From 877ad8c7bfa3f74377caa6fd33cbc20687e0052f Mon Sep 17 00:00:00 2001 From: "langchain-oss-model-profiles[bot]" <262694797+langchain-oss-model-profiles[bot]@users.noreply.github.com> Date: Tue, 22 Sep 2026 10:22:17 -0400 Subject: [PATCH] chore(model-profiles): refresh model profile data (#40747) 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 **9 added ยท 2 removed ยท 5 changed** across 3 provider(s).
huggingface **โž• 1 added** - `tencent/Hy4-preview` โ€” 1,000,000 ctx, 64,000 out, reasoning, tools
openrouter **โž• 6 added** - `nex-agi/nex-n2.5-mini` โ€” 262,144 ctx, 235,929 out, text+image in, reasoning - `nex-agi/nex-n2.5-pro` โ€” 262,144 ctx, 235,929 out, text+image in, reasoning, tools - `x-ai/grok-4.7` โ€” 500,000 ctx, 450,000 out, text+image+pdf in, reasoning, tools - `xiaomi/mimo-v2.6-flash` โ€” 1,048,576 ctx, 131,072 out, text+image+audio+video in, reasoning, tools - `xiaomi/mimo-v2.6-pro` โ€” 1,048,576 ctx, 131,072 out, text+image+audio+video in, reasoning, tools - `xiaomi/mimo-v2.6-pro-ultraspeed` โ€” 1,048,576 ctx, 131,072 out, text+image+audio+video in, reasoning, tools **โž– 2 removed** - `anthropic/claude-opus-4` - `kwaipilot/kat-coder-pro-v2` **โœ๏ธ 5 changed** - `anthropic/claude-sonnet-4`: max input tokens 1,000,000 โ†’ 200,000 - `deepseek/deepseek-v4-pro-0813`: max output tokens 384,000 โ†’ 943,718 - `meta-llama/llama-3.1-70b-instruct`: max output tokens 8,192 โ†’ 16,384 - `qwen/qwen3-next-80b-a3b-thinking`: max output tokens 32,768 โ†’ 235,929 - `z-ai/glm-5.3-flash`: max output tokens 131,072 โ†’ 943,718
xai **โž• 2 added** - `grok-4.7` โ€” 500,000 ctx, 500,000 out, text+image+pdf in, reasoning, tools - `grok-imagine-image-quality` โ€” 16,000 ctx, text+image+pdf in
Co-authored-by: mdrxy <61371264+mdrxy@users.noreply.github.com> --- .../langchain_huggingface/data/_profiles.py | 22 ++ .../langchain_openrouter/data/_profiles.py | 188 +++++++++++++----- .../xai/langchain_xai/data/_profiles.py | 45 +++++ 3 files changed, 205 insertions(+), 50 deletions(-) diff --git a/libs/partners/huggingface/langchain_huggingface/data/_profiles.py b/libs/partners/huggingface/langchain_huggingface/data/_profiles.py index f9a550e18e..d6089243e0 100644 --- a/libs/partners/huggingface/langchain_huggingface/data/_profiles.py +++ b/libs/partners/huggingface/langchain_huggingface/data/_profiles.py @@ -1381,6 +1381,28 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "tencent/Hy4-preview": { + "name": "Hy4 preview", + "release_date": "2026-08-28", + "last_updated": "2026-08-28", + "open_weights": True, + "max_input_tokens": 1000000, + "max_output_tokens": 64000, + "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, + "temperature": True, + "tool_call_streaming": True, + }, "thinkingmachines/Inkling": { "name": "Inkling", "release_date": "2026-07-15", diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py index 38d6d64b51..c3022e4e6a 100644 --- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py +++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py @@ -328,29 +328,6 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, - "anthropic/claude-opus-4": { - "name": "Claude Opus 4", - "release_date": "2025-05-22", - "last_updated": "2025-05-22", - "open_weights": False, - "max_input_tokens": 200000, - "max_output_tokens": 32000, - "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": False, - "attachment": True, - "temperature": True, - "tool_call_streaming": True, - }, "anthropic/claude-opus-4.1": { "name": "Claude Opus 4.1 (latest)", "release_date": "2025-08-05", @@ -494,7 +471,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "release_date": "2025-05-22", "last_updated": "2025-05-22", "open_weights": False, - "max_input_tokens": 1000000, + "max_input_tokens": 200000, "max_output_tokens": 64000, "text_inputs": True, "image_inputs": True, @@ -1203,7 +1180,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2026-08-22", "open_weights": True, "max_input_tokens": 1048576, - "max_output_tokens": 384000, + "max_output_tokens": 943718, "text_inputs": True, "image_inputs": False, "audio_inputs": False, @@ -2223,28 +2200,6 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, - "kwaipilot/kat-coder-pro-v2": { - "name": "KAT-Coder-Pro V2", - "release_date": "2026-03-27", - "last_updated": "2026-03-27", - "open_weights": False, - "max_input_tokens": 262144, - "max_output_tokens": 144000, - "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-v2.5": { "name": "KAT-Coder-Pro V2.5", "release_date": "2026-07-10", @@ -2339,7 +2294,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2024-07-23", "open_weights": True, "max_input_tokens": 131072, - "max_output_tokens": 8192, + "max_output_tokens": 16384, "text_inputs": True, "image_inputs": False, "audio_inputs": False, @@ -3470,6 +3425,28 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "nex-agi/nex-n2.5-mini": { + "name": "Nex-N2.5-Mini", + "release_date": "2026-09-08", + "last_updated": "2026-09-08", + "open_weights": True, + "max_input_tokens": 262144, + "max_output_tokens": 235929, + "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": False, + "structured_output": True, + "attachment": True, + "temperature": True, + "tool_call_streaming": True, + }, "nex-agi/nex-n2.5-mini:free": { "name": "Nex-N2.5-Mini (free)", "release_date": "2026-09-08", @@ -3492,6 +3469,28 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "nex-agi/nex-n2.5-pro": { + "name": "Nex-N2.5-Pro", + "release_date": "2026-09-08", + "last_updated": "2026-09-08", + "open_weights": True, + "max_input_tokens": 262144, + "max_output_tokens": 235929, + "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, + "tool_call_streaming": True, + }, "nex-agi/nex-n2.5-pro:free": { "name": "Nex-N2.5-Pro (free)", "release_date": "2026-09-08", @@ -6007,7 +6006,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2025-09", "open_weights": True, "max_input_tokens": 262144, - "max_output_tokens": 32768, + "max_output_tokens": 235929, "text_inputs": True, "image_inputs": False, "audio_inputs": False, @@ -7461,6 +7460,29 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "x-ai/grok-4.7": { + "name": "Grok 4.7", + "release_date": "2026-09-21", + "last_updated": "2026-09-21", + "open_weights": False, + "max_input_tokens": 500000, + "max_output_tokens": 450000, + "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": True, + "tool_call_streaming": True, + }, "x-ai/grok-build-0.1": { "name": "Grok Build 0.1", "release_date": "2026-04-16", @@ -7528,6 +7550,72 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "xiaomi/mimo-v2.6-flash": { + "name": "MiMo-V2.6-Flash", + "release_date": "2026-09-22", + "last_updated": "2026-09-22", + "open_weights": False, + "max_input_tokens": 1048576, + "max_output_tokens": 131072, + "text_inputs": True, + "image_inputs": True, + "audio_inputs": True, + "video_inputs": True, + "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, + "tool_call_streaming": True, + }, + "xiaomi/mimo-v2.6-pro": { + "name": "MiMo-V2.6-Pro", + "release_date": "2026-09-22", + "last_updated": "2026-09-22", + "open_weights": False, + "max_input_tokens": 1048576, + "max_output_tokens": 131072, + "text_inputs": True, + "image_inputs": True, + "audio_inputs": True, + "video_inputs": True, + "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, + "tool_call_streaming": True, + }, + "xiaomi/mimo-v2.6-pro-ultraspeed": { + "name": "MiMo-V2.6-Pro-UltraSpeed", + "release_date": "2026-09-21", + "last_updated": "2026-09-21", + "open_weights": False, + "max_input_tokens": 1048576, + "max_output_tokens": 131072, + "text_inputs": True, + "image_inputs": True, + "audio_inputs": True, + "video_inputs": True, + "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, + "tool_call_streaming": True, + }, "z-ai/glm-4.5": { "name": "GLM-4.5", "release_date": "2025-07-28", @@ -7820,7 +7908,7 @@ _PROFILES: dict[str, dict[str, Any]] = { "last_updated": "2026-08-26", "open_weights": True, "max_input_tokens": 1310720, - "max_output_tokens": 131072, + "max_output_tokens": 943718, "text_inputs": True, "image_inputs": True, "audio_inputs": False, diff --git a/libs/partners/xai/langchain_xai/data/_profiles.py b/libs/partners/xai/langchain_xai/data/_profiles.py index ee40449891..e442a29026 100644 --- a/libs/partners/xai/langchain_xai/data/_profiles.py +++ b/libs/partners/xai/langchain_xai/data/_profiles.py @@ -161,6 +161,29 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": True, "tool_call_streaming": True, }, + "grok-4.7": { + "name": "Grok 4.7", + "release_date": "2026-09-21", + "last_updated": "2026-09-21", + "open_weights": False, + "max_input_tokens": 500000, + "max_output_tokens": 500000, + "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": True, + "tool_call_streaming": True, + }, "grok-build-0.1": { "name": "Grok Build 0.1", "release_date": "2026-04-16", @@ -206,6 +229,28 @@ _PROFILES: dict[str, dict[str, Any]] = { "temperature": False, "tool_call_streaming": True, }, + "grok-imagine-image-quality": { + "name": "Grok Imagine Image Quality", + "release_date": "2026-04-03", + "last_updated": "2026-04-03", + "open_weights": False, + "max_input_tokens": 16000, + "max_output_tokens": 0, + "text_inputs": True, + "image_inputs": True, + "audio_inputs": False, + "pdf_inputs": True, + "video_inputs": False, + "text_outputs": False, + "image_outputs": True, + "audio_outputs": False, + "video_outputs": False, + "reasoning_output": False, + "tool_calling": False, + "attachment": True, + "temperature": False, + "tool_call_streaming": True, + }, "grok-imagine-video": { "name": "Grok Imagine Video", "release_date": "2026-01-28",