Programming Language and compiler
Benchmarks

Javascript VS Python benchmarks

Current benchmark data was generated on Mon Mar 31 2025, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] AMD EPYC 7763 64-Core Processor (Model 1)

* -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 1005ms 34ms 179.3MB 1543ms 267ms bun 1.2.7
python 1.py 1210ms 7.0ms 96.2MB 1147ms 47ms pypy 3.10.16
javascript 1-m.js 1224ms 3.5ms 250.8MB 2130ms 153ms node 23.10.0
python 1.py timeout 0.0ms 40.8MB 4963ms 20ms cpython 3.13.2
python 1.py timeout 0.0ms 40.5MB 4747ms 240ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 95ms 1.1ms 68.8MB 67ms 17ms pypy 3.10.16
javascript 1.js 100ms 0.5ms 79.1MB 73ms 27ms bun 1.2.7
javascript 1.js 126ms 0.7ms 78.8MB 130ms 23ms node 23.10.0
python 1.py 479ms 4.3ms 11.9MB 453ms 10ms pyston 3.8.12
python 1.py 718ms 7.5ms 12.6MB 703ms 0ms cpython 3.13.2

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1217ms 27ms 107.0MB 1170ms 30ms pypy 3.10.16
javascript 1.js 1662ms 72ms 90.2MB 1733ms 57ms node 23.10.0
javascript 1.js 2500ms 20ms 101.3MB 2520ms 70ms bun 1.2.7
python 1.py 2643ms 6.3ms 25.0MB 2620ms 13ms cpython 3.13.2
python 1.py timeout 0.0ms 17.3MB 4980ms 7ms pyston 3.8.12

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 158ms 4.4ms 72.7MB 143ms 27ms node 23.10.0
javascript 1.js 199ms 0.9ms 88.4MB 220ms 33ms bun 1.2.7
python 1.py 224ms 3.9ms 86.3MB 190ms 20ms pypy 3.10.16
python 1.py 228ms 1.1ms 20.2MB 207ms 10ms cpython 3.13.2
python 1.py 685ms 12ms 16.8MB 667ms 7ms pyston 3.8.12

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 254ms 5.1ms 83.6MB 217ms 20ms pypy 3.10.16
javascript 1.js 285ms 4.3ms 63.7MB 300ms 27ms node 23.10.0
python 1.py 360ms 1.5ms 12.5MB 343ms 3ms cpython 3.13.2
javascript 1.js 526ms 4.8ms 78.0MB 497ms 20ms bun 1.2.7
python 1.py 2006ms 5.2ms 9.6MB 1990ms 0ms pyston 3.8.12

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 100ms 1.7ms 63.4MB 73ms 13ms pypy 3.10.16
python 1.py 139ms 55ms 12.0MB 100ms 0ms cpython 3.13.2
javascript 1.js 144ms 12ms 62.0MB 160ms 20ms node 23.10.0
python 1.py 350ms 0.8ms 8.8MB 340ms 0ms pyston 3.8.12
javascript 1.js 500ms 3.9ms 67.7MB 470ms 23ms bun 1.2.7

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 11ms 0.5ms 7.6MB 0ms 0ms pyston 3.8.12
javascript 1.js 13ms 0.3ms 33.3MB 0ms 0ms bun 1.2.7
python 1.py 14ms 1.0ms 8.6MB 10ms 0ms cpython 3.13.2
python 1.py 29ms 1.1ms 51.6MB 10ms 10ms pypy 3.10.16
javascript 1.js 31ms 0.3ms 47.9MB 18ms 2ms node 23.10.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.bun.js 330ms 13ms 76.0MB 143ms 420ms bun 1.2.7
python 1.py 2132ms 36ms 26.8MB 1117ms 1563ms pyston 3.8.12
python 1.py 2559ms 231ms 27.3MB 1567ms 1620ms cpython 3.13.2
javascript 1.js 2961ms 150ms 188.6MB 2830ms 1410ms node 23.10.0
python 1.py 4884ms 99ms 101.8MB 2890ms 1217ms pypy 3.10.16

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.bun.js 108ms 7.0ms 55.8MB 30ms 87ms bun 1.2.7
javascript 1.js 362ms 2.6ms 79.9MB 350ms 113ms node 23.10.0
python 1.py 1096ms 17ms 21.3MB 240ms 270ms pyston 3.8.12
python 1.py 1100ms 22ms 22.9MB 307ms 290ms cpython 3.13.2
python 1.py 1425ms 69ms 87.3MB 723ms 237ms pypy 3.10.16

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 81ms 7.1ms 70.9MB 50ms 20ms bun 1.2.7
javascript 1.js 109ms 1.2ms 75.7MB 97ms 17ms node 23.10.0
python 1.py 194ms 6.5ms 38.4MB 163ms 20ms pyston 3.8.12
python 1.py 214ms 1.4ms 38.6MB 187ms 13ms cpython 3.13.2
python 1.py 298ms 2.7ms 89.5MB 260ms 20ms pypy 3.10.16

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 412ms 4.6ms 268.3MB 340ms 117ms bun 1.2.7
javascript 1.js 690ms 2.7ms 200.9MB 803ms 80ms node 23.10.0
python 1.py 1815ms 17ms 220.5MB 1643ms 160ms pyston 3.8.12
python 1.py 1915ms 31ms 222.2MB 1830ms 73ms pypy 3.10.16
python 1.py 1927ms 7.1ms 221.4MB 1830ms 87ms cpython 3.13.2

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 144ms 0.5ms 58.3MB 120ms 10ms pypy 3.10.16
python 1.py 179ms 2.6ms 59.4MB 157ms 10ms pypy 3.10.16
javascript 2.js 310ms 0.4ms 63.1MB 297ms 20ms node 23.10.0
javascript 1.js 553ms 2.0ms 60.8MB 540ms 10ms node 23.10.0
javascript 2.js 653ms 5.3ms 123.0MB 710ms 60ms bun 1.2.7
python 1.py 719ms 5.8ms 8.9MB 707ms 0ms pyston 3.8.12
javascript 1.js 821ms 7.2ms 107.4MB 903ms 77ms bun 1.2.7
python 2.py 833ms 11ms 8.5MB 820ms 0ms pyston 3.8.12
python 1.py 1138ms 4.4ms 9.4MB 1127ms 0ms cpython 3.13.2
python 2.py 1348ms 40ms 9.0MB 1337ms 0ms cpython 3.13.2

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 338ms 2.7ms 59.3MB 320ms 3ms pypy 3.10.16
python 1.py 380ms 6.1ms 60.3MB 353ms 10ms pypy 3.10.16
javascript 2.js 850ms 1.6ms 68.3MB 837ms 20ms node 23.10.0
javascript 1.js 1586ms 4.8ms 67.9MB 1570ms 13ms node 23.10.0
javascript 2.js 1819ms 7.8ms 123.2MB 1987ms 67ms bun 1.2.7
python 1.py 2132ms 18ms 8.9MB 2123ms 0ms pyston 3.8.12
javascript 1.js 2374ms 11ms 111.6MB 2680ms 147ms bun 1.2.7
python 2.py 2501ms 6.7ms 8.5MB 2490ms 0ms pyston 3.8.12
python 1.py 3370ms 28ms 9.4MB 3357ms 0ms cpython 3.13.2
python 2.py 3950ms 27ms 9.0MB 3937ms 0ms cpython 3.13.2

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 106ms 5.2ms 57.9MB 83ms 10ms pypy 3.10.16
python 1.py 122ms 1.9ms 58.7MB 100ms 10ms pypy 3.10.16
javascript 1.js 162ms 0.8ms 58.0MB 147ms 13ms node 23.10.0
javascript 2.js 166ms 0.3ms 56.7MB 160ms 10ms node 23.10.0
javascript 1.js 315ms 2.8ms 115.1MB 343ms 80ms bun 1.2.7
python 1.py 348ms 6.0ms 8.5MB 333ms 0ms pyston 3.8.12
javascript 2.js 357ms 1.7ms 126.5MB 370ms 57ms bun 1.2.7
python 2.py 387ms 2.2ms 8.1MB 373ms 0ms pyston 3.8.12
python 1.py 539ms 4.9ms 9.0MB 523ms 0ms cpython 3.13.2
python 2.py 634ms 5.0ms 8.6MB 623ms 0ms cpython 3.13.2

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.js 479ms 7.3ms 152.6MB 623ms 137ms bun 1.2.7
javascript 1.js 530ms 2.1ms 130.6MB 613ms 57ms node 23.10.0
python 1.py 2202ms 10ms 203.1MB 2083ms 107ms pypy 3.10.16
python 1.py timeout 0.0ms 93.9MB 4950ms 40ms cpython 3.13.2
python 1.py timeout 0.0ms 130.4MB 4940ms 50ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 116ms 2.3ms 88.1MB 103ms 33ms bun 1.2.7
javascript 1.js 160ms 2.0ms 98.4MB 163ms 33ms node 23.10.0
python 1.py 377ms 5.4ms 105.2MB 323ms 40ms pypy 3.10.16
python 1.py 3111ms 151ms 37.2MB 3083ms 13ms cpython 3.13.2
python 1.py timeout 0.0ms 48.9MB 4940ms 43ms pyston 3.8.12

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 458ms 4.1ms 55.9MB 447ms 10ms node 23.10.0
javascript 6.js 780ms 18ms 46.1MB 773ms 0ms bun 1.2.7
python 2.py 1353ms 7.7ms 60.3MB 1330ms 10ms pypy 3.10.16
python 1.py 2647ms 8.4ms 57.2MB 2623ms 10ms pypy 3.10.16
python 1.py timeout 0.0ms 8.6MB 4990ms 0ms cpython 3.13.2
python 2.py timeout 0.0ms 8.8MB 4990ms 0ms cpython 3.13.2
python 1.py timeout 0.0ms 8.3MB 4990ms 0ms pyston 3.8.12
python 2.py timeout 0.0ms 8.1MB 4990ms 0ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 79ms 1.0ms 56.2MB 67ms 10ms node 23.10.0
javascript 6.js 98ms 1.2ms 46.3MB 93ms 7ms bun 1.2.7
python 2.py 182ms 1.3ms 58.1MB 160ms 10ms pypy 3.10.16
python 1.py 299ms 2.7ms 57.1MB 280ms 10ms pypy 3.10.16
python 1.py 932ms 16ms 8.3MB 920ms 0ms pyston 3.8.12
python 2.py 1282ms 11ms 8.3MB 1270ms 0ms pyston 3.8.12
python 1.py 2968ms 4.6ms 8.8MB 2953ms 0ms cpython 3.13.2
python 2.py 3214ms 99ms 8.8MB 3200ms 0ms cpython 3.13.2

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 2521ms 12ms 59.2MB 2527ms 30ms node 23.10.0
javascript 1.js 2842ms 3.4ms 84.8MB 2857ms 50ms bun 1.2.7
python 1.py 3178ms 4.3ms 8.3MB 3167ms 0ms pyston 3.8.12
python 1.py 3503ms 25ms 74.3MB 3470ms 20ms pypy 3.10.16
python 1.py 3792ms 25ms 8.6MB 3780ms 0ms cpython 3.13.2

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 671ms 1.0ms 57.7MB 677ms 13ms node 23.10.0
javascript 1.js 745ms 4.9ms 84.5MB 740ms 33ms bun 1.2.7
python 1.py 811ms 3.4ms 8.3MB 800ms 0ms pyston 3.8.12
python 1.py 973ms 13ms 8.6MB 963ms 0ms cpython 3.13.2
python 1.py 974ms 6.2ms 67.3MB 940ms 20ms pypy 3.10.16

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 1915ms 5.6ms 8.9MB 1873ms 30ms pyston 3.8.12
python 4.py 1945ms 3.8ms 9.4MB 1893ms 40ms cpython 3.13.2
python 4.py 2174ms 1.1ms 89.4MB 2133ms 30ms pypy 3.10.16
javascript 3.js timeout 0.0ms 87.9MB 4983ms 27ms node 23.10.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 451ms 0.7ms 8.6MB 440ms 0ms pyston 3.8.12
python 4.py 468ms 3.4ms 9.0MB 457ms 0ms cpython 3.13.2
python 4.py 549ms 3.3ms 83.8MB 513ms 20ms pypy 3.10.16
javascript 3.js 1099ms 2.6ms 70.8MB 1080ms 17ms node 23.10.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 2181ms 15ms 114.1MB 8247ms 60ms node 23.10.0
python 8.py timeout 0.0ms 14.9MB 40ms 10ms cpython 3.13.2
python 8.py timeout 0.0ms 95.4MB 790ms 77ms pypy 3.10.16
python 8.py timeout 0.0ms 14.2MB 37ms 13ms pyston 3.8.12

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 656ms 7.6ms 113.5MB 2320ms 53ms node 23.10.0
python 8.py timeout 0.0ms 14.4MB 43ms 10ms cpython 3.13.2
python 8.py timeout 0.0ms 96.7MB 1313ms 177ms pypy 3.10.16
python 8.py timeout 0.0ms 13.7MB 53ms 20ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 266ms 1.5ms 109.7MB 813ms 50ms node 23.10.0
python 8-m.py 1974ms 19ms 92.9MB 6383ms 260ms pypy 3.10.16
python 8.py timeout 0.0ms 14.0MB 90ms 20ms cpython 3.13.2
python 8.py timeout 0.0ms 13.1MB 123ms 37ms pyston 3.8.12