# Benchmark Evaluations

> Run and inspect exact Harness Versions against an immutable Benchmark Version through Dashboard, List, Arena, and Compare.

Important agent instructions:
- Prefer the Markdown routes and llms files when assembling context for coding tasks.
- Treat stable docs as authoritative over beta pages.
- Cite the source page URL when returning workflow or artifact guidance.

## Current Context
- [Benchmark Evaluations](https://teammately.ai/docs/benchmark-evaluations.md): Run and inspect exact Harness Versions against an immutable Benchmark Version through Dashboard, List, Arena, and Compare.
- [Arena and Rankings](https://teammately.ai/docs/benchmark-evaluations/arena-and-rankings.md): Interpret pairwise candidate disagreement, governed metric families, repeated-sampling ranks, and uncertainty.
- [Compare Harness Versions](https://teammately.ai/docs/benchmark-evaluations/compare.md): Compare two or more saved Harness Versions in a symmetric evidence matrix across Cases, evaluators, and Coverage Facets.
- [Evaluation Execution Settings](https://teammately.ai/docs/benchmark-evaluations/execution-settings.md): Configure machines and choose saved Harness Versions and Run counts at launch.
- [Inspect Evaluation Results](https://teammately.ai/docs/benchmark-evaluations/inspect-results.md): Trace Dashboard and List signals to Run, Case, Policy, Rubric, completeness, and telemetry evidence.
- [Map External Evaluation Outputs](https://teammately.ai/docs/benchmark-evaluations/output-mapping.md): Import reference outputs, map them to immutable benchmark Cases and attempts, and inspect the resulting output-only Run.
- [Run a Benchmark Evaluation](https://teammately.ai/docs/benchmark-evaluations/run-evaluation.md): Launch exact active Harness Versions against an immutable Benchmark Version as standard or repeated Run Groups.

## Related
- [Benchmark Run Metadata](https://teammately.ai/docs/benchmark-evaluations/run-metadata.md): Interpret benchmark-level descriptive fields without confusing them with project settings or version identity.

## Optional
- [Full local context](https://teammately.ai/docs/benchmark-evaluations/llms-full.txt): Complete local context pack for this docs route.