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Qwen3 235B A22B 2507 (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

説明

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.

リリース日
2025-07-25
パラメータ
235.0B
コンテキスト長
262K
モダリティ
text

能力レーダー

44
general
45
coding
92
reasoning
53
science推定
60
agents
0
multimodal

専門的な科学ベンチマークが利用できない場合、Scienceは推論プロキシを使用して推定します。

ランキング

ドメイン#順位スコアソース
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

ベンチマークスコア (LLM Stats)

Agents

BFCL-v371.9%自己申告

Biology

GPQA81.1%自己申告

Chemistry

SuperGPQA64.9%自己申告

Code

CFEval2134.00 / 10000自己申告

Communication

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

Creativity

Creative Writing v386.1%自己申告
Arena-Hard v279.7%自己申告

Finance

MMLU-Pro84.4%自己申告
MMLU-ProX81.0%自己申告

General

MMLU-Redux93.8%自己申告
IFEval87.8%自己申告
Include81.0%自己申告
LiveBench 2024112578.4%自己申告
LiveCodeBench v674.1%自己申告

Math

AIME 202592.3%自己申告
HMMT2583.9%自己申告
PolyMATH60.1%自己申告
Humanity's Last Exam18.2%自己申告

Reasoning

OJBench32.5%自己申告

AA評価指数

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カテゴリスコア

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

価格設定

入力価格$0.4 / 1M tokens
出力価格$2.15 / 1M tokens
混合価格(3:1)$0.838 / 1M tokens

速度

トークン/秒58.5 tokens/s
初トークン遅延1.22s
初回答遅延35.39s

利用可能なプロバイダー

(LS内部単位)
プロバイダー入力価格出力価格
Fireworks300K3.0M
Novita300K3.0M

外部リンク