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Qwen3 235B A22B 2507 (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Описание

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.

Дата выхода
2025-07-25
Параметры
235.0B
Длина контекста
262K
Модальности
text

Радар способностей

44
general
45
coding
92
reasoning
53
scienceоцен.
60
agents
0
multimodal

Science использует прокси на основе рассуждений, когда специализированные научные бенчмарки недоступны.

Рейтинги

Домен#МестоОценкаИсточник
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

Оценки бенчмарков (LLM Stats)

Agents

BFCL-v371.9%Сам.

Biology

GPQA81.1%Сам.

Chemistry

SuperGPQA64.9%Сам.

Code

CFEval2134.00 / 10000Сам.

Communication

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

Creativity

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

Finance

MMLU-Pro84.4%Сам.
MMLU-ProX81.0%Сам.

General

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

Math

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

Reasoning

OJBench32.5%Сам.

Индексы оценки AA

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

Оценки категорий LLM Stats

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

Цены

Цена ввода$0.4 / 1M tokens
Цена вывода$2.15 / 1M tokens
Смешанная цена (3:1)$0.838 / 1M tokens

Скорость

Токенов/сек58.5 tokens/s
Задержка первого токена1.22s
Время до первого ответа35.39s

Доступные провайдеры

(Внутренние единицы LS)
ПровайдерЦена вводаЦена вывода
Fireworks300K3.0M
Novita300K3.0M

Внешние ссылки