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Qwen3 235B A22B 2507 (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

Qwen3-235B-A22B-Thinking-2507 is a state-of-the-art thinking-enabled Mixture-of-Experts (MoE) model with 235B total parameters (22B activated). It features 94 layers, 128 experts (8 activated), and supports 262K native context length. This version delivers significantly improved reasoning performance, achieving state-of-the-art results among open-source thinking models on logical reasoning, mathematics, science, coding, and academic benchmarks. Key enhancements include markedly better general capabilities (instruction following, tool usage, text generation), enhanced 256K long-context understanding, and increased thinking depth. The model supports only thinking mode with automatic <think> tag inclusion.

Date de sortie
2025-07-25
Paramètres
235.0B
Longueur du contexte
262K
Modalités
text

Radar de capacités

44
general
45
coding
92
reasoning
53
scienceest.
60
agents
0
multimodal

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

Classements

Domaine#RangScoreSource
Agents & Tools10
72.0
LS
Code Ranking123
55.0
AA
General Ranking153
58.0
AA
Math Reasoning19
95.0
AA
Reasoning98
33.0
LS
Science100
62.0
AA

Scores de benchmarks (LLM Stats)

Agents

BFCL-v371.9%Aut.

Biology

GPQA81.1%Aut.

Chemistry

SuperGPQA64.9%Aut.

Code

CFEval2134.00 / 10000Aut.

Communication

WritingBench88.3%Aut.
Multi-IF80.6%Aut.
Tau2 Retail71.9%Aut.
TAU-bench Retail67.8%Aut.
Tau2 Airline58.0%Aut.
TAU-bench Airline46.0%Aut.
Tau2 Telecom45.6%Aut.

Creativity

Creative Writing v386.1%Aut.
Arena-Hard v279.7%Aut.

Finance

MMLU-Pro84.4%Aut.
MMLU-ProX81.0%Aut.

General

MMLU-Redux93.8%Aut.
IFEval87.8%Aut.
Include81.0%Aut.
LiveBench 2024112578.4%Aut.
LiveCodeBench v674.1%Aut.

Math

AIME 202592.3%Aut.
HMMT2583.9%Aut.
PolyMATH60.1%Aut.
Humanity's Last Exam18.2%Aut.

Reasoning

OJBench32.5%Aut.

Indices d'évaluation AA

Math Index
91.0
Intelligence Index
29.5
Coding Index
23.2
Math 500
1.0
Aime
0.9
Aime 25
0.9
Mmlu Pro
0.8
Gpqa
0.8
Livecodebench
0.8
Lcr
0.7
Tau2
0.5
Ifbench
0.5
Scicode
0.4
Hle
0.1
Terminalbench Hard
0.1

Scores par catégorie LLM Stats

Structured Output
80
Writing
80
Biology
80
Creativity
80
Finance
80
General
80
Healthcare
80
Instruction Following
80
Language
80
Legal
80
Agents
70
Chemistry
70
Communication
70
Math
70
Physics
70
Reasoning
70
Spatial Reasoning
60
Tool Calling
60
Economics
60
Multimodal
60
Vision
40

Tarification

Prix d'entrée$0.4 / 1M tokens
Prix de sortie$2.15 / 1M tokens
Prix mixte (3:1)$0.838 / 1M tokens

Vitesse

Tokens/sec58.5 tokens/s
Délai du premier token1.22s
Temps de réponse35.39s

Fournisseurs disponibles

(Unités internes LS)
FournisseurPrix d'entréePrix de sortie
Fireworks300K3.0M
Novita300K3.0M

Sources externes