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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

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.

Release Date
2026-04-16
Parameters
35.0B
Context Length
262K
Modalities
image, text, video

Capability Radar

39
general
35
coding
84
reasoning
54
scienceest.
50
agents
80
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agents & Tools77
47.0
LS
Code Ranking81
65.0
AA
General Ranking52
78.0
AA
Multimodal Ranking34
79.0
LS
Reasoning44
70.0
LS
Science84
64.0
AA

Benchmark Scores (LLM Stats)

Agents

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

Biology

GPQA86.0%SR

Chemistry

SuperGPQA64.7%SR

Code

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

Embodied

EmbSpatialBench0.84 / 100SR

Finance

MMLU-Pro85.2%SR

General

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

Grounding

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

Healthcare

VideoMMMU83.7%SR

Long Context

MLVU86.2%SR
LVBench71.4%SR

Math

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

Multimodal

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

Reasoning

Hallusion Bench69.8%SR

Spatial Reasoning

RealWorldQA85.3%SR

Vision

ODinW50.8%SR

AA Evaluation Indices

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 Category Scores

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

Pricing

Input Price$0.248 / 1M tokens
Output Price$1.485 / 1M tokens
Blended Price (3:1)$0.557 / 1M tokens

Speed

Tokens/sec200.3 tokens/s
Time to First Token1.39s
Time to Answer11.37s

Available Providers

(LS internal units)

No provider data available

External Sources