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.
发布日期
2026-04-16
参数规模
35.0B
上下文长度
262K
支持模态
image, text, video
能力雷达图
39
general
35
coding
84
reasoning
54
science估算
50
agents
80
multimodal
Science 在缺少专门科学评测时使用推理能力代理估算。
排行榜排名
基准测试分数 (LLM Stats)
Agents
TAU3-Bench
67.2%自报
MCP Atlas
62.8%自报
WideSearch
60.1%自报
ZClawBench
52.6%自报
Terminal-Bench 2.0
51.5%自报
Claw-Eval
50.0%自报
SWE-Bench Pro
49.5%自报
MCP-Mark
37.0%自报
VITA-Bench
35.6%自报
NL2Repo
29.4%自报
SkillsBench
28.7%自报
Toolathlon
26.9%自报
DeepPlanning
25.9%自报
Biology
GPQA
86.0%自报
Chemistry
SuperGPQA
64.7%自报
Code
SWE-Bench Verified
73.4%自报
SWE-bench Multilingual
67.2%自报
Embodied
EmbSpatialBench
0.84 / 100自报
Finance
MMLU-Pro
85.2%自报
General
MMLU-Redux
93.3%自报
C-Eval
90.0%自报
MMMU
81.7%自报
LiveCodeBench v6
80.4%自报
MMMU-Pro
75.3%自报
SimpleVQA
0.59 / 100自报
Grounding
RefCOCO-avg
0.92 / 100自报
RefSpatialBench
0.64 / 100自报
Healthcare
VideoMMMU
83.7%自报
Long Context
MLVU
86.2%自报
LVBench
71.4%自报
Math
AIME 2026
92.7%自报
HMMT 2025
90.7%自报
HMMT25
89.1%自报
MathVista-Mini
86.4%自报
HMMT Feb 26
83.6%自报
IMO-AnswerBench
78.9%自报
Humanity's Last Exam
21.4%自报
Multimodal
MMBench-V1.1
92.8%自报
AI2D
92.7%自报
OmniDocBench 1.5
89.9%自报
VideoMME w sub.
86.6%自报
VideoMME w/o sub.
82.5%自报
CC-OCR
81.9%自报
CharXiv-R
78.0%自报
MVBench
74.6%自报
ZEROBench-Sub
0.34 / 100自报
Reasoning
Hallusion Bench
69.8%自报
Spatial Reasoning
RealWorldQA
85.3%自报
Vision
ODinW
50.8%自报
AA 评测指数
Intelligence Index43.5
Coding Index35.1
Tau21.0
Gpqa0.8
Ifbench0.6
Lcr0.6
Scicode0.4
Terminalbench Hard0.3
Hle0.2
LLM Stats 分类评分
Structured Output90
Biology90
Language90
Spatial Reasoning80
Text-to-image80
Video80
Chemistry80
Embodied80
General80
Grounding80
Healthcare80
Long Context80
Math80
Multimodal80
Physics80
Vision70
Finance70
Frontend Development70
Legal70
Reasoning70
Code60
Economics60
Image To Text60
Search60
Tool Calling50
Agents40
Coding40
定价
输入价格$0.248 / 1M tokens
输出价格$1.485 / 1M tokens
混合价格(3:1)$0.557 / 1M tokens
速度
Tokens/秒200.3 tokens/s
首Token延迟1.39s
首回答延迟11.37s
可用提供商
(LS 内部计价单位)暂无提供商数据