# Benchmarks and versions

> Understand benchmarks, benchmark versions, snapshots, and why versioned measurement matters.

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
- [Benchmarks and versions](https://teammately.ai/docs/concepts/benchmarks-and-versions.md): Understand benchmarks, benchmark versions, snapshots, and why versioned measurement matters.
- [Benchmarks](https://teammately.ai/docs/coverage-engineering/benchmarks.md): Create and manage benchmark sets that measure important AI product behavior.
- [Benchmark snapshots](https://teammately.ai/docs/coverage-engineering/benchmark-snapshots.md): Freeze a benchmark into a version so every run measures the same cases and judgment rules.
- [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.
- [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.

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