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Viewing Evaluation Results

Overview​

Once your evaluation completes, Agenta provides comprehensive views to analyze the results and understand your LLM application's performance.

Overview evaluation tab​

The main view offers an aggregated summary of results.

  • Average score per evaluator for each variant/test set combination
  • Average latency
  • Total cost
  • Creation date

Test cases evaluation tab​

The test cases evaluation tab provides a detailed view of each test case.

The evaluation table columns show:

  • Inputs: The input data from your test set
  • Reference Answers: The expected/correct answers used by evaluators
  • LLM Output: The actual output from your application
  • Evaluator Results: Scores or boolean values from each evaluator
  • Cost: The cost of running this test case
  • Latency: How long the test case took to execute

If you click on a test case, you will see a drawer with the full output and the evaluator results.

Prompt configuration tab​

The prompt configuration tab shows the prompt configuration used for this evaluation.

Exporting results​

Export your evaluation results for further analysis:

  1. Click the Export button on the evaluation detail page
  2. Choose CSV format
  3. Open in your preferred analysis tool (Excel, Python, R, etc.)

Next steps​