Top-N selection
etl · aggregation
Select the largest N values from a list by repeated linear scans.
🏆 Winner
pyvorin-project-venv with a warm median of 0.0209 ms — 4.83x faster than codon-system (79.3% quicker)
Adapter Comparison
Latest Results by Adapter
| Adapter | Warm median ms | Warm mean ms | Cold median ms | Success |
|---|---|---|---|---|
| pyvorin-project-venv 🏆 | 0.0209 | 0.0194 | 6.5286 | 100% |
| codon-system | 0.1009 | 0.1075 | 0.0904 | 100% |
| pypy3-system | 0.2211 | 0.2383 | 1.2977 | 100% |
| cpython-system | 0.2402 | 0.2731 | 0.2631 | 100% |
| graalpy-system | 1.0814 | 0.9433 | 0.7325 | 100% |
Trend Series
Recent Snapshots
| Recorded at | Adapter | Parameter set | Warm median ms | Success rate |
|---|---|---|---|---|
| 2026-07-19 12:39:15.252304 | pyvorin-project-venv | small | 0.0209 | 100% |
| 2026-07-19 12:34:20.463558 | pypy3-system | small | 0.2211 | 100% |
| 2026-07-19 12:33:39.044911 | graalpy-system | small | 1.0814 | 100% |
| 2026-07-19 12:30:56.369885 | cpython-system | small | 0.2402 | 100% |
| 2026-07-19 12:29:37.971278 | codon-system | small | 0.1009 | 100% |
| 2026-07-19 09:17:44.637355 | pyvorin-project-venv | small | 0.0131 | 100% |
| 2026-07-19 09:12:59.165100 | pypy3-system | small | 0.4946 | 100% |
| 2026-07-19 09:12:18.862769 | graalpy-system | small | 0.6564 | 100% |
| 2026-07-19 09:08:40.814532 | cpython-system | small | 0.2486 | 100% |
| 2026-07-19 09:05:33.054509 | pypy3-system | small | 0.4292 | 100% |
| 2026-07-19 09:04:51.997684 | graalpy-system | small | 0.6811 | 100% |
| 2026-07-19 09:02:15.119707 | cpython-system | small | 0.2517 | 100% |
| 2026-07-19 09:00:48.962465 | codon-system | small | 0.0000 | 0% |
| 2026-07-19 08:03:32.954156 | pyvorin-project-venv | small | 0.0134 | 100% |
| 2026-07-19 07:56:44.464937 | cpython-system | small | 0.2526 | 100% |