Prompt Comparison

GPTClaudeDeepSeek··▲ 1,115 copies·updated 2026-07-14

prompt-comparison-2.prompt

# Prompt Comparison Recipe

## Goal
Compare prompt versions objectively and pick the best one for production.

## Metric Ideas
- task success rate
- format validity rate
- refusal correctness rate
- latency and token cost deltas

## Sample Workflow
1. Freeze an evaluation set with representative queries.
2. Run Prompt A and Prompt B on the same set.
3. Score outputs with the same rubric/validator.
4. Compare quality, cost, and latency side by side.
5. Promote only if thresholds improve without regressions.

## Simple Python Example

when to use it

Community prompt sourced from the open-source GitHub repo decided-indication109/AI-Engineer-in-90-Days (MIT). A "Prompt Comparison" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.