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/microsoft/mai-image-2.5

API

MAI-Image-2.5 is Microsoft AI’s flagship photorealistic text-to-image and editing model, built for high-quality generation and controllable, identity-preserving edits at production scale. Strong at readable embedded text, composition, and studio/product visuals; ships a faster MAI-Image-2.5-Flash variant. Places top-3 on Arena.ai T2I. Note: a strict content filter refuses some benign prompts (e.g. involving children).

Maker
Microsoft
Family
MAI-Image
Model Size
not disclosed
unknown
Cost
~$0.05 / image
medium
Run Target
fal/microsoft/mai-image-2.5
Effective Request
aspect_ratio: 1:1 · num_images: 1 · output_format: png
65.6vs65.7
Overall
70%vs65%
Capability
60.9vs66.8
Est. Preference
147.4svs25.4s
Avg Latency
Text Rendering93%80%Spatial Reasoning81%77%Human realism36%33%Truthfulness56%44%Professional Studio93%85%Graphical design83%79%Preference61%67%Latency0%5%

All 192 generations

Text Rendering100%vs86%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

Typography Style100%vs100%

Writing accuracy100%vs82%

Spatial Reasoning81%vs79%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

Attributes Binding89%vs89%

Compositionality89%vs89%

Counting78%vs56%

Negation100%vs78%

Relative Position67%vs83%

Scale & Proportions67%vs75%

Human realism36%vs35%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

Faces & Expressions75%vs91%

Full Body17%vs0%

Hands8%vs0%

Multi-Subject50%vs67%

Truthfulness56%vs44%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

Photorealism67%vs67%

Physics & Reflections58%vs42%

World Knowledge50%vs42%

Professional Studio93%vs85%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

Camera & Lighting83%vs75%

Color Precision100%vs92%

Photorealism100%vs100%

Graphical design83%vs83%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

Data Visualisation67%vs33%

Layout & Design89%vs89%

Style Diversity83%vs91%

Unknown0%

fal/bytedance/seedream-v5-profal/microsoft/mai-image-2.5

General0%