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bench/lang

Python

cpython 3.13.5

#18
Overall rank
29.84×
Score
17/17
Problems covered
0
Did not finish

Best result per problem

ProblemRankCodeTimePeak mem
binarytrees#17 of 191.py3.72s39.7MB
coro-prime-sieve#11 of 191.py1.45s24.5MB
edigits#10 of 191.py228ms11.4MB
fannkuch-redux#17 of 191.py40.35s7.6MB
fasta#16 of 191.py2.03s7.5MB
http-server#16 of 191.py1.10s30.8MB
json-serde#14 of 191.py1.31s221.1MB
knucleotide#17 of 183.py5.44s51.4MB
lru#18 of 191.py1.60s8.5MB
mandelbrot#18 of 191.py57.10s11.5MB
merkletrees#19 of 191.py13.86s121.2MB
nbody#18 of 191.py13.17s7.6MB
nsieve#17 of 192.py3.07s632.5MB
pidigits#9 of 194.py1.37s8.3MB
regex-redux#13 of 181.py2.88s210.9MB
secp256k1#10 of 191.py2.05s7.6MB
spectral-norm#19 of 198.py348.82s15.2MB

Head to head

Python is faster on 0 of 17 shared problems

ProblemPythonC++Faster by
binarytrees3.72s649msC++ 5.73×
coro-prime-sieve1.45s53msC++ 27.16×
edigits228ms24msC++ 9.48×
fannkuch-redux40.35s1.76sC++ 22.93×
fasta2.03s242msC++ 8.37×
http-server1.10s27msC++ 40.40×
json-serde1.31s327msC++ 4.00×
knucleotide5.44s275msC++ 19.76×
lru1.60s96msC++ 16.59×
mandelbrot57.10s758msC++ 75.31×
merkletrees13.86s300msC++ 46.13×
nbody13.17s118msC++ 112.10×
nsieve3.07s276msC++ 11.12×
pidigits1.37s180msC++ 7.61×
regex-redux2.88s658msC++ 4.38×
secp256k12.05s430msC++ 4.78×
spectral-norm348.82s1.32sC++ 264.07×

Over time

Overall score after each run on Apple M5 laptop. Lower is faster.

Python overall score per run
Python overall score per run
RunPython
Oct 19, 202611.13×
Oct 20, 202629.84×
Oct 20, 202629.84×
Recent runs, newest first
RunVersionRankScoreChange
Oct 20, 2026cpython 3.13.5#1829.84×no change
Oct 20, 2026cpython 3.13.5#1829.84×168.1% slower
Oct 19, 2026cpython 3.13.5#1211.13×–