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Playground vs Evals

Both Playground and Evals help you run work in Spec27, but they serve different needs.

Use Playground when you want speed​

Playground is best when you want to:

  • try a configuration quickly
  • inspect a run history for experimentation
  • generate derivative or adversarial datasets from an existing flow
  • validate that a setup is ready before using it more formally

Use Evals when you want repeatability​

Evals are best when you want to:

  • save a named evaluation setup
  • attach one or more agents to one or more specifications
  • run the same setup again later
  • review persisted results in project result views

Simple rule of thumb​

  • Playground is for exploration.
  • Evals are for named, reusable evaluation workflows.