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Qwen3 235B A22B 2507 (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

설명

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.

출시일
2025-07-25
파라미터
235.0B
컨텍스트 길이
262K
모달리티
text

능력 레이더

44
general
45
coding
92
reasoning
53
science추정
60
agents
0
multimodal

전용 과학 벤치마크가 없을 때 Science는 추론 프록시를 사용하여 추정합니다.

랭킹

도메인#순위점수소스
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

벤치마크 점수 (LLM Stats)

Agents

BFCL-v371.9%자체 보고

Biology

GPQA81.1%자체 보고

Chemistry

SuperGPQA64.9%자체 보고

Code

CFEval2134.00 / 10000자체 보고

Communication

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

Creativity

Creative Writing v386.1%자체 보고
Arena-Hard v279.7%자체 보고

Finance

MMLU-Pro84.4%자체 보고
MMLU-ProX81.0%자체 보고

General

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

Math

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

Reasoning

OJBench32.5%자체 보고

AA 평가 지수

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

LLM Stats 카테고리 점수

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

가격

입력 가격$0.4 / 1M tokens
출력 가격$2.15 / 1M tokens
혼합 가격 (3:1)$0.838 / 1M tokens

속도

토큰/초58.5 tokens/s
첫 토큰 지연1.22s
첫 응답 지연35.39s

사용 가능한 프로바이더

(LS 내부 단위)
프로바이더입력 가격출력 가격
Fireworks300K3.0M
Novita300K3.0M

외부 링크