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Qwen3 VL 8B (Reasoning)

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
2025-10-14
參數規模
9.0B
上下文長度
131K
支援模態
image, text

能力雷達圖

29
general
32
coding
35
reasoning
34
science估算
60
agents
100
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83
51.0
LS
程式碼能力榜309
28.0
AA
通用能力榜312
35.0
AA
數學推理262
31.0
AA
多模態榜51
75.0
LS
推理能力81
54.0
LS
科學能力358
32.0
AA

基準測試分數 (LLM Stats)

3d

BLINK68.7%自報

Agents

BFCL-v363.0%自報
OSWorld33.9%自報

Biology

GPQA69.9%自報

Chemistry

SuperGPQA51.2%自報

Communication

MM-MT-Bench8.00 / 100自報
WritingBench85.5%自報
Multi-IF75.1%自報

Creativity

Creative Writing v382.4%自報
Arena-Hard v251.1%自報

Factuality

SimpleQA49.6%自報

Finance

MMLU85.2%自報
MMLU-Pro77.3%自報
MMLU-ProX70.7%自報

General

MMLU-Redux88.8%自報
IFEval83.2%自報
MMStar75.3%自報
MLVU-M75.1%自報
MMMU (val)74.1%自報
LiveBench 2024112569.8%自報
Include69.5%自報
MMMU-Pro60.4%自報
LiveCodeBench v658.6%自報

Grounding

ScreenSpot93.6%自報
ScreenSpot Pro46.6%自報

Healthcare

VideoMMMU72.8%自報

Image To Text

OCRBench81.9%自報
OCRBench-V2 (en)63.9%自報
OCRBench-V2 (zh)59.2%自報

Language

CharadesSTA59.9%自報

Long Context

LVBench55.8%自報

Math

MathVista-Mini81.4%自報
AIME 202580.3%自報
MathVision62.7%自報
HMMT2560.6%自報
PolyMATH47.5%自報

Multimodal

DocVQAtest95.3%自報
MMBench-V1.187.5%自報
InfoVQAtest86.0%自報
CharXiv-D85.9%自報
AI2D84.9%自報
MuirBench76.8%自報
CC-OCR76.3%自報
Video-MME71.8%自報
MVBench69.0%自報
CharXiv-R53.0%自報

Reasoning

Hallusion Bench65.4%自報
ERQA46.8%自報

Spatial Reasoning

RealWorldQA73.5%自報

Vision

ODinW39.8%自報

AA 評測指數

Math Index
30.7
Intelligence Index
10.6
Mmlu Pro
0.7
Gpqa
0.6
Ifbench
0.4
Livecodebench
0.4
Lcr
0.3
Aime 25
0.3
Tau2
0.2
Scicode
0.2
Terminalbench Hard
0.0
Hle
0.0

LLM Stats 分類評分

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

定價

輸入價格$0.18 / 1M tokens
輸出價格$2.1 / 1M tokens
混合價格(3:1)$0.66 / 1M tokens

速度

Tokens/秒132.1
首Token延遲1.14s
首回答延遲16.28s

供應商價格排行

供應商價格排行

6 個供應商

最便宜: DeepInfra最貴: SiliconFlow
供應商輸入輸出
1DeepInfra最便宜
$0
$0
2OpenRouter
$0.117
$1.365
3Kilo Gateway
$0.117
$1.365
4Alibaba主要
$0.18
$2.1
5SiliconFlow (China)
$0.18
$2
6SiliconFlow
$0.18
$2

比較該模型在不同 API 供應商之間的定價。

外部連結