automate / ~40 MIN / 3 STEPS

Choose a model for your actual task

Compare outputs on a fixed prompt set instead of relying on a universal leaderboard.

Timings are estimates, not measured benchmarks. Check each provider’s current setup requirements and review the output before using it. Our process

Freeze the prompt set

Use representative tasks and document success and failure criteria.

Record exact provider, model version, parameters, tokens, latency, and cost.

Score using the rubric, publish the methodology, and retain the underlying artifacts.

YOUR HUMAN CHECKPOINT

Blind-review the outputs and record failure cases before choosing a model.

Otool

Access multiple model providers through a shared API surface.

AI infrastructure

Usage-basedNot yet reviewed

Ltool

Trace and evaluate language-model application behavior.

AI observability

Free tierNot yet reviewed