From 7bf8fe22163e5dadce365169e2df6b91233de9c4 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, 15 Jul 2026 06:56:48 -0400 Subject: [PATCH] chore(model-profiles): refresh model profile data (#38856) 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`. ๐Ÿค– Generated by the [`refresh_model_profiles` workflow](https://github.com/langchain-ai/langchain/blob/master/.github/workflows/refresh_model_profiles.yml). ## Summary of changes **2 added ยท 4 removed ยท 5 changed** across 1 provider(s). ### openrouter **โž• 2 added** - `kwaipilot/kat-coder-air-v2.5` โ€” 256,000 ctx, 80,000 out, tools - `kwaipilot/kat-coder-pro-v2.5` โ€” 256,000 ctx, 80,000 out, tools **โž– 4 removed** - `liquid/lfm-2.5-1.2b-instruct:free` - `liquid/lfm-2.5-1.2b-thinking:free` - `openai/gpt-oss-120b:free` - `sao10k/l3.1-70b-hanami-x1` **โœ๏ธ 5 changed** - `deepseek/deepseek-v4-flash`: max output tokens 384,000 โ†’ 65,536 - `google/gemma-4-31b-it`: max output tokens 262,144 โ†’ 8,192 - `google/gemma-4-31b-it:free`: max output tokens 8,192 โ†’ 32,768 - `qwen/qwen3.6-27b`: max output tokens 262,140 โ†’ 131,072 - `z-ai/glm-5.2`: max output tokens 131,072 โ†’ 128,000 Co-authored-by: mdrxy <61371264+mdrxy@users.noreply.github.com> --- .../langchain_openrouter/data/_profiles.py | 112 ++++++------------ 1 file changed, 34 insertions(+), 78 deletions(-) diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py index eb03e80b5d6..c92b9754149 100644 --- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py +++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py @@ -1203,7 +1203,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2026-04-24", "open_weights": True, "max_input_tokens": 1048576, - "max_output_tokens": 384000, + "max_output_tokens": 65536, "text_inputs": True, "image_inputs": False, "audio_inputs": False, @@ -1786,7 +1786,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2026-04-02", "open_weights": True, "max_input_tokens": 262144, - "max_output_tokens": 262144, + "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": False, @@ -1808,7 +1808,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2026-04-02", "open_weights": True, "max_input_tokens": 262144, - "max_output_tokens": 8192, + "max_output_tokens": 32768, "text_inputs": True, "image_inputs": True, "audio_inputs": False, @@ -2066,6 +2066,28 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "kwaipilot/kat-coder-air-v2.5": { + "name": "KAT-Coder-Air V2.5", + "release_date": "2026-07-10", + "last_updated": "2026-07-10", + "open_weights": False, + "max_input_tokens": 256000, + "max_output_tokens": 80000, + "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, + "tool_call_streaming": True, + }, "kwaipilot/kat-coder-pro-v2": { "name": "KAT-Coder-Pro V2", "release_date": "2026-03-27", @@ -2088,13 +2110,13 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, - "liquid/lfm-2.5-1.2b-instruct:free": { - "name": "LFM2.5-1.2B-Instruct (free)", - "release_date": "2026-01-20", - "last_updated": "2026-01-20", - "open_weights": True, - "max_input_tokens": 32768, - "max_output_tokens": 32768, + "kwaipilot/kat-coder-pro-v2.5": { + "name": "KAT-Coder-Pro V2.5", + "release_date": "2026-07-10", + "last_updated": "2026-07-10", + "open_weights": False, + "max_input_tokens": 256000, + "max_output_tokens": 80000, "text_inputs": True, "image_inputs": False, "audio_inputs": False, @@ -2104,28 +2126,6 @@ _PROFILES: dict[str, dict[str, Any]] = { "audio_outputs": False, "video_outputs": False, "reasoning_output": False, - "tool_calling": False, - "structured_output": True, - "attachment": False, - "temperature": True, - "tool_call_streaming": True, - }, - "liquid/lfm-2.5-1.2b-thinking:free": { - "name": "LFM2.5-1.2B-Thinking (free)", - "release_date": "2026-01-20", - "last_updated": "2026-01-20", - "open_weights": True, - "max_input_tokens": 32768, - "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": True, "attachment": False, @@ -4843,28 +4843,6 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, - "openai/gpt-oss-120b:free": { - "name": "gpt-oss-120b (free)", - "release_date": "2025-08-05", - "last_updated": "2025-08-05", - "open_weights": True, - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "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, - }, "openai/gpt-oss-20b": { "name": "GPT OSS 20B", "release_date": "2025-08-05", @@ -6422,7 +6400,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2026-04-22", "open_weights": True, "max_input_tokens": 262144, - "max_output_tokens": 262140, + "max_output_tokens": 131072, "text_inputs": True, "image_inputs": True, "audio_inputs": False, @@ -6702,28 +6680,6 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, - "sao10k/l3.1-70b-hanami-x1": { - "name": "Llama 3.1 70B Hanami x1", - "release_date": "2025-01-08", - "last_updated": "2025-01-08", - "open_weights": True, - "max_input_tokens": 16000, - "max_output_tokens": 16000, - "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": True, - "attachment": False, - "temperature": True, - "tool_call_streaming": True, - }, "sao10k/l3.1-euryale-70b": { "name": "Llama 3.1 Euryale 70B v2.2", "release_date": "2024-08-28", @@ -7439,7 +7395,7 @@ _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": 128000, "text_inputs": True, "image_inputs": False, "audio_inputs": False,