Prompt Diff and Evaluator

Compare two prompts and get an evaluation checklist.

Result
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What the Prompt Diff and Evaluator — Free Online Tool does

The Prompt Diff and Evaluator is a browser page for comparing prompt variants side by side and judging which one produces better responses for a given task. It is aimed at prompt engineers and product teams iterating on instructions who want a structured comparison instead of ad-hoc edits. The page frames the evaluation workflow: define the task, run both prompts on identical inputs and score the outputs against explicit criteria. Subjective quality still needs human review.

How to use it

  1. Open the Prompt Diff and Evaluator.
  2. Write the current prompt and a variant, changing one variable at a time.
  3. Run both prompts on the same set of test inputs.
  4. Compare outputs against criteria such as correctness, format and tone.
  5. Record which version wins and why, then keep it and repeat with the next change.

FAQ

What should I change between variants?

One thing at a time: a system instruction, an example, a format rule or a sampling setting. Changing several at once makes it impossible to tell which edit caused the difference.

How should I score the outputs?

Use a short rubric covering correctness, format adherence, tone and length, plus practical measures such as latency and token cost. Score the same inputs for both prompts before comparing.

Can an LLM judge prompts automatically?

It can help triage large batches, but models carry position and verbosity biases. Use automated scoring as a first pass and keep human review for subjective or high-stakes output.

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