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Qwen3 VL 32B Instruct

AlibabaQwen開源權重Apache 2.0 · 商用許可

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.

發布日期
2025-10-21
參數規模
33.0B
上下文長度
131K
支援模態
image, text

能力雷達圖

31
general
47
coding
68
reasoning
42
science估算
70
agents
90
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
智慧體能力模型榜61
55.0
LS
程式碼能力榜253
37.0
AA
通用能力榜286
38.0
AA
數學推理124
69.0
AA
多模態榜39
78.0
LS
推理能力78
55.0
LS
科學能力261
43.0
AA

基準測試分數 (LLM Stats)

3d

BLINK67.3%自報

Agents

BFCL-v370.2%自報
OSWorld32.6%自報

Biology

GPQA68.9%自報

Chemistry

SuperGPQA54.6%自報

Communication

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

Creativity

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

Finance

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

General

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

Grounding

ScreenSpot95.8%自報
ScreenSpot Pro57.9%自報

Image To Text

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

Language

CharadesSTA61.2%自報

Long Context

LVBench63.8%自報

Math

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

Multimodal

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

Reasoning

Hallusion Bench63.8%自報
ERQA48.8%自報

Spatial Reasoning

RealWorldQA79.0%自報

Vision

ODinW46.6%自報

AA 評測指數

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 分類評分

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

定價

輸入價格$0.7 / 1M tokens
輸出價格$2.8 / 1M tokens
混合價格(3:1)$1.225 / 1M tokens

速度

Tokens/秒70.9
首Token延遲1.15s
首回答延遲1.15s

供應商價格排行

供應商價格排行

4 個供應商

最便宜: SiliconFlow (China)最貴: Alibaba
供應商輸入輸出
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

比較該模型在不同 API 供應商之間的定價。

外部連結