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Qwen3 235B A22B 2507 Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

描述

Qwen3-235B-A22B-Instruct-2507 is the updated instruct version of Qwen3-235B-A22B featuring significant improvements in general capabilities including instruction following, logical reasoning, text comprehension, mathematics, science, coding and tool usage. It provides substantial gains in long-tail knowledge coverage across multiple languages and markedly better alignment with user preferences in subjective and open-ended tasks.

发布日期
2025-07-21
参数规模
235.0B
上下文长度
262K
支持模态
text

能力雷达图

40
general
34
coding
76
reasoning
49
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
智能体与工具13
71.0
LS
代码能力榜218
39.0
AA
通用能力榜204
50.0
AA
数学推理96
78.0
AA
推理能力75
55.0
LS
科学能力149
54.0
AA

基准测试分数 (LLM Stats)

Agents

BFCL-v370.9%自报

Biology

GPQA77.5%自报

Chemistry

SuperGPQA62.6%自报

Code

Aider-Polyglot57.3%自报

Communication

WritingBench85.2%自报
Multi-IF77.5%自报
Tau2 Retail71.3%自报
Tau2 Airline44.0%自报

Creativity

Creative Writing v387.5%自报
Arena-Hard v279.2%自报

Factuality

SimpleQA54.3%自报

Finance

MMLU-Pro83.0%自报
MMLU-ProX79.4%自报

General

MMLU-Redux93.1%自报
IFEval88.7%自报
MultiPL-E87.9%自报
CSimpleQA84.3%自报
Include79.5%自报
LiveBench 2024112575.4%自报
LiveCodeBench v651.8%自报

Math

AIME 202570.3%自报
HMMT2555.4%自报
PolyMATH50.2%自报

Reasoning

ZebraLogic95.0%自报
ARC-AGI41.8%自报

AA 评测指数

Math Index
71.7
Intelligence Index
25.0
Coding Index
22.1
Math 500
1.0
Mmlu Pro
0.8
Gpqa
0.8
Aime
0.7
Aime 25
0.7
Livecodebench
0.5
Ifbench
0.5
Scicode
0.4
Tau2
0.3
Lcr
0.3
Terminalbench Hard
0.2
Hle
0.1

LLM Stats 分类评分

Structured Output
80
Writing
80
Biology
80
Creativity
80
Finance
80
Healthcare
80
Instruction Following
80
Language
80
Legal
80
Agents
70
Chemistry
70
Communication
70
General
70
Math
70
Physics
70
Reasoning
70
Tool Calling
60
Code
60
Economics
60
Spatial Reasoning
50
Vision
50
Factuality
50
Multimodal
50

定价

输入价格$0.2 / 1M tokens
输出价格$0.825 / 1M tokens
混合价格(3:1)$0.356 / 1M tokens

速度

Tokens/秒67.8 tokens/s
首Token延迟1.17s
首回答延迟1.17s

可用提供商

(LS 内部计价单位)
提供商输入价格输出价格
Fireworks150K800K

外部链接