Same input
Every model receives the same versioned brief and constraints.
One prompt. Every model.Real runnable results.
Cereio preserves what AI models actually build—not marketing claims, cherry-picked screenshots, or a single leaderboard number.
08Language
05Benchmark tracks
00Published benchmark runs
02Two surfaces, one archive
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Model
↗Model versions remain available after the industry moves on.
prompt.v1
010203
Prompt
↗Every model receives the same versioned brief and constraints.
Bench
↗Visual, functional, performance, and accessibility evidence.
Artifact
↗Open the runnable artifact, inspect the source, and see failures.
Benchmark tracks
A benchmark should be inspectable.
The evidence contract
A benchmark should be inspectable.
Every published run follows the same four rules.
Real output
Open the runnable artifact, inspect the source, and see failures.
Comparable evidence
Visual, functional, performance, and accessibility evidence.
Permanent history
Model versions remain available after the industry moves on.
cereio.com
Static reports, prompts, comparisons, scores, and search pages.
run.cereio.com
No-index, sandboxed bundles loaded only when a visitor requests a live preview.