Eval Leaderboard
Evaluation runs in a real table: rank by any metric in its own direction, see intervals where your evaluator reports them, and read the dataset and sample size behind each score. Missing measures are dashes, never zeros, ties share a rank, and runs on different datasets are flagged as not one experiment.
Ready for AI tools one file typed props installs by name prompt included
The decision inside it
It never claims a winner it cannot prove
With overlapping intervals the leaders are called too close to call, and with no intervals the table says small gaps may not be real.
Installation
How you get it
Paste this into Claude Code, Cursor, Codex or any coding agent. It installs the file and uses it as it is, instead of writing a new one.
Use Layro's Eval Leaderboard for this.
Install it: npx shadcn@latest add @layro/eval-leaderboard
Import it from @/components/ui/eval-leaderboard.
Do not rewrite or restyle it. Pass my data through its props
and keep its built-in states.For the full brief with every prop and the mistakes assistants usually make, use Copy prompt above. Pro components install through the @layro registry with your CLI token: see the Namespaced tab.
API
“Copy prompt” above puts a full brief on your clipboard — install command, dependencies, props, and the mistakes an assistant usually makes with this component.
Props
Read from the component’s own TypeScript interface when the site is built, so this table cannot drift from the file you install.
| Prop | Type | Notes |
|---|---|---|
runsrequired | EvaluationRun[] | — |
metricDefinitions | MetricDefinition[] | Columns, in order. Default: every metric found on the runs. |
rankBy | string | The metric the ranking follows. Controlled. |
defaultRankBy | string | — |
onMetricSort | (key: string) => void | — |
selectedRunId | string | null | — |
onRunSelect | (run: EvaluationRun | null) => void | — |
onOpenRun | (run: EvaluationRun) => void | Adds "Open run" to the details. |
currency | string | Currency for `currency` metrics. Default USD. |
Dependencies
npm packages
clsxframer-motionlucide-reacttailwind-mergeLayro foundations, installed alongside it
layro-themebadgebuttonstateLifetime access
Every component, and everything we ship next.
- All 112 components, source included
- The template, and everything released after you buy
- shadcn CLI or download — React 18/19, Tailwind v4
- One payment. No subscription.
More in RAG & Evals
All RAG & Evals components
Output Validator
PaidA model's JSON checked against its schema, with each problem on its field.
Included with lifetime access
Evidence Map
PaidClaims and sources joined by what supports, contradicts or only gives context.
Included with lifetime access
Data Lineage
PaidWhere an AI output came from, and which upstream data is stale or missing.
Included with lifetime access
Retrieval Inspector
PaidWhat the retriever found for a question, and which chunks reached the model.
Included with lifetime access
Citation Verification
PaidEach claim in an answer beside the evidence, with a verdict a person can set.
Included with lifetime access
Ingestion Pipeline
PaidFiles going into a knowledge base, each with its own chain of steps.
Included with lifetime access