Your data, your rubrics, your insight

Reproducible LLM evaluation that runs on your infrastructure. Prompts, rubrics, and judgments stay under your roof — nothing hits the cloud.

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Self-Hosted

Your infra, your rules

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Versioned Rubrics

Pin criteria to each eval

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Multi-Model

Side-by-side judging

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Human Review

Layer expert oversight

Model Rankings

Aggregate scores from rubric-pinned evaluations on this instance

Reproducible by Design

Every evaluation is pinned to a rubric version, a prompt, and a model config. Re-run it next month — get the same setup.

1

Version Your Rubrics

Define weighted scoring criteria and lock them to a version. When your rubric evolves, past evaluations stay pinned to the original.

2

Run Models Side-by-Side

Send the same prompt to multiple LLMs in parallel. Compare scores, latency, and reasoning on your own hardware or cloud.

3

Layer Human Review

Optionally add expert judgment over model outputs. Spot disagreements, pick the best response, and build gold-standard datasets.

Ship evaluations that stay on your terms

Self-host on any VPS, connect your own API keys, and keep every prompt, rubric, and judgment under your roof.