Free tools

Free tools for faster benchmarking

Ready-made resources you can use today to plan, run, and communicate your LLM benchmarks. No signup needed—just grab what helps and share with your team.

Template

Benchmark checklist

A step-by-step checklist to scope datasets, judges, and reporting so runs are reproducible.

Prompts

Judge prompt starter

A starter prompt for LLM-as-judge with slots for scoring rubric, tie-breakers, and bias guards.

Reporting

Sharing template

A lightweight slide/table outline to summarize results, deltas, caveats, and recommendations.

More tools coming

Want a specific template or judge prompt? Tell us and we’ll add it to the library.