From de484a5eff6031d087bf32c5153376fcef7e93e8 Mon Sep 17 00:00:00 2001
From: "langchain-oss-model-profiles[bot]"
<262694797+langchain-oss-model-profiles[bot]@users.noreply.github.com>
Date: Wed, 30 Sep 2026 10:10:11 -0400
Subject: [PATCH] chore(model-profiles): refresh model profile data (#40924)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Automated refresh of model profile data for all in-monorepo partner
integrations via `langchain-profiles refresh`.
๐ค Generated by the [`refresh_model_profiles`
workflow](https://github.com/langchain-ai/langchain/blob/master/.github/workflows/refresh_model_profiles.yml).
## Summary of changes
**3 added ยท 0 removed ยท 12 changed** across 2 provider(s).
openai
**โ 1 added**
- `gpt-6.1-sol` โ 1,050,000 ctx, 128,000 out, text+image+pdf in,
reasoning, tools
openrouter
**โ 2 added**
- `openai/gpt-6.1-sol` โ 1,050,000 ctx, 128,000 out, text+image+pdf in,
reasoning, tools
- `openai/gpt-6.1-sol-pro` โ 1,050,000 ctx, 128,000 out, text+image+pdf
in, reasoning, tools
**โ๏ธ 12 changed**
- `deepseek/deepseek-v4-flash-0731`: max input tokens 1,310,720 โ
1,048,576
- `deepseek/deepseek-v4-pro-0813`: max output tokens 943,718 โ 393,216
- `meta/muse-glimmer-30b`: max output tokens 16,384 โ 117,964
- `nvidia/nemotron-3.5-lightning`: max input tokens 1,000,000 โ 262,144
- `openai/gpt-oss-120b`: max output tokens 65,536 โ 117,964
- `qwen/qwen3.5-122b-a10b`: max output tokens 235,929 โ 65,536
- `qwen/qwen3.8-27b`: max output tokens 235,929 โ 131,072
- `z-ai/glm-5.3`: max input tokens 1,310,720 โ 1,048,576
- `z-ai/glm-5.3-flash`: max input tokens 1,310,720 โ 1,048,576
- `~deepseek/deepseek-v4-flash-latest`: max input tokens 1,310,720 โ
1,048,576
- `~z-ai/glm-flash-latest`: max input tokens 1,310,720 โ 1,048,576
- `~z-ai/glm-latest`: max input tokens 1,310,720 โ 1,048,576
Co-authored-by: mdrxy <61371264+mdrxy@users.noreply.github.com>
---
.../openai/langchain_openai/data/_profiles.py | 27 +++++++
.../langchain_openrouter/data/_profiles.py | 70 +++++++++++++++----
2 files changed, 85 insertions(+), 12 deletions(-)
diff --git a/libs/partners/openai/langchain_openai/data/_profiles.py b/libs/partners/openai/langchain_openai/data/_profiles.py
index 23c04d1aa2..c14effd36d 100644
--- a/libs/partners/openai/langchain_openai/data/_profiles.py
+++ b/libs/partners/openai/langchain_openai/data/_profiles.py
@@ -1276,6 +1276,33 @@ _PROFILES: dict[str, dict[str, Any]] = {
],
"reasoning_effort_default": "medium",
},
+ "gpt-6.1-sol": {
+ "name": "GPT-6.1 Sol",
+ "release_date": "2026-09-29",
+ "last_updated": "2026-09-29",
+ "open_weights": False,
+ "max_input_tokens": 1050000,
+ "max_output_tokens": 128000,
+ "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,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": True,
+ "temperature": False,
+ "image_url_inputs": True,
+ "pdf_tool_message": True,
+ "image_tool_message": True,
+ "tool_choice": True,
+ "tool_call_streaming": True,
+ },
"gpt-daybreak-blue-latest": {
"name": "Daybreak Blue",
"release_date": "2026-08-07",
diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
index 80b733bc43..333676c8b3 100644
--- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
+++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
@@ -1181,7 +1181,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-07-31",
"last_updated": "2026-07-31",
"open_weights": True,
- "max_input_tokens": 1310720,
+ "max_input_tokens": 1048576,
"max_output_tokens": 943718,
"text_inputs": True,
"image_inputs": False,
@@ -1248,7 +1248,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"last_updated": "2026-08-22",
"open_weights": True,
"max_input_tokens": 1048576,
- "max_output_tokens": 943718,
+ "max_output_tokens": 393216,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -2516,7 +2516,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"last_updated": "2026-08-10",
"open_weights": True,
"max_input_tokens": 131072,
- "max_output_tokens": 16384,
+ "max_output_tokens": 117964,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -3785,7 +3785,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-08-11",
"last_updated": "2026-08-11",
"open_weights": True,
- "max_input_tokens": 1000000,
+ "max_input_tokens": 262144,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": False,
@@ -4941,6 +4941,52 @@ _PROFILES: dict[str, dict[str, Any]] = {
"temperature": False,
"tool_call_streaming": True,
},
+ "openai/gpt-6.1-sol": {
+ "name": "GPT-6.1 Sol",
+ "release_date": "2026-09-29",
+ "last_updated": "2026-09-29",
+ "open_weights": False,
+ "max_input_tokens": 1050000,
+ "max_output_tokens": 128000,
+ "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,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": True,
+ "temperature": False,
+ "tool_call_streaming": True,
+ },
+ "openai/gpt-6.1-sol-pro": {
+ "name": "GPT-6.1 Sol Pro",
+ "release_date": "2026-09-29",
+ "last_updated": "2026-09-29",
+ "open_weights": False,
+ "max_input_tokens": 1050000,
+ "max_output_tokens": 128000,
+ "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,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": True,
+ "temperature": False,
+ "tool_call_streaming": True,
+ },
"openai/gpt-audio": {
"name": "GPT Audio",
"release_date": "2026-01-19",
@@ -5014,7 +5060,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"last_updated": "2025-08-05",
"open_weights": True,
"max_input_tokens": 131072,
- "max_output_tokens": 65536,
+ "max_output_tokens": 117964,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -6321,7 +6367,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"last_updated": "2026-02-23",
"open_weights": True,
"max_input_tokens": 262144,
- "max_output_tokens": 235929,
+ "max_output_tokens": 65536,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -6695,7 +6741,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"last_updated": "2026-08-14",
"open_weights": True,
"max_input_tokens": 1000000,
- "max_output_tokens": 235929,
+ "max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -8090,7 +8136,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-08-14",
"last_updated": "2026-08-14",
"open_weights": True,
- "max_input_tokens": 1310720,
+ "max_input_tokens": 1048576,
"max_output_tokens": 943717,
"text_inputs": True,
"image_inputs": False,
@@ -8112,7 +8158,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-08-26",
"last_updated": "2026-08-26",
"open_weights": True,
- "max_input_tokens": 1310720,
+ "max_input_tokens": 1048576,
"max_output_tokens": 943717,
"text_inputs": True,
"image_inputs": True,
@@ -8336,7 +8382,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-08-01",
"last_updated": "2026-08-01",
"open_weights": False,
- "max_input_tokens": 1310720,
+ "max_input_tokens": 1048576,
"max_output_tokens": 943718,
"text_inputs": True,
"image_inputs": False,
@@ -8564,7 +8610,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-08-27",
"last_updated": "2026-08-27",
"open_weights": False,
- "max_input_tokens": 1310720,
+ "max_input_tokens": 1048576,
"max_output_tokens": 943718,
"text_inputs": True,
"image_inputs": True,
@@ -8586,7 +8632,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2026-08-19",
"last_updated": "2026-08-19",
"open_weights": False,
- "max_input_tokens": 1310720,
+ "max_input_tokens": 1048576,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,