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Qwen3 VL 8B Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

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.

Release Date
2025-10-14
Parameters
9.0B
Context Length
131K
Modalities
image, text, video

Capability Radar

26
general
30
coding
30
reasoning
26
scienceest.
70
agents
100
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability73
53.0
LS
Code Ranking372
20.0
AA
General Ranking351
32.0
AA
Math Reasoning273
28.0
AA
Multimodal Ranking55
74.0
LS
Reasoning88
52.0
LS
Science419
24.0
AA

Benchmark Scores (LLM Stats)

3d

BLINK69.1%SR

Agents

BFCL-v366.3%SR
OSWorld33.9%SR

Chemistry

SuperGPQA44.5%SR

Communication

MM-MT-Bench7.70 / 100SR
WritingBench83.1%SR
Multi-IF75.1%SR

Finance

MMLU80.7%SR
MMLU-Pro71.6%SR
MMLU-ProX65.4%SR

General

MMLU-Redux84.9%SR
IFEval83.7%SR
MLVU-M78.1%SR
MMStar70.9%SR
MMMU (val)69.6%SR
Include67.0%SR
LiveBench 2024112562.0%SR
MMMU-Pro55.9%SR
LiveCodeBench v639.3%SR

Grounding

ScreenSpot94.4%SR
ScreenSpot Pro54.6%SR

Healthcare

VideoMMMU65.3%SR

Image To Text

OCRBench89.6%SR
OCRBench-V2 (en)65.4%SR
OCRBench-V2 (zh)61.2%SR

Language

CharadesSTA56.0%SR

Long Context

LVBench58.0%SR

Math

MathVista-Mini77.2%SR
MathVision53.9%SR
AIME 202545.9%SR
HMMT2532.5%SR
PolyMATH30.4%SR

Multimodal

DocVQAtest96.1%SR
AI2D85.7%SR
MMBench-V1.185.0%SR
InfoVQAtest83.1%SR
CharXiv-D83.0%SR
CC-OCR79.9%SR
Video-MME71.4%SR
MVBench68.7%SR
MuirBench64.4%SR
CharXiv-R46.4%SR

Reasoning

Hallusion Bench61.1%SR
ERQA45.8%SR

Spatial Reasoning

RealWorldQA71.5%SR

Vision

ODinW44.7%SR

AA Evaluation Indices

Math Index
27.3
Intelligence Index
8.4
Mmlu Pro
0.7
Gpqa
0.4
Livecodebench
0.3
Ifbench
0.3
Tau2
0.3
Aime 25
0.3
Scicode
0.2
Lcr
0.2
Hle
0.0
Terminalbench Hard
0.0

LLM Stats Category Scores

Communication
3
Multimodal
100
Instruction Following
80
Structured Output
80
Creativity
80
Text-to-image
80
Writing
80
Image To Text
70
Language
70
Legal
70
Finance
70
Grounding
70
Healthcare
70
3d
70
Tool Calling
70
Vision
70
Long Context
60
Math
60
Reasoning
60
Spatial Reasoning
60
General
60
Video
60
Agents
50
Physics
40
Chemistry
40
Economics
40

Pricing

Input Price$0.18 / 1M tokens
Output Price$0.7 / 1M tokens
Blended Price (3:1)$0.31 / 1M tokens

Speed

Tokens/sec140.8
Time to First Token0.94s
Time to Answer0.94s

Provider Price Ranking

Provider Price Ranking

9 providers

Cheapest: NovitaMost Expensive: SiliconFlow
ProviderInputOutput
1NovitaCheapest
$0
$0
2DeepInfra
$0
$0
3OpenRouter
$0.08
$0.5
4NovitaAI
$0.08
$0.5
5Kilo Gateway
$0.08
$0.5
6LLM Gateway
$0.08
$0.5
7AlibabaPRIMARY
$0.18
$0.7
8SiliconFlow (China)
$0.18
$0.68
9SiliconFlow
$0.18
$0.68

Compare pricing across different API providers for this model.

External Sources