preview",
+        "status": "deprecated",
         "release_date": "2024-09-12",
         "last_updated": "2024-09-12",
         "open_weights": False,
diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
index b75f25cbc77..be8356ac693 100644
--- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
+++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
@@ -3666,27 +3666,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
-    "openai/gpt-4-0314": {
-        "name": "GPT-4 (older v0314)",
-        "release_date": "2023-05-28",
-        "last_updated": "2023-05-28",
-        "open_weights": False,
-        "max_input_tokens": 8191,
-        "max_output_tokens": 4096,
-        "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,
-    },
     "openai/gpt-4-1106-preview": {
         "name": "GPT-4 Turbo (older v1106)",
         "release_date": "2023-11-06",
@@ -5010,6 +4989,27 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": True,
         "temperature": True,
     },
+    "openrouter/fusion": {
+        "name": "Fusion",
+        "release_date": "2026-05-12",
+        "last_updated": "2026-05-12",
+        "open_weights": False,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
+        "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": False,
+        "attachment": False,
+        "temperature": False,
+    },
     "openrouter/owl-alpha": {
         "name": "Owl Alpha",
         "status": "alpha",
@@ -6250,6 +6250,27 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "attachment": False,
         "temperature": True,
     },
+    "qwen/qwen3.7-plus": {
+        "name": "Qwen3.7 Plus",
+        "release_date": "2026-06-03",
+        "last_updated": "2026-06-03",
+        "open_weights": False,
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 65536,
+        "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,
+        "structured_output": True,
+        "attachment": True,
+        "temperature": True,
+    },
     "rekaai/reka-edge": {
         "name": "Reka Edge",
         "release_date": "2026-03-20",