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Qwen3 235B A22B 2507 (Reasoning)

AlibabaQwen开源权重Apache 2.0 · 商用许可

描述

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.

发布日期
2025-07-25
参数规模
235.0B
上下文长度
262K
支持模态
text

能力雷达图

40
general
71
coding
92
reasoning
53
science估算
60
agents
0
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体能力模型榜9
72.0
LS
代码能力榜101
66.0
AA
通用能力榜164
55.0
AA
数学推理19
95.0
AA
推理能力103
33.0
LS
科学能力118
59.0
AA

基准测试分数 (LLM Stats)

Agents

BFCL-v371.9%自报

Biology

GPQA81.1%自报

Chemistry

SuperGPQA64.9%自报

Code

CFEval2134.00 / 10000自报

Communication

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

Creativity

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

Finance

MMLU-Pro84.4%自报
MMLU-ProX81.0%自报

General

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

Math

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

Reasoning

OJBench32.5%自报

AA 评测指数

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 分类评分

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

定价

输入价格$0.4 / 1M tokens
输出价格$2.15 / 1M tokens
混合价格(3:1)$0.838 / 1M tokens

速度

Tokens/秒82.0
首Token延迟1.18s
首回答延迟25.58s

供应商价格排行

供应商价格排行

4 个供应商

最便宜: Amazon Bedrock最贵: Nebius Token Factory
供应商输入输出
1Amazon Bedrock最便宜
$0.22
$0.88
2Vercel AI Gateway
$0.22
$0.88
3Alibaba主要
$0.4
$2.15
4Nebius Token Factory
$0.5
$2

比较该模型在不同 API 供应商之间的定价。

外部链接