Qwen3 235B A22B 2507 Instruct
AlibabaQwenOpen WeightApache 2.0 · Commercial OK
Описание
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.
Дата выхода
2025-07-21
Параметры
235.0B
Длина контекста
262K
Модальности
text
Радар способностей
40
general
34
coding
76
reasoning
49
scienceоцен.
60
agents
0
multimodal
Science использует прокси на основе рассуждений, когда специализированные научные бенчмарки недоступны.
Рейтинги
| Домен | #Место | Оценка | Источник |
|---|---|---|---|
| Agents & Tools | 13 | 71.0 | LS |
| Code Ranking | 218 | 39.0 | AA |
| General Ranking | 204 | 50.0 | AA |
| Math Reasoning | 96 | 78.0 | AA |
| Reasoning | 75 | 55.0 | LS |
| Science | 149 | 54.0 | AA |
Оценки бенчмарков (LLM Stats)
Agents
BFCL-v3
70.9%Сам.
Biology
GPQA
77.5%Сам.
Chemistry
SuperGPQA
62.6%Сам.
Code
Aider-Polyglot
57.3%Сам.
Communication
WritingBench
85.2%Сам.
Multi-IF
77.5%Сам.
Tau2 Retail
71.3%Сам.
Tau2 Airline
44.0%Сам.
Creativity
Creative Writing v3
87.5%Сам.
Arena-Hard v2
79.2%Сам.
Factuality
SimpleQA
54.3%Сам.
Finance
MMLU-Pro
83.0%Сам.
MMLU-ProX
79.4%Сам.
General
MMLU-Redux
93.1%Сам.
IFEval
88.7%Сам.
MultiPL-E
87.9%Сам.
CSimpleQA
84.3%Сам.
Include
79.5%Сам.
LiveBench 20241125
75.4%Сам.
LiveCodeBench v6
51.8%Сам.
Math
AIME 2025
70.3%Сам.
HMMT25
55.4%Сам.
PolyMATH
50.2%Сам.
Reasoning
ZebraLogic
95.0%Сам.
ARC-AGI
41.8%Сам.
Индексы оценки AA
Math Index71.7
Intelligence Index25.0
Coding Index22.1
Math 5001.0
Mmlu Pro0.8
Gpqa0.8
Aime0.7
Aime 250.7
Livecodebench0.5
Ifbench0.5
Scicode0.4
Tau20.3
Lcr0.3
Terminalbench Hard0.2
Hle0.1
Оценки категорий LLM Stats
Structured Output80
Writing80
Biology80
Creativity80
Finance80
Healthcare80
Instruction Following80
Language80
Legal80
Agents70
Chemistry70
Communication70
General70
Math70
Physics70
Reasoning70
Tool Calling60
Code60
Economics60
Spatial Reasoning50
Vision50
Factuality50
Multimodal50
Цены
Цена ввода$0.2 / 1M tokens
Цена вывода$0.825 / 1M tokens
Смешанная цена (3:1)$0.356 / 1M tokens
Скорость
Токенов/сек67.8 tokens/s
Задержка первого токена1.17s
Время до первого ответа1.17s
Доступные провайдеры
(Внутренние единицы LS)| Провайдер | Цена ввода | Цена вывода |
|---|---|---|
| Fireworks | 150K | 800K |