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Create an evaluation

An evaluation is a named set of test cases plus the scorers that decide pass or fail. You will create one, add a couple of cases, and pick a scorer.

Step 1 — Open evaluations

In the sidebar, click Evaluations, then New evaluation. A screenshot of the Evaluations list with the New evaluation button highlighted.

Step 2 — Name it

Give the evaluation a name that says what it checks, for example checkout-assistant-hallucination. Add a short description. Click Create. A screenshot of the New evaluation dialog with a name and description.

Step 3 — Pick a model and scorer

On the evaluation page:
  1. Under Model, choose the model this eval runs against.
  2. Under Scorers, add at least one. Start with a deterministic scorer (for example, “output contains the order ID”) before reaching for an LLM judge.
Model-backed scorers need a connected provider key.

Step 4 — Add cases

Go to the Test cases tab and add your first cases. See Add test cases.

Up next

Run the evaluation and read the report.