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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.

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

Capability Radar

39
general
44
coding
92
reasoning
54
science
60
agents
0
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability45
53.0
LS
Code Ranking228
50.0
AA
General Ranking230
52.0
AA
Science175
59.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

BFCL-v371.9%SR

Biology

GPQANYU + Cohere + Anthropic (2023)81.1%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
IFEvalGoogle Research (2023)87.8%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

(Artificial Analysis)
Math Index(Artificial Analysis)
91.0
Coding Index(Artificial Analysis)
22.1
Intelligence Index(Artificial Analysis)
19.9
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))
1.0
Aime(MAA (Mathematical Association of America))
0.9
Aime 25(MAA (Mathematical Association of America))
0.9
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
0.8
Gpqa(NYU + Cohere + Anthropic (2023))
0.8
Livecodebench(UC Berkeley + MIT + Cornell (2024))
0.8
Lcr(Artificial Analysis)
0.7
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.5
Ifbench(Google Research (2023))
0.5
Scicode(UIUC + Argonne National Lab (2024))
0.4
Hle(Center for AI Safety + Scale AI (2025))
0.2
Terminalbench Hard(Stanford × Laude Institute (2026))
0.1
Terminalbench V2 1
0.1
Tau Banking
0.1

LLM Stats Category Scores

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

Pricing

Input Price$0.7 / 1M tokens
Output Price$8.4 / 1M tokens
Blended Price (3:1)$2.625 / 1M tokens

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

6 providers

Cheapest: TensorXMost Expensive: Alibaba
ProviderInputOutput
1TensorXCheapest
$0.072
$0.464
2OpenRouter
$0.23
$2.3
3Kilo Gateway
$0.23
$2.3
4Jiekou.AI
$0.3
$3
5NovitaAI
$0.3
$3
6AlibabaPRIMARY
$0.7
$8.4

Compare pricing across different API providers for this model.

External Sources