Skip to main content

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.

Release Date
2025-07-25
Parameters
235.0B
Context Length
262K
Modalities
text

Capability Radar

40
general
71
coding
92
reasoning
53
scienceest.
60
agents
0
multimodal

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

Rankings

Domain#RankScoreSource
Agentic Capability9
72.0
LS
Code Ranking101
66.0
AA
General Ranking164
55.0
AA
Math Reasoning19
95.0
AA
Reasoning103
33.0
LS
Science118
59.0
AA

Benchmark Scores (LLM Stats)

Agents

BFCL-v371.9%SR

Biology

GPQA81.1%SR

Chemistry

SuperGPQA64.9%SR

Code

CFEval2134.00 / 10000SR

Communication

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

Creativity

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

Finance

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

General

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

Math

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

Reasoning

OJBench32.5%SR

AA Evaluation Indices

Math Index
91.0
Intelligence Index
22.3
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

LLM Stats Category Scores

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

Pricing

Input Price$0.4 / 1M tokens
Output Price$2.15 / 1M tokens
Blended Price (3:1)$0.838 / 1M tokens

Speed

Tokens/sec82.0
Time to First Token1.18s
Time to Answer25.58s

Provider Price Ranking

Provider Price Ranking

4 providers

Cheapest: Amazon BedrockMost Expensive: Nebius Token Factory
ProviderInputOutput
1Amazon BedrockCheapest
$0.22
$0.88
2Vercel AI Gateway
$0.22
$0.88
3AlibabaPRIMARY
$0.4
$2.15
4Nebius Token Factory
$0.5
$2

Compare pricing across different API providers for this model.

External Sources