Trapezoidal integral

numerical · numeric_integration
Approximate the integral of x^2 using the trapezoid rule with integer arithmetic.

🏆 Winner

pyvorin-project-venv with a warm median of 0.0365 ms — 1.80x faster than codon-system (44.3% quicker)

Adapter Comparison

Comparison chart for numerical.trapezoidal_integral

Latest Results by Adapter

Adapter Warm median ms Warm mean ms Cold median ms Success
pyvorin-project-venv 🏆 0.0365 0.0367 0.1185 100%
codon-system 0.0655 0.0697 0.0648 100%
pypy3-system 0.0989 0.1001 1.4571 100%
cpython-system 9.2669 10.1163 9.1450 100%
graalpy-system 10.2208 9.6625 8.2652 100%

Trend Series

codon-system
small · 2 snapshots
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cpython-system
small · 4 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
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Recent Snapshots

Recorded at Adapter Parameter set Warm median ms Success rate
2026-07-19 12:39:15.265999 pyvorin-project-venv small 0.0365 100%
2026-07-19 12:34:20.474296 pypy3-system small 0.0989 100%
2026-07-19 12:33:39.054242 graalpy-system small 10.2208 100%
2026-07-19 12:30:56.384532 cpython-system small 9.2669 100%
2026-07-19 12:29:37.980791 codon-system small 0.0655 100%
2026-07-19 09:17:44.646588 pyvorin-project-venv small 0.0338 100%
2026-07-19 09:12:59.173729 pypy3-system small 0.0942 100%
2026-07-19 09:12:18.872039 graalpy-system small 12.3568 100%
2026-07-19 09:08:40.823369 cpython-system small 12.1034 100%
2026-07-19 09:05:33.061930 pypy3-system small 0.1057 100%
2026-07-19 09:04:52.005816 graalpy-system small 8.4681 100%
2026-07-19 09:02:15.126848 cpython-system small 11.1213 100%
2026-07-19 09:00:48.969427 codon-system small 0.0000 0%
2026-07-19 08:03:32.960684 pyvorin-project-venv small 0.0328 100%
2026-07-19 07:56:44.471900 cpython-system small 8.9375 100%