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Qwen3 VL 30B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

描述

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.

发布日期
2025-10-03
参数规模
31.0B
上下文长度
131K
支持模态
image, text, video

能力雷达图

36
general
34
coding
81
reasoning
44
science估算
70
agents
100
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体与工具62
54.0
LS
代码能力榜233
37.0
AA
通用能力榜251
42.0
AA
数学推理75
83.0
AA
多模态榜38
77.0
LS
推理能力80
53.0
LS
科学能力212
47.0
AA

基准测试分数 (LLM Stats)

3d

BLINK65.4%自报

Agents

BFCL-v368.6%自报
OSWorld30.6%自报

Biology

GPQA74.4%自报

Chemistry

SuperGPQA56.4%自报

Communication

MM-MT-Bench7.90 / 100自报
WritingBench85.2%自报
Multi-IF73.0%自报

Creativity

Creative Writing v382.5%自报
Arena-Hard v256.7%自报

Factuality

SimpleQA23.9%自报

Finance

MMLU87.6%自报
MMLU-Pro80.5%自报
MMLU-ProX76.1%自报

General

MMLU-Redux90.9%自报
IFEval81.7%自报
MLVU-M78.9%自报
MMMU (val)76.0%自报
MMStar75.5%自报
Include74.5%自报
LiveBench 2024112572.1%自报
LiveCodeBench v664.2%自报
MMMU-Pro63.0%自报

Grounding

ScreenSpot94.7%自报
ScreenSpot Pro57.3%自报

Healthcare

VideoMMMU75.0%自报

Image To Text

OCRBench83.9%自报
OCRBench-V2 (en)62.6%自报
OCRBench-V2 (zh)60.4%自报

Language

CharadesSTA62.7%自报

Long Context

LVBench59.2%自报

Math

AIME 202583.1%自报
MathVista-Mini81.9%自报
HMMT2567.6%自报
MathVision65.7%自报
PolyMATH51.7%自报

Multimodal

DocVQAtest95.0%自报
MMBench-V1.188.9%自报
CharXiv-D86.9%自报
AI2D86.9%自报
InfoVQAtest86.0%自报
CC-OCR77.8%自报
MuirBench77.6%自报
Video-MME73.3%自报
MVBench72.0%自报
CharXiv-R56.6%自报

Reasoning

Hallusion Bench66.0%自报
ERQA45.3%自报

Spatial Reasoning

RealWorldQA77.4%自报

Vision

ODinW42.3%自报

AA 评测指数

Math Index
82.3
Intelligence Index
19.7
Coding Index
13.1
Aime 25
0.8
Mmlu Pro
0.8
Gpqa
0.7
Livecodebench
0.7
Ifbench
0.5
Lcr
0.4
Scicode
0.3
Tau2
0.2
Hle
0.1
Terminalbench Hard
0.1

LLM Stats 分类评分

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Finance
80
Grounding
80
Healthcare
80
Instruction Following
80
Language
80
Legal
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
Writing
70
3d
70
Biology
70
Chemistry
70
Creativity
70
General
70
Image To Text
70
Math
70
Physics
70
Reasoning
70
Economics
60
Long Context
60
Agents
50
Factuality
20

定价

输入价格$0.2 / 1M tokens
输出价格$0.75 / 1M tokens
混合价格(3:1)$0.338 / 1M tokens

速度

Tokens/秒126.2 tokens/s
首Token延迟1.01s
首回答延迟16.86s

可用提供商

(LS 内部计价单位)
提供商输入价格输出价格
Novita200K1.0M
DeepInfra290K990K

外部链接