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  4. Qwen3 VL 8B
Alibaba
Released October 14, 2025

Qwen3 VL 8B

Qwen3 VL 8B by Qwen — an 8B dense vision-language model with native 256K interleaved context, DeepStack multi-level ViT fusion, and interleaved-MRoPE temporal-spatial encoding.

Visit AlibabaAnnouncement
Inputs
Image
Text
Outputs
Text

Model Overview

Capabilities, design details, and architectural traits

Qwen3 VL 8B - Qwen3-VL 8B dense vision-language model

Qwen3 VL 8B is the 8‑billion-parameter dense member of the Qwen3‑VL family focused on multimodal understanding across text, images, and video. It combines long-context multimodal inputs with architecture improvements that explicitly target spatial-temporal alignment between visual features and text.

Defining technical ideas

  • Interleaved‑MRoPE pairs positional encodings across spatial and temporal axes to make long, interleaved multimodal contexts coherent for reasoning.
  • DeepStack leverages multi-level ViT representations rather than single-stage visual tokens to improve fine-grained alignment between visual features and text.

Usage focus

Qwen3 VL 8B is positioned for tasks that require sustained cross-referencing of long documents, multi-image and video reasoning, and stronger pure-text understanding within a multimodal backbone.

Benchmark Performance

Independent evaluations · Artificial Analysis

10.5%
Intelligence

Accuracy & Capability Details

GPQA - Graduate Science57.9%
Humanity's Last Exam3.8%
SciCode - Scientific Coding21.9%
Instruction Following39.9%
Long Context Reasoning36.7%
τ²-Bench - Agentic Tasks22.5%
TerminalBench - System Control3.8%
Specs
Context window
256Ktokens
Input pricing
$0.18per 1M tokens
Output pricing
$2.10per 1M tokens

Prices in USD.

Key Capabilities & Ratings

Multimodal Inputs100%
Translation & Lang80%
Text-to-image80%
Structured Outputs80%
Instruction Following80%

Compare Models Side-by-Side

Evaluate specifications, pricing, and independent benchmark indices

Model Details
General Info
ProviderAlibabaAnthropicAnthropic
Release DateOctober 14, 2025July 24, 2026June 9, 2026
Knowledge Cutoff-May 2026-
Context & Limits
Context Window256K
1M
Best Context Window
1M
Best Context Window
Pricing (per 1M tokens)
Input Pricing
$0.18
Best Input Pricing
$5$10
Output Pricing
$2.10
Best Output Pricing
$25$50
Modalities
Inputs
imagetext
textimage
textimagefile
Outputs
text
text
text
Benchmarks (0-100)
Intelligence Index10.5
63.1
Best Intelligence Index
62.1
Coding Index-
78.0
Best Coding Index
76.5
Agentic Index-
59.2
Best Agentic Index
56.6
Qwen3 VL 8B
Claude Opus 5
Claude Fable 5

GPQA Benchmark

Graduate-level reasoning and expert Q&A evaluation.

58%
Qwen3 VL 8B
GPQA Benchmark
Score: 58%
Qwen3 VL 8B
93%
Claude Opus 5
GPQA Benchmark
Score: 93%
Claude Opus 5
93%
Claude Fable 5
GPQA Benchmark
Score: 93%
Claude Fable 5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

4%
Qwen3 VL 8B
Humanity's Last Exam
Score: 4%
Qwen3 VL 8B
55%
Claude Opus 5
Humanity's Last Exam
Score: 55%
Claude Opus 5
56%
Claude Fable 5
Humanity's Last Exam
Score: 56%
Claude Fable 5

Long Context Reasoning

Logical reasoning over long context windows.

37%
Qwen3 VL 8B
Long Context Reasoning
Score: 37%
Qwen3 VL 8B
76%
Claude Opus 5
Long Context Reasoning
Score: 76%
Claude Opus 5
77%
Claude Fable 5
Long Context Reasoning
Score: 77%
Claude Fable 5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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