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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Usage Commercial

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
audio, image, text, video

Radar de capacités

29
general
41
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
Capacité agentique97
45.0
LS
Classement codage120
62.0
AA
Classement général87
68.0
AA
Classement multimodal35
79.0
LS
Raisonnement47
70.0
LS
Science104
61.0
AA

Scores de benchmarks (LLM Stats)

Agents

GDPval-AA1056.00 / 3000Aut.
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

Coding Index
41.9
Intelligence Index
31.6
Tau2
1.0
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Terminalbench V2 1
0.4
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2
Tau Banking
0.1

Scores par catégorie LLM Stats

Legal
100
Finance
100
General
100
Agents
76
Reasoning
35
Language
90
Structured Output
90
Biology
90
Long Context
80
Math
80
Multimodal
80
Physics
80
Spatial Reasoning
80
Embodied
80
Grounding
80
Healthcare
80
Chemistry
80
Text-to-image
80
Video
80
Frontend Development
70
Vision
70
Image To Text
60
Search
60
Code
60
Economics
60
Tool Calling
50
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/sec182.4
Délai du premier token1.34s
Temps de réponse30.93s

Classement des Prix par Fournisseur

Classement des Prix par Fournisseur

12 fournisseurs

Moins cher: NanoGPTPlus cher: LLMTR
FournisseurEntréeSortie
1NanoGPTMoins cher
$0.112
$0.8
2OpenRouter
$0.14
$1
3Hugging Face
$0.15
$0.95
4Deep Infra
$0.15
$0.95
5Wafer
$0.15
$1
6Kilo Gateway
$0.1612
$0.96525
7NEAR AI Cloud
$0.17
$1.1
8SiliconFlow (China)
$0.23
$1.86
9AlibabaPRINCIPAL
$0.248
$1.485
10OrcaRouter
$0.248
$1.485
11Neuralwatt
$0.29
$1.15
12LLMTR
$5
$10

Comparer les prix entre différents fournisseurs API pour ce modèle.

Sources externes