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Qwen3 VL 30B A3B Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Описание

Qwen3-VL is a large multimodal model that unifies vision, language, and reasoning to achieve human-level perception and cognition across text, images, and video. Built on a 235B-parameter architecture, it integrates early joint training of visual and textual modalities for strong language grounding. The model supports up to a 1 million-token context window and excels at visual understanding, spatial reasoning, long video comprehension, and tool-based interaction. It can generate code from images, perform precise 2D/3D object grounding, and operate digital interfaces like a visual agent. The “Instruct” version rivals Gemini 2.5 Pro in perception benchmarks, while the “Thinking” version leads in multimodal reasoning and STEM tasks. With multilingual OCR, creative writing, and fine-grained scene interpretation, Qwen3-VL establishes a new open-source frontier for integrated vision-language intelligence.

Дата выхода
2025-10-03
Параметры
31.0B
Длина контекста
131K
Модальности
image, text, video

Радар способностей

33
general
28
coding
72
reasoning
43
scienceоцен.
70
agents
100
multimodal

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

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools69
52.0
LS
Code Ranking278
28.0
AA
General Ranking318
35.0
AA
Math Reasoning110
73.0
AA
Multimodal Ranking45
75.0
LS
Reasoning85
51.0
LS
Science234
45.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK67.7%Сам.

Agents

BFCL-v366.3%Сам.
OSWorld30.3%Сам.

Biology

GPQA70.4%Сам.

Chemistry

SuperGPQA53.1%Сам.

Communication

MM-MT-Bench8.10 / 100Сам.
WritingBench82.6%Сам.
Multi-IF66.1%Сам.

Creativity

Creative Writing v384.6%Сам.
Arena-Hard v258.5%Сам.

Factuality

SimpleQA27.0%Сам.

Finance

MMLU85.0%Сам.
MMLU-Pro77.8%Сам.
MMLU-ProX70.9%Сам.

General

MMLU-Redux88.4%Сам.
IFEval85.8%Сам.
MLVU-M81.3%Сам.
MMMU (val)74.2%Сам.
MMStar72.1%Сам.
Include71.6%Сам.
LiveBench 2024112565.4%Сам.
MMMU-Pro60.4%Сам.
LiveCodeBench v642.6%Сам.

Grounding

ScreenSpot94.7%Сам.
ScreenSpot Pro60.5%Сам.

Healthcare

VideoMMMU68.7%Сам.

Image To Text

OCRBench90.3%Сам.
OCRBench-V2 (en)63.2%Сам.
OCRBench-V2 (zh)57.8%Сам.

Language

CharadesSTA63.5%Сам.

Long Context

LVBench62.5%Сам.

Math

MathVista-Mini80.1%Сам.
AIME 202569.3%Сам.
MathVision60.2%Сам.
HMMT2550.6%Сам.
PolyMATH44.3%Сам.

Multimodal

DocVQAtest95.0%Сам.
MMBench-V1.187.0%Сам.
CharXiv-D85.5%Сам.
AI2D85.0%Сам.
InfoVQAtest82.0%Сам.
CC-OCR80.7%Сам.
Video-MME74.5%Сам.
MVBench72.3%Сам.
MuirBench62.9%Сам.
CharXiv-R48.9%Сам.

Reasoning

Hallusion Bench61.5%Сам.
ERQA43.0%Сам.

Spatial Reasoning

RealWorldQA73.7%Сам.

Vision

ODinW47.5%Сам.

Индексы оценки AA

Math Index
72.3
Intelligence Index
16.1
Coding Index
14.3
Mmlu Pro
0.8
Aime 25
0.7
Gpqa
0.7
Livecodebench
0.5
Ifbench
0.3
Scicode
0.3
Lcr
0.2
Tau2
0.2
Hle
0.1
Terminalbench Hard
0.1

Оценки категорий LLM Stats

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Grounding
80
Instruction Following
80
Language
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
3d
70
Biology
70
Finance
70
General
70
Healthcare
70
Image To Text
70
Legal
70
Math
70
Reasoning
70
Chemistry
60
Long Context
60
Physics
60
Agents
50
Economics
50
Factuality
30

Цены

Цена ввода$0.2 / 1M tokens
Цена вывода$0.6 / 1M tokens
Смешанная цена (3:1)$0.3 / 1M tokens

Скорость

Токенов/сек125.3 tokens/s
Задержка первого токена1.08s
Время до первого ответа1.08s

Доступные провайдеры

(Внутренние единицы LS)
ПровайдерЦена вводаЦена вывода
Novita200K700K
DeepInfra290K990K

Внешние ссылки