benchmark.ai valid
benchmark.ai
Leaderboards for AI image, video, world model and SVG generation, ranked by millions of pairwise human preference votes. Open data, versioned and citable.
For agents: Leaderboards ranking AI image, video, world model and SVG generators by human preference votes; open, versioned, citable benchmark data.
ai benchmarksimage generation leaderboardvideo generation rankinghuman preference votestext-to-image models
- Authority
- 46 reach 0 · trust 10 · quality 21 · freshness 15
- Tier
- listed
- llms.txt
- https://www.benchmark.ai/llms.txt
- Sections
- 3
- Links
- 12
- Size
- 2532 bytes
- Registered
- 2017-12-16
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- Inferred actions
- Read documentation Search content Download data About these labels
- Audience
- developers · agents can: read docs, search content, download data · en
- First seen
- 2026-10-20T18:27:54.454Z
- Last checked
- 2026-10-20T18:33:17.191Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-20T18:33:03.791Z. Cached copy · Source on benchmark.ai
# benchmark.ai
> Leaderboards for AI image, video, world model and SVG generation, ranked by millions of pairwise human preference votes. Open data, versioned and citable.
Each benchmark ranks generative models on a fixed prompt set from pairwise human preference votes, fitted with a Bradley–Terry model and reported on the Elo scale with 95% confidence intervals. Every release is versioned and its votes are published on Hugging Face.
## Leaderboards
- [General image benchmark v1](https://www.benchmark.ai/image): Text-to-Image, judged on overall preference, coherence, prompt alignment. Leading now: GPT Image 2.5 (Sunburst), GPT Image 2.5 (Flare), GPT Image 2.0 (45 models ranked).
- [Camera movement benchmark v1](https://www.benchmark.ai/camera-movement): Camera Movement, judged on movement match. Leading now: Gemini Omni Flash 1.1, Wan 3.0, Happy Horse 1.1 (16 models ranked).
- [Relative camera movement benchmark v1](https://www.benchmark.ai/relative-camera-movement): Relative Camera Movement, judged on prompt alignment. Leading now: Gemini Omni Flash 1.1, Wan 3.0, Happy Horse 1.1 (16 models ranked).
- [World Model Physics benchmark v1](https://www.benchmark.ai/world-model-physics): Physics, judged on blind, with-reference. Leading now: FLUX 3 Max, Gemini Omni 1.1 Flash, MiniMax H3 (28 models ranked).
- [World Models Realism benchmark v1](https://www.benchmark.ai/world-models-realism): Realism, judged on photorealism, visual integrity. Leading now: MiniMax H3, Grok Imagine Video 1.5, Gemini Omni Flash 1.1 (18 models ranked).
- [Image-to-3D benchmark ](https://www.benchmark.ai/image-to-3d): Image-to-3D, judged on geometry, faithfulness. Leading now: Hi3D v3.0, Meshy v7.1, Meshy v7 (13 models ranked).
- [SVG generation benchmark v1](https://www.benchmark.ai/svg): SVG, judged on overall preference, coherence, prompt alignment. Leading now: quiver-arrow-2-telos, claude-opus-5.5-thinking, quiver-arrow-2 (69 models ranked).
## Methodology
- [Methodology](https://www.benchmark.ai/methodology): scoring, matchmaking, prompt curation and capability dimensions.
- [Annotator quality](https://www.benchmark.ai/annotator-quality): how human judgements are collected and filtered.
- [Updates](https://www.benchmark.ai/updates): releases, model additions and methodology changes.
## Optional
- [All benchmarks](https://www.benchmark.ai/benchmarks): live leaderboards and the rounds in preparation.
- [Datasets on Hugging Face](https://huggingface.co/rapidata): the published votes behind each release.
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