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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.

Date de sortie
2026-04-16
Paramètres
35.0B
Longueur du contexte
262K
Modalités
image, text, video

Radar de capacités

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

Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.

Classements

Domaine#RangScoreSource
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

Scores de benchmarks (LLM Stats)

Agents

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

Biology

GPQA86.0%Aut.

Chemistry

SuperGPQA64.7%Aut.

Code

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

Embodied

EmbSpatialBench0.84 / 100Aut.

Finance

MMLU-Pro85.2%Aut.

General

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

Grounding

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

Healthcare

VideoMMMU83.7%Aut.

Long Context

MLVU86.2%Aut.
LVBench71.4%Aut.

Math

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

Multimodal

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

Reasoning

Hallusion Bench69.8%Aut.

Spatial Reasoning

RealWorldQA85.3%Aut.

Vision

ODinW50.8%Aut.

Indices d'évaluation AA

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

Scores par catégorie LLM Stats

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

Tarification

Prix d'entrée$0.248 / 1M tokens
Prix de sortie$1.485 / 1M tokens
Prix mixte (3:1)$0.557 / 1M tokens

Vitesse

Tokens/sec200.3 tokens/s
Délai du premier token1.39s
Temps de réponse11.37s

Fournisseurs disponibles

(Unités internes LS)

Aucune donnée de fournisseur disponible

Sources externes