ImageBench

vs

192 evaluations across 6 categories

Benchmark V1 verdicts are produced by VLM judges and can contain mistakes. Treat PASS/FAIL labels as machine-assisted assessments, and inspect the images yourself. Learn more about the methodology.

Generation Details

Source-backed model context, size, cost, and request settings for this ImageBench V1 run.

fal/bytedance/seedream-v5-pro

API

Seedream 5.0 Pro is ByteDance Seed's flagship Seedream 5.0 text-to-image model, generating high-resolution images with strong prompt adherence; served here through fal.

Maker
ByteDance Seed
Family
Seedream 5.0
Model Size
not disclosed
unknown
Cost
from $0.0675 / image
medium
Run Target
fal/bytedance/seedream/v5/pro/text-to-image
Effective Request
seed: 7

fal/qwen-image-2-pro

API

Qwen Image 2.0 Pro is Alibaba's Qwen (Tongyi Lab) flagship hosted text-to-image model, a top-10 model on the Artificial Analysis image arena known for best-in-class typography, infographics, and poster/layout rendering. Distinct from the older local Qwen-Image checkpoint on this board; released ~April 2026.

Maker
Alibaba (Qwen)
Family
Qwen Image 2.0
Model Size
not disclosed
unknown
Cost
$0.075 / image
high
Run Target
fal/fal-ai/qwen-image-2/pro/text-to-image
Effective Request
image_size: square_hd · seed: 7
68.0vs66.9
Overall
75%vs71%
Capability
60.9vs63.1
Est. Preference
147.4svs12.8s
Avg Latency
Text Rendering93%100%Spatial Reasoning81%75%Human realism57%38%Truthfulness56%59%Professional Studio93%93%Graphical design83%88%Preference61%63%Latency0%25%

All 192 generations

Text Rendering100%vs100%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

Typography Style100%vs100%

Writing accuracy100%vs100%

Spatial Reasoning81%vs75%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

Attributes Binding89%vs89%

Compositionality89%vs89%

Counting78%vs67%

Negation100%vs89%

Relative Position67%vs83%

Scale & Proportions67%vs33%

Human realism57%vs38%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

Faces & Expressions75%vs92%

Full Body17%vs17%

Hands83%vs0%

Multi-Subject50%vs50%

Truthfulness56%vs59%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

Photorealism67%vs33%

Physics & Reflections58%vs50%

World Knowledge50%vs75%

Professional Studio93%vs93%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

Camera & Lighting83%vs83%

Color Precision100%vs100%

Photorealism100%vs100%

Graphical design83%vs88%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

Data Visualisation67%vs67%

Layout & Design89%vs78%

Style Diversity83%vs100%

Unknown0%

fal/bytedance/seedream-v5-profal/qwen-image-2.0-pro

General0%