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Qwen | Qwen3 Vl 30b A3b Instruct

Qwen3-VL-30B-A3B-Instruct is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Instruct variant optimizes instruction-following for general multimodal tasks. It excels in perception of real-world/synthetic categories, 2D/3D spatial grounding, and long-form visual comprehension, achieving competitive multimodal benchmark results. For agentic use, it handles multi-image multi-turn instructions, video timeline alignments, GUI automation, and visual coding from sketches to debugged UI. Text performance matches flagship Qwen3 models, suiting document AI, OCR, UI assistance, spatial tasks, and agent research.

Compare

Fair

60.0
Most Recent Test

Significant guardrail issues may impede work.

Strengths

  • Excellent at 1.4. Conversational AI
  • Excellent at 1.6. Problematic Vocabulary
  • Excellent at 3.2. Historical Jesus
  • Excellent at 3.5. Universal Sinfulness

Weaknesses

  • Struggles with 1.1. Missiological Research
Overall Score
60.0
Tier 1 (Task) 70%
60.0
Tier 2 (Doctrine) 20%
58.3
Tier 3 (Worldview) 10%
63.3
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

Qwen3-VL-30B-A3B-Instruct is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Instruct variant optimizes instruction-following for general multimodal tasks. It excels in perception of real-world/synthetic categories, 2D/3D spatial grounding, and long-form visual comprehension, achieving competitive multimodal benchmark results. For agentic use, it handles multi-image multi-turn instructions, video timeline alignments, GUI automation, and visual coding from sketches to debugged UI. Text performance matches flagship Qwen3 models, suiting document AI, OCR, UI assistance, spatial tasks, and agent research.

Provider

Qwen

Model ID

qwen/qwen3-vl-30b-a3b-instruct

Tests Run

1

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Insights & Analysis

Qwen3 VL 30B A3B Instruct Review

Oct 12, 2026

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
33
1.1
60
1.2
60
1.3
83
1.4
47
1.5
80
1.6
57
1.7
60
2.1
60
2.2
70
2.3
60
2.4
40
2.5
60
2.6
50
3.1
100
3.2
50
3.3
50
3.4
100
3.5
50
3.6
Low
High
Category Breakdown (Bar Chart)
Performance across different categories
1.x = Task Capability2.x = Gospel Core3.x = Worldview Confession

Recent Tests

Recent Test Runs
DateScoreVersionTier 1 (Task)Tier 2 (Gospel)Tier 3 (Worldview)Trust Tier
10/11/202660.01.0.060.058.363.3automated