Polynomial evaluation

scientific · numeric_computing
Evaluate an integer polynomial at many points using Horner's method.

🏆 Winner

codon-system with a warm median of 1.1966 ms — 1.63x faster than pyvorin-project-venv (38.8% quicker)

Adapter Comparison

Comparison chart for scientific.polynomial_eval

Latest Results by Adapter

Adapter Warm median ms Warm mean ms Cold median ms Success
codon-system 🏆 1.1966 1.1889 1.1480 100%
pyvorin-project-venv 1.9554 2.1296 2.9045 100%
pypy3-system 2.4259 2.4424 7.3179 100%
cpython-system 22.7092 23.2680 20.8163 100%
graalpy-system 40.8589 34.1695 144.5733 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
small · 3 snapshots
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Recent Snapshots

Recorded at Adapter Parameter set Warm median ms Success rate
2026-07-19 12:39:15.234911 pyvorin-project-venv small 1.9554 100%
2026-07-19 12:34:20.450433 pypy3-system small 2.4259 100%
2026-07-19 12:33:39.033046 graalpy-system small 40.8589 100%
2026-07-19 12:30:56.358396 cpython-system small 22.7092 100%
2026-07-19 12:29:37.958978 codon-system small 1.1966 100%
2026-07-19 09:17:44.626280 pyvorin-project-venv small 1.5376 100%
2026-07-19 09:12:59.154237 pypy3-system small 2.4640 100%
2026-07-19 09:12:18.851351 graalpy-system small 36.5963 100%
2026-07-19 09:08:40.804313 cpython-system small 22.4595 100%
2026-07-19 09:05:33.045425 pypy3-system small 2.6814 100%
2026-07-19 09:04:51.988557 graalpy-system small 16.9080 100%
2026-07-19 09:02:15.110337 cpython-system small 23.8329 100%
2026-07-19 09:00:48.953962 codon-system small 0.0000 0%
2026-07-19 08:03:32.946159 pyvorin-project-venv small 1.5452 100%
2026-07-19 07:56:44.456550 cpython-system small 22.0462 100%