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Qwen3 VL 32B Instruct

AlibabaQwen开源权重Apache 2.0 · 商用许可

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
2025-10-21
参数规模
33.0B
上下文长度
131K
支持模态
image, text

能力雷达图

31
general
47
coding
68
reasoning
42
science估算
70
agents
90
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
智能体能力模型榜61
55.0
LS
代码能力榜253
37.0
AA
通用能力榜286
38.0
AA
数学推理124
69.0
AA
多模态榜39
78.0
LS
推理能力78
55.0
LS
科学能力261
43.0
AA

基准测试分数 (LLM Stats)

3d

BLINK67.3%自报

Agents

BFCL-v370.2%自报
OSWorld32.6%自报

Biology

GPQA68.9%自报

Chemistry

SuperGPQA54.6%自报

Communication

MM-MT-Bench8.40 / 100自报
WritingBench82.9%自报
Multi-IF72.0%自报

Creativity

Creative Writing v385.6%自报
Arena-Hard v264.7%自报

Finance

MMLU86.4%自报
MMLU-Pro78.6%自报
MMLU-ProX73.4%自报

General

MMLU-Redux89.8%自报
IFEval84.7%自报
MLVU-M82.1%自报
MMStar77.7%自报
MMMU (val)76.0%自报
Include74.0%自报
LiveBench 2024112572.2%自报
MMMU-Pro65.3%自报
LiveCodeBench v643.8%自报

Grounding

ScreenSpot95.8%自报
ScreenSpot Pro57.9%自报

Image To Text

OCRBench89.5%自报
OCRBench-V2 (en)67.4%自报
OCRBench-V2 (zh)59.2%自报

Language

CharadesSTA61.2%自报

Long Context

LVBench63.8%自报

Math

MathVista-Mini83.8%自报
AIME 202566.2%自报
MathVision63.4%自报
PolyMATH40.5%自报

Multimodal

DocVQAtest96.9%自报
CharXiv-D90.5%自报
AI2D89.5%自报
InfoVQAtest87.0%自报
CC-OCR80.3%自报
MVBench72.8%自报
MuirBench72.8%自报
CharXiv-R62.8%自报

Reasoning

Hallusion Bench63.8%自报
ERQA48.8%自报

Spatial Reasoning

RealWorldQA79.0%自报

Vision

ODinW46.6%自报

AA 评测指数

Math Index
68.3
Intelligence Index
11.1
Mmlu Pro
0.8
Aime 25
0.7
Gpqa
0.7
Livecodebench
0.5
Ifbench
0.4
Lcr
0.3
Scicode
0.3
Tau2
0.3
Terminalbench Hard
0.1
Hle
0.1

LLM Stats 分类评分

Communication
3
Multimodal
1
Instruction Following
80
Language
80
Legal
80
Structured Output
80
Grounding
80
Creativity
80
Text-to-image
80
Writing
80
Image To Text
70
Math
70
Reasoning
70
Spatial Reasoning
70
Finance
70
General
70
Healthcare
70
3d
70
Biology
70
Tool Calling
70
Video
70
Vision
70
Long Context
60
Physics
60
Chemistry
60
Agents
50
Economics
50

定价

输入价格$0.7 / 1M tokens
输出价格$2.8 / 1M tokens
混合价格(3:1)$1.225 / 1M tokens

速度

Tokens/秒70.9
首Token延迟1.15s
首回答延迟1.15s

供应商价格排行

供应商价格排行

4 个供应商

最便宜: SiliconFlow (China)最贵: Alibaba
供应商输入输出
1SiliconFlow (China)最便宜
$0.2
$0.6
2SiliconFlow
$0.2
$0.6
3Vercel AI Gateway
$0.4
$4
4Alibaba主要
$0.7
$2.8

比较该模型在不同 API 供应商之间的定价。

外部链接