| # Examples | |
| Real model output, verbatim from benchmark runs, the same task answered by the same model | |
| with no skill (`## Without Ponytail`) and with ponytail (`## With Ponytail`), so you can | |
| compare side by side. Model: Claude Haiku 4.5, temperature 1, source `benchmarks/output.json`. | |
| These are not hand-written. Reproduce them yourself: | |
| `npx promptfoo@latest eval -c benchmarks/promptfooconfig.yaml`. Method, all three models, and | |
| median-of-10 numbers: [../benchmarks/](../benchmarks/). | |
| | Example | Without (LOC) | With (LOC) | | |
| |---|--:|--:| | |
| | [Email Validation](email-validation.md) | 75 | 3 | | |
| | [Debounce](debounce.md) | 116 | 10 | | |
| | [CSV Sum](csv-sum.md) | 20 | 3 | | |
| | [Countdown Timer](react-countdown.md) | 267 | 9 | | |
| | [Rate Limiting](rate-limit.md) | 128 | 10 | | |