Programming Language and compiler
Benchmarks

Results for 38 of 40 languages from this run on actest1.

Unavailable in this run: Hack, Lisp. Follow the run link for failure details.

Python VS Javascript benchmarks

Current benchmark data was generated on Sun Sep 27 2026, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] Intel(R) Core(TM) i7-3687U CPU @ 2.10GHz (Model 58)

* -m in a file name stands for multi-threading or multi-processing

* -i in a file name stands for direct intrinsics usage. (Usage of simd intrinsics via libraries is not counted)

* -ffi in a file name stands for non-stdlib FFI usage

* (You may find time < time(user) + time(sys) for some non-parallelized programs, the overhead is from GC or JIT compiler, which are allowed to take advantage of multi-cores as that's more close to real-world scenarios.)

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.js 1265ms 52ms 166.7MB 1970ms 113ms bun 1.4.2
javascript 1.js 1464ms 5.7ms 446.7MB 1510ms 173ms node 24.21.0
python 1.py 11298ms 16ms 42.2MB 11140ms 137ms cpython 3.12.3

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 127ms 3.1ms 40.8MB 153ms 17ms bun 1.4.2
javascript 1.js 192ms 4.0ms 81.8MB 210ms 23ms node 24.21.0
python 1.py 1013ms 82ms 14.0MB 993ms 3ms cpython 3.12.3

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 2468ms 28ms 43.1MB 2477ms 43ms bun 1.4.2
javascript 1.js 2691ms 14ms 190.8MB 2690ms 103ms node 24.21.0
python 1.py 65184ms 117ms 29.0MB 65137ms 23ms cpython 3.12.3

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 154ms 0.2ms 34.1MB 153ms 0ms bun 1.4.2
javascript 1.js 263ms 13ms 74.4MB 257ms 27ms node 24.21.0
python 1.py 1188ms 13ms 25.0MB 1167ms 7ms cpython 3.12.3

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 194ms 4.1ms 46.0MB 183ms 13ms bun 1.4.2
javascript 1.js 436ms 3.9ms 65.7MB 463ms 23ms node 24.21.0
python 1.py 786ms 5.0ms 15.6MB 770ms 0ms cpython 3.12.3

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 78ms 4.2ms 37.9MB 77ms 0ms bun 1.4.2
javascript 1.js 200ms 3.9ms 63.4MB 197ms 13ms node 24.21.0
python 1.py 290ms 1.1ms 14.8MB 273ms 7ms cpython 3.12.3

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 5-m.py 4266ms 218ms 18.4MB 7193ms 1040ms cpython 3.12.3
python 1.py 6168ms 31ms 10.1MB 6150ms 7ms cpython 3.12.3

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 648ms 13ms 10.1MB 633ms 3ms cpython 3.12.3
python 5-m.py 719ms 17ms 18.5MB 943ms 193ms cpython 3.12.3

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 6.7ms 1.0ms 12.5MB 0ms 0ms bun 1.4.2
python 1.py 24ms 2.6ms 10.2MB 16ms 0ms cpython 3.12.3
javascript 1.js 53ms 4.8ms 50.0MB 36ms 6ms node 24.21.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.bun.js 143ms 5.9ms 42.1MB 117ms 150ms bun 1.4.2
python 1.py 2680ms 37ms 40.0MB 2783ms 1070ms cpython 3.12.3
javascript 1.js 8321ms 382ms 436.9MB 8977ms 2950ms node 24.21.0

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.bun.js 55ms 4.6ms 32.7MB 27ms 60ms bun 1.4.2
javascript 1.js 598ms 0.6ms 88.9MB 587ms 117ms node 24.21.0
python 1.py 1650ms 27ms 34.6MB 1280ms 217ms cpython 3.12.3

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 88ms 26ms 41.9MB 67ms 10ms bun 1.4.2
javascript 1.js 148ms 0.2ms 79.7MB 143ms 17ms node 24.21.0
python 1.py 386ms 2.2ms 42.1MB 353ms 17ms cpython 3.12.3

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 467ms 4.8ms 134.4MB 510ms 43ms bun 1.4.2
javascript 1.js 803ms 52ms 256.3MB 867ms 133ms node 24.21.0
python 1.py 2449ms 9.2ms 224.6MB 2347ms 83ms cpython 3.12.3

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 3-m.py 10152ms 192ms 39.2MB 38327ms 140ms cpython 3.12.3

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 3-m.py 1341ms 2.3ms 19.9MB 4197ms 93ms cpython 3.12.3

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 2.js 327ms 4.8ms 57.4MB 387ms 17ms bun 1.4.2
javascript 2.js 348ms 6.4ms 65.3MB 340ms 20ms node 24.21.0
javascript 1.js 754ms 5.0ms 55.3MB 867ms 30ms bun 1.4.2
javascript 1.js 777ms 6.5ms 64.2MB 760ms 13ms node 24.21.0
python 1.py 1596ms 22ms 13.1MB 1573ms 3ms cpython 3.12.3
python 2.py 1925ms 15ms 10.1MB 1907ms 3ms cpython 3.12.3

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 2.js 878ms 6.3ms 58.4MB 960ms 43ms bun 1.4.2
javascript 2.js 919ms 8.8ms 72.1MB 903ms 23ms node 24.21.0
javascript 1.js 2142ms 24ms 70.7MB 2123ms 13ms node 24.21.0
javascript 1.js 2214ms 18ms 54.9MB 2463ms 140ms bun 1.4.2
python 1.py 4622ms 61ms 13.2MB 4603ms 3ms cpython 3.12.3
python 2.py 5717ms 152ms 10.2MB 5700ms 0ms cpython 3.12.3

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 2.js 182ms 2.9ms 59.4MB 247ms 3ms bun 1.4.2
javascript 2.js 193ms 6.2ms 59.4MB 190ms 13ms node 24.21.0
javascript 1.js 261ms 3.9ms 59.9MB 257ms 3ms node 24.21.0
javascript 1.js 273ms 3.6ms 57.0MB 323ms 47ms bun 1.4.2
python 1.py 773ms 12ms 13.1MB 760ms 0ms cpython 3.12.3
python 2.py 941ms 8.5ms 10.1MB 927ms 0ms cpython 3.12.3

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.js 760ms 4.7ms 132.5MB 1093ms 90ms bun 1.4.2
javascript 1.js 931ms 17ms 230.9MB 973ms 120ms node 24.21.0
python 1.py 34848ms 576ms 107.3MB 34757ms 73ms cpython 3.12.3

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 180ms 2.7ms 57.9MB 243ms 20ms bun 1.4.2
javascript 1.js 262ms 3.9ms 107.0MB 280ms 33ms node 24.21.0
python 1.py 5815ms 33ms 34.4MB 5790ms 7ms cpython 3.12.3

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 924ms 3.8ms 59.5MB 910ms 10ms node 24.21.0
javascript 6.js 998ms 6.5ms 26.8MB 1007ms 0ms bun 1.4.2
python 1.py 39068ms 95ms 10.2MB 39050ms 0ms cpython 3.12.3
python 2.py 41152ms 307ms 11.3MB 41133ms 0ms cpython 3.12.3

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 125ms 8.5ms 26.6MB 140ms 0ms bun 1.4.2
javascript 6.js 149ms 6.1ms 59.5MB 140ms 10ms node 24.21.0
python 1.py 3811ms 20ms 10.2MB 3797ms 0ms cpython 3.12.3
python 2.py 4147ms 89ms 10.2MB 4137ms 0ms cpython 3.12.3

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 6899ms 14ms 635.1MB 6690ms 190ms cpython 3.12.3
python 1.py 16789ms 193ms 322.8MB 16707ms 63ms cpython 3.12.3

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 1734ms 18ms 166.4MB 1677ms 43ms cpython 3.12.3
python 1.py 3963ms 65ms 88.2MB 3933ms 10ms cpython 3.12.3

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 3045ms 90ms 10.4MB 3027ms 3ms cpython 3.12.3
javascript 3.js 7848ms 31ms 122.0MB 7800ms 47ms node 24.21.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 733ms 3.8ms 10.1MB 720ms 0ms cpython 3.12.3
javascript 3.js 1755ms 72ms 73.9MB 1733ms 23ms node 24.21.0

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 6857ms 32ms 212.7MB 6743ms 103ms cpython 3.12.3

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 793ms 3.6ms 32.5MB 763ms 10ms cpython 3.12.3

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 1345ms 3.6ms 40.9MB 1410ms 37ms bun 1.4.2
javascript 1.js 4276ms 22ms 62.7MB 4300ms 7ms node 24.21.0
python 1.py 5558ms 72ms 10.2MB 5540ms 3ms cpython 3.12.3

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 370ms 4.2ms 41.2MB 410ms 17ms bun 1.4.2
javascript 1.js 1132ms 3.7ms 58.8MB 1147ms 10ms node 24.21.0
python 1.py 1450ms 63ms 10.2MB 1433ms 3ms cpython 3.12.3

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 6665ms 47ms 123.2MB 25650ms 83ms node 24.21.0
python 8.py timeout (300s) — — — — cpython 3.12.3

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 1827ms 2.8ms 123.8MB 6790ms 70ms node 24.21.0
python 8.py timeout (120s) — — — — cpython 3.12.3

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 639ms 8.0ms 119.1MB 2130ms 73ms node 24.21.0
python 8-m.py 34942ms 580ms 20.5MB 135877ms 227ms cpython 3.12.3