ImageBench

ImageBench V1 —

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.

local/minimax-h3-image-33b

Local

MiniMax-H3-Image is MiniMax's 33B open-weight text-to-image and editing model (a 33.1B dense single-stream diffusion transformer with the MiniMax-H3 Qwen3-VL text encoder), released November 2026 and guidance-distilled to 6 steps. Released under the MiniMax-H3-Image Community License, which does not license the model in the EU, UK, US or South Korea.

You can download the exact source code and configuration that was used to generate these images, packaged as a capsule: MiniMax-H3-Image 33B, 6 steps (diffusers) (NVIDIA GB10, 88 GB). Run it on your own machine with:

m64 m64_a970a7a75864
Maker
MiniMax
Family
MiniMax-H3
Model Size
33B
high
Cost
local run; no API price
not_applicable
Run Target
gx10/minimax-h3-image-33b
Effective Request
response_format: b64_json · size: 2048x2048 · num_inference_steps: 6 · seed: 7
53.8
Overall
62%
Capability
45.5
Est. Preference
119
Pass
73
Fail
28.1s
Avg Latency
26.1s
Min Latency
29.0s
Max Latency
Text Rendering73%Spatial Reasoning68%Human realism50%Truthfulness41%Professional Studio82%Graphical design63%Preference46%Latency2%

All 192 generations

Text Rendering73%

Typography Style100%

Writing accuracy67%

Spatial Reasoning68%

Attributes Binding89%

Compositionality78%

Counting56%

Negation67%

Relative Position75%

Scale & Proportions44%

Human realism50%

Faces & Expressions83%

Full Body8%

Hands83%

Multi-Subject0%

Truthfulness41%

Photorealism33%

Physics & Reflections58%

World Knowledge25%

Professional Studio81%

Camera & Lighting67%

Color Precision100%

Photorealism67%

Graphical design63%

Data Visualisation0%

Layout & Design56%

Style Diversity83%