diff --git a/libs/partners/anthropic/langchain_anthropic/data/_profiles.py b/libs/partners/anthropic/langchain_anthropic/data/_profiles.py
index 48509532bc7..f18d575d583 100644
--- a/libs/partners/anthropic/langchain_anthropic/data/_profiles.py
+++ b/libs/partners/anthropic/langchain_anthropic/data/_profiles.py
@@ -21,6 +21,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 32000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -28,7 +29,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -38,6 +38,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 8192,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -45,7 +46,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -55,6 +55,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 32000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -62,7 +63,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": True,
@@ -72,6 +72,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -79,7 +80,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -89,6 +89,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 8192,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -96,7 +97,23 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
+        "pdf_tool_message": True,
+        "image_tool_message": True,
+        "structured_output": False,
+    },
+    "claude-opus-4-6": {
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "image_inputs": True,
+        "audio_inputs": False,
         "pdf_inputs": True,
+        "video_inputs": False,
+        "image_outputs": False,
+        "audio_outputs": False,
+        "video_outputs": False,
+        "reasoning_output": True,
+        "tool_calling": True,
+        "image_url_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -106,6 +123,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 8192,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -113,7 +131,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -123,6 +140,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -130,7 +148,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -140,6 +157,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 4096,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -147,7 +165,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -157,6 +174,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -164,17 +182,16 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
-        "reasoning_effort_control": True,
     },
     "claude-sonnet-4-5": {
         "max_input_tokens": 200000,
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -182,7 +199,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": True,
@@ -192,6 +208,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -199,7 +216,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -209,6 +225,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -216,7 +233,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -226,6 +242,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 32000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -233,7 +250,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -243,6 +259,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 8192,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -250,7 +267,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -260,6 +276,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 4096,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -267,7 +284,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -277,6 +293,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -284,7 +301,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -294,6 +310,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -301,7 +318,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -311,6 +327,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -318,7 +335,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -328,6 +344,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 32000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -335,7 +352,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -345,6 +361,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 4096,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -352,7 +369,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": False,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,
@@ -362,6 +378,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "max_output_tokens": 64000,
         "image_inputs": True,
         "audio_inputs": False,
+        "pdf_inputs": True,
         "video_inputs": False,
         "image_outputs": False,
         "audio_outputs": False,
@@ -369,7 +386,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
         "reasoning_output": True,
         "tool_calling": True,
         "image_url_inputs": True,
-        "pdf_inputs": True,
         "pdf_tool_message": True,
         "image_tool_message": True,
         "structured_output": False,