CSV parse

data_processing · csv_parsing
CSV parse workload.

← All workloads Trends

🏆 Winner

pyvorin-project-venv with a warm median of 0.0945 ms — 2.31x faster than cpython-system (56.8% quicker)

Adapter Comparison

Comparison chart for data_processing.csv_parse

Latest Results by Adapter

Adapter Warm median ms Warm mean ms Cold median ms Success
pyvorin-project-venv 🏆 0.0945 0.1072 1.4437 100%
cpython-system 0.2186 0.2249 0.2780 100%
pypy3-system 0.7077 0.7059 2.2481 100%
codon-system 0.9563 0.9751 0.4172 100%
graalpy-system 1.2412 1.3041 1.3730 100%

Trend Series

codon-system
small · 8 snapshots
Trend chart View trend →
cpython-system
small · 21 snapshots
Trend chart View trend →
graalpy-system
small · 9 snapshots
Trend chart View trend →
pypy3-system
small · 9 snapshots
Trend chart View trend →
pyvorin-project-venv
small · 20 snapshots
Trend chart View trend →

Recent Snapshots

Recorded at Adapter Parameter set Warm median ms Success rate
2026-07-19 12:39:15.152742 pyvorin-project-venv small 0.0945 100%
2026-07-19 12:34:20.387578 pypy3-system small 0.7077 100%
2026-07-19 12:33:38.964623 graalpy-system small 1.2412 100%
2026-07-19 12:30:56.297478 cpython-system small 0.2186 100%
2026-07-19 12:29:37.900652 codon-system small 0.9563 100%
2026-07-19 09:17:44.572951 pyvorin-project-venv small 0.0852 100%
2026-07-19 09:12:59.102936 pypy3-system small 0.9872 100%
2026-07-19 09:12:18.798708 graalpy-system small 1.6470 100%
2026-07-19 09:08:40.752928 cpython-system small 0.2074 100%
2026-07-19 09:05:33.002060 pypy3-system small 0.6706 100%
2026-07-19 09:04:51.943944 graalpy-system small 1.2492 100%
2026-07-19 09:02:15.066096 cpython-system small 0.2295 100%
2026-07-19 09:00:48.913774 codon-system small 0.0000 0%
2026-07-19 08:03:32.908405 pyvorin-project-venv small 0.0866 100%
2026-07-19 07:56:44.414278 cpython-system small 0.2121 100%
2026-07-19 07:46:57.850357 pyvorin-project-venv small 0.0951 100%
2026-07-19 07:43:34.913448 cpython-system small 0.2193 100%
2026-07-19 01:08:37.747760 pyvorin-project-venv small 0.1049 100%
2026-07-19 01:05:29.203147 cpython-system small 0.2267 100%
2026-07-19 00:53:31.181974 pyvorin-project-venv small 0.0950 100%
2026-07-19 00:50:21.177908 cpython-system small 0.2466 100%
2026-07-19 00:43:38.784679 pyvorin-project-venv small 0.0897 100%
2026-07-19 00:40:28.839605 cpython-system small 0.2170 100%
2026-07-19 00:30:42.952338 pyvorin-project-venv small 0.0878 100%
2026-07-19 00:27:30.516397 cpython-system small 0.2218 100%
2026-07-18 23:54:34.511672 pyvorin-project-venv small 0.0975 100%
2026-07-18 23:52:05.986025 cpython-system small 0.3448 100%
2026-07-18 23:51:29.079254 pyvorin-project-venv small 0.0864 100%
2026-07-18 23:50:43.315280 cpython-system small 0.2178 100%
2026-07-18 21:55:18.565195 codon-system small 0.0000 0%
2026-07-18 21:44:42.740927 pyvorin-project-venv small 0.1012 100%
2026-07-18 21:43:54.560458 cpython-system small 0.2144 100%
2026-07-18 21:38:47.048737 graalpy-system small 1.3298 100%
2026-07-18 21:38:31.417091 pypy3-system small 0.6709 100%
2026-07-18 21:38:27.039045 pyvorin-project-venv small 0.0900 100%
2026-07-18 21:38:03.123551 cpython-system small 0.2256 100%
2026-07-18 21:37:52.708883 pyvorin-project-venv small 0.0929 100%
2026-07-18 21:37:30.189480 cpython-system small 0.2190 100%
2026-07-18 21:37:05.656000 pyvorin-project-venv small 0.0890 100%
2026-07-18 21:36:56.282438 cpython-system small 0.2928 100%
2026-07-18 21:20:55.808464 pyvorin-project-venv small 0.0851 100%
2026-07-18 21:20:39.254325 cpython-system small 0.2605 100%
2026-07-18 21:17:28.481587 pypy3-system small 0.6686 100%
2026-07-18 21:17:20.471105 graalpy-system small 1.2991 100%
2026-07-18 21:16:50.225138 codon-system small 0.0000 0%
2026-07-18 20:43:47.262714 pyvorin-project-venv small 0.0837 100%
2026-07-18 20:43:00.627614 cpython-system small 0.2270 100%
2026-07-18 18:04:36.574988 pyvorin-project-venv small 0.0937 100%
2026-07-18 18:04:25.058970 codon-system small 0.7246 100%
2026-07-18 18:03:52.525836 graalpy-system small 1.3169 100%
2026-07-18 18:03:46.058028 pypy3-system small 0.6735 100%
2026-07-18 18:03:44.253531 cpython-system small 0.2106 100%
2026-07-18 17:45:44.100201 pyvorin-project-venv small 0.0900 100%
2026-07-18 17:45:32.997317 codon-system small 0.7333 100%
2026-07-18 17:45:00.545194 graalpy-system small 1.3436 100%
2026-07-18 17:44:54.088025 pypy3-system small 0.7003 100%
2026-07-18 17:44:52.287397 cpython-system small 0.2136 100%
2026-07-18 17:42:45.291777 pyvorin-project-venv small 0.1024 100%
2026-07-18 17:42:34.079262 codon-system small 0.9060 100%
2026-07-18 17:42:02.243339 graalpy-system small 1.6623 100%
2026-07-18 17:41:55.275592 pypy3-system small 0.7369 100%
2026-07-18 17:41:53.455025 cpython-system small 0.2177 100%
2026-07-18 17:37:08.267957 pyvorin-project-venv small 0.0955 100%
2026-07-18 17:36:56.422836 codon-system small 0.8295 100%
2026-07-18 17:36:24.120742 graalpy-system small 1.3678 100%
2026-07-18 17:36:16.085307 pypy3-system small 0.9429 100%
2026-07-18 17:36:14.008044 cpython-system small 0.3646 100%