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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

描述

Qwen3.6-35B-A3B is the first open-weight variant of the Qwen3.6 series, a multimodal Mixture-of-Experts model with 35B total parameters and 3B activated. It pairs a vision encoder with a hybrid 40-layer language model that interleaves Gated DeltaNet linear-attention blocks and Gated Attention blocks (10 × (3 × DeltaNet + 1 × Attention)) over 256 experts (8 routed + 1 shared, expert dim 512). The release prioritizes stability and real-world utility, with substantial gains in agentic coding (frontend workflows, repo-level reasoning) and a new option to preserve reasoning context across turns. Native context length is 262K tokens, extensible to ~1M via YaRN, and the model thinks by default.

發布日期
2026-04-16
參數規模
35.0B
上下文長度
262K
支援模態
image, text, video

能力雷達圖

39
general
35
coding
84
reasoning
54
science估算
50
agents
80
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
智能体与工具77
47.0
LS
代码能力榜81
65.0
AA
通用能力榜52
78.0
AA
多模态榜34
79.0
LS
推理能力44
70.0
LS
科学能力84
64.0
AA

基準測試分數 (LLM Stats)

Agents

TAU3-Bench67.2%自報
MCP Atlas62.8%自報
WideSearch60.1%自報
ZClawBench52.6%自報
Terminal-Bench 2.051.5%自報
Claw-Eval50.0%自報
SWE-Bench Pro49.5%自報
MCP-Mark37.0%自報
VITA-Bench35.6%自報
NL2Repo29.4%自報
SkillsBench28.7%自報
Toolathlon26.9%自報
DeepPlanning25.9%自報

Biology

GPQA86.0%自報

Chemistry

SuperGPQA64.7%自報

Code

SWE-Bench Verified73.4%自報
SWE-bench Multilingual67.2%自報

Embodied

EmbSpatialBench0.84 / 100自報

Finance

MMLU-Pro85.2%自報

General

MMLU-Redux93.3%自報
C-Eval90.0%自報
MMMU81.7%自報
LiveCodeBench v680.4%自報
MMMU-Pro75.3%自報
SimpleVQA0.59 / 100自報

Grounding

RefCOCO-avg0.92 / 100自報
RefSpatialBench0.64 / 100自報

Healthcare

VideoMMMU83.7%自報

Long Context

MLVU86.2%自報
LVBench71.4%自報

Math

AIME 202692.7%自報
HMMT 202590.7%自報
HMMT2589.1%自報
MathVista-Mini86.4%自報
HMMT Feb 2683.6%自報
IMO-AnswerBench78.9%自報
Humanity's Last Exam21.4%自報

Multimodal

MMBench-V1.192.8%自報
AI2D92.7%自報
OmniDocBench 1.589.9%自報
VideoMME w sub.86.6%自報
VideoMME w/o sub.82.5%自報
CC-OCR81.9%自報
CharXiv-R78.0%自報
MVBench74.6%自報
ZEROBench-Sub0.34 / 100自報

Reasoning

Hallusion Bench69.8%自報

Spatial Reasoning

RealWorldQA85.3%自報

Vision

ODinW50.8%自報

AA 評測指數

Intelligence Index
43.5
Coding Index
35.1
Tau2
1.0
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2

LLM Stats 分類評分

Structured Output
90
Biology
90
Language
90
Spatial Reasoning
80
Text-to-image
80
Video
80
Chemistry
80
Embodied
80
General
80
Grounding
80
Healthcare
80
Long Context
80
Math
80
Multimodal
80
Physics
80
Vision
70
Finance
70
Frontend Development
70
Legal
70
Reasoning
70
Code
60
Economics
60
Image To Text
60
Search
60
Tool Calling
50
Agents
40
Coding
40

定價

輸入價格$0.248 / 1M tokens
輸出價格$1.485 / 1M tokens
混合價格(3:1)$0.557 / 1M tokens

速度

Tokens/秒200.3 tokens/s
首Token延遲1.39s
首回答延遲11.37s

可用提供商

(LS 內部計價單位)

暫無提供商資料

外部連結