CSV line tokenizer

parsing · csv_parsing
Tokenize a simple comma-separated record into fields.

🏆 Winner

pypy3-system with a warm median of 0.4060 ms — 2.41x faster than cpython-system (58.6% quicker)

Adapter Comparison

Comparison chart for parsing.csv_tokenize

Latest Results by Adapter

Adapter Warm median ms Warm mean ms Cold median ms Success
pypy3-system 🏆 0.4060 0.4715 1.8989 100%
cpython-system 0.9805 0.9869 1.0492 100%
pyvorin-project-venv 1.2213 1.2145 2.3600 100%
codon-system 3.6368 3.7594 4.1485 100%
graalpy-system 7.0657 7.0132 17.7909 100%

Trend Series

codon-system
small · 2 snapshots
Trend chart View trend →
cpython-system
small · 9 snapshots
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graalpy-system
small · 3 snapshots
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pypy3-system
small · 3 snapshots
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pyvorin-project-venv
small · 8 snapshots
Trend chart View trend →

Recent Snapshots

Recorded at Adapter Parameter set Warm median ms Success rate
2026-07-19 12:39:15.207366 pyvorin-project-venv small 1.2213 100%
2026-07-19 12:34:20.429061 pypy3-system small 0.4060 100%
2026-07-19 12:33:39.009882 graalpy-system small 7.0657 100%
2026-07-19 12:30:56.339018 cpython-system small 0.9805 100%
2026-07-19 12:29:37.938741 codon-system small 3.6368 100%
2026-07-19 09:17:44.608615 pyvorin-project-venv small 1.2121 100%
2026-07-19 09:12:59.136708 pypy3-system small 0.4073 100%
2026-07-19 09:12:18.832779 graalpy-system small 10.2213 100%
2026-07-19 09:08:40.787184 cpython-system small 1.0448 100%
2026-07-19 09:05:33.030851 pypy3-system small 0.4074 100%
2026-07-19 09:04:51.973186 graalpy-system small 6.8937 100%
2026-07-19 09:02:15.095649 cpython-system small 1.0021 100%
2026-07-19 09:00:48.940996 codon-system small 0.0000 0%
2026-07-19 08:03:32.933450 pyvorin-project-venv small 1.2234 100%
2026-07-19 07:56:44.442525 cpython-system small 1.2001 100%
2026-07-19 07:46:57.877528 pyvorin-project-venv small 0.8590 100%
2026-07-19 07:43:34.937643 cpython-system small 0.9596 100%
2026-07-19 01:08:37.770402 pyvorin-project-venv small 1.9509 100%
2026-07-19 01:05:29.226834 cpython-system small 1.0330 100%
2026-07-19 00:53:31.205764 pyvorin-project-venv small 1.2457 100%
2026-07-19 00:50:21.199579 cpython-system small 1.0018 100%
2026-07-19 00:43:38.807480 pyvorin-project-venv small 1.2509 100%
2026-07-19 00:40:28.874557 cpython-system small 1.2184 100%
2026-07-19 00:30:42.980762 pyvorin-project-venv small 1.5553 100%
2026-07-19 00:27:30.535656 cpython-system small 1.0043 100%