Programming Language and compiler
Benchmarks

Javascript VS Python benchmarks

Current benchmark data was generated on Thu Jul 13 2023, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz (Model 106)

* -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.js 1144ms 13ms 191.4MB 1403ms 47ms bun 0.6.14
python 1.py 1431ms 7.2ms 271.9MB 1300ms 110ms pypy 3.10.12
javascript 1.js 3424ms 30ms 266.2MB 2693ms 1280ms node 20.4.0
python 1.py timeout 0.0ms 40.9MB 4970ms 10ms cpython 3.11.4
python 1.py timeout 0.0ms 40.3MB 4903ms 80ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 116ms 4.2ms 105.5MB 107ms 13ms bun 0.6.14
python 1.py 119ms 16ms 80.1MB 83ms 13ms pypy 3.10.12
javascript 1.js 174ms 4.1ms 68.2MB 153ms 27ms node 20.4.0
python 1.py 610ms 3.8ms 12.0MB 587ms 7ms pyston 3.8.12
python 1.py 994ms 18ms 12.5MB 973ms 3ms cpython 3.11.4

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1011ms 11ms 189.0MB 917ms 77ms pypy 3.10.12
javascript 1.js 2222ms 17ms 79.9MB 2267ms 43ms node 20.4.0
javascript 1.js 3195ms 143ms 121.5MB 3190ms 27ms bun 0.6.14
python 1.py timeout 0.0ms 20.3MB 4980ms 3ms cpython 3.11.4
python 1.py timeout 0.0ms 17.3MB 4983ms 0ms pyston 3.8.12

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 215ms 3.0ms 61.3MB 187ms 27ms node 20.4.0
javascript 1.js 235ms 6.8ms 102.0MB 240ms 13ms bun 0.6.14
python 1.py 265ms 7.9ms 94.6MB 230ms 17ms pypy 3.10.12
python 1.py 811ms 6.1ms 20.0MB 787ms 3ms cpython 3.11.4
python 1.py 930ms 2.5ms 16.8MB 910ms 3ms pyston 3.8.12

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 278ms 0.1ms 88.1MB 243ms 17ms pypy 3.10.12
javascript 1.js 390ms 4.2ms 55.4MB 400ms 20ms node 20.4.0
javascript 1.js 398ms 2.8ms 100.1MB 367ms 20ms bun 0.6.14
python 1.py 1655ms 1.1ms 10.1MB 1640ms 0ms cpython 3.11.4
python 1.py 2783ms 0.3ms 9.7MB 2770ms 0ms pyston 3.8.12

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 116ms 1.0ms 79.0MB 83ms 20ms pypy 3.10.12
javascript 1.js 184ms 1.7ms 51.6MB 207ms 20ms node 20.4.0
python 1.py 301ms 0.2ms 9.3MB 290ms 0ms cpython 3.11.4
javascript 1.js 419ms 3.1ms 88.0MB 393ms 17ms bun 0.6.14
python 1.py 480ms 1.1ms 9.0MB 463ms 0ms pyston 3.8.12

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 13ms 0.6ms 7.3MB 10ms 0ms pyston 3.8.12
python 1.py 14ms 1.4ms 8.5MB 10ms 0ms cpython 3.11.4
javascript 1.js 16ms 0.7ms 52.2MB 0ms 10ms bun 0.6.14
python 1.py 30ms 0.7ms 52.1MB 12ms 2ms pypy 3.10.12
javascript 1.js 44ms 4.7ms 40.9MB 26ms 8ms node 20.4.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.bun.js 139ms 5.3ms 89.8MB 77ms 53ms bun 0.6.14
python 1.py 1502ms 5.2ms 35.2MB 1127ms 790ms pyston 3.8.12
python 1.py 1857ms 8.4ms 29.7MB 1490ms 803ms cpython 3.11.4
javascript 1.js 3174ms 186ms 211.2MB 3457ms 773ms node 20.4.0
python 1.py 4045ms 60ms 127.2MB 3107ms 783ms pypy 3.10.12

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.bun.js 99ms 7.1ms 76.1MB 27ms 27ms bun 0.6.14
python 1.py 350ms 3.4ms 27.6MB 273ms 127ms pyston 3.8.12
python 1.py 381ms 5.9ms 25.2MB 273ms 163ms cpython 3.11.4
javascript 1.js 400ms 7.6ms 69.7MB 387ms 100ms node 20.4.0
python 1.py 1001ms 16ms 103.7MB 777ms 170ms pypy 3.10.12

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 128ms 2.1ms 95.6MB 103ms 17ms bun 0.6.14
javascript 1.js 152ms 5.3ms 63.3MB 127ms 23ms node 20.4.0
python 1.py 249ms 0.4ms 38.4MB 213ms 20ms pyston 3.8.12
python 1.py 256ms 1.4ms 41.1MB 233ms 7ms cpython 3.11.4
python 1.py 399ms 1.9ms 106.6MB 367ms 17ms pypy 3.10.12

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 698ms 1.7ms 259.9MB 680ms 40ms bun 0.6.14
javascript 1.js 1025ms 5.8ms 221.6MB 1020ms 87ms node 20.4.0
python 1.py 2322ms 2.4ms 223.1MB 2223ms 80ms cpython 3.11.4
python 1.py 2332ms 3.8ms 220.6MB 2177ms 137ms pyston 3.8.12
python 1.py 2468ms 3.1ms 245.1MB 2380ms 70ms pypy 3.10.12

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 196ms 0.4ms 77.2MB 170ms 10ms pypy 3.10.12
python 1.py 234ms 0.3ms 78.0MB 217ms 3ms pypy 3.10.12
javascript 2.js 372ms 9.7ms 53.0MB 350ms 20ms node 20.4.0
javascript 1.js 556ms 2.7ms 148.0MB 543ms 30ms bun 0.6.14
javascript 1.js 710ms 8.8ms 51.8MB 687ms 23ms node 20.4.0
javascript 2.js 775ms 1.4ms 112.6MB 790ms 20ms bun 0.6.14
python 1.py 981ms 0.5ms 9.0MB 967ms 0ms pyston 3.8.12
python 2.py 1165ms 1.0ms 8.7MB 1147ms 3ms pyston 3.8.12
python 1.py 1337ms 3.7ms 9.3MB 1323ms 0ms cpython 3.11.4
python 2.py 1548ms 20ms 9.1MB 1533ms 0ms cpython 3.11.4

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 459ms 4.4ms 77.7MB 433ms 10ms pypy 3.10.12
python 1.py 507ms 11ms 78.6MB 477ms 10ms pypy 3.10.12
javascript 2.js 1001ms 3.1ms 63.0MB 973ms 23ms node 20.4.0
javascript 1.js 1591ms 6.1ms 173.4MB 1610ms 30ms bun 0.6.14
javascript 1.js 2007ms 8.0ms 58.4MB 1987ms 20ms node 20.4.0
javascript 2.js 2225ms 22ms 120.8MB 2230ms 27ms bun 0.6.14
python 1.py 2937ms 37ms 8.9MB 2920ms 0ms pyston 3.8.12
python 2.py 3476ms 17ms 8.7MB 3467ms 0ms pyston 3.8.12
python 1.py 3949ms 14ms 9.4MB 3937ms 0ms cpython 3.11.4
python 2.py 4639ms 19ms 9.1MB 4620ms 3ms cpython 3.11.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 138ms 1.8ms 77.3MB 113ms 10ms pypy 3.10.12
python 1.py 156ms 2.2ms 78.1MB 127ms 13ms pypy 3.10.12
javascript 2.js 207ms 5.6ms 46.6MB 187ms 20ms node 20.4.0
javascript 1.js 224ms 2.5ms 48.7MB 200ms 23ms node 20.4.0
javascript 1.js 283ms 1.9ms 118.4MB 270ms 20ms bun 0.6.14
javascript 2.js 421ms 4.8ms 107.6MB 423ms 20ms bun 0.6.14
python 1.py 475ms 2.7ms 8.8MB 460ms 0ms pyston 3.8.12
python 2.py 542ms 1.7ms 8.2MB 530ms 0ms pyston 3.8.12
python 1.py 632ms 4.6ms 8.7MB 613ms 0ms cpython 3.11.4
python 2.py 773ms 8.4ms 8.4MB 757ms 3ms cpython 3.11.4

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 740ms 11ms 158.0MB 823ms 20ms bun 0.6.14
javascript 1.js 761ms 9.1ms 120.7MB 763ms 50ms node 20.4.0
python 1.py 2210ms 33ms 292.6MB 2010ms 183ms pypy 3.10.12
python 1.py timeout 0.0ms 93.2MB 4963ms 20ms cpython 3.11.4
python 1.py timeout 0.0ms 130.2MB 4930ms 47ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 173ms 3.3ms 110.2MB 153ms 23ms bun 0.6.14
javascript 1.js 217ms 3.0ms 88.2MB 197ms 30ms node 20.4.0
python 1.py 310ms 2.7ms 137.0MB 247ms 53ms pypy 3.10.12
python 1.py 4349ms 24ms 37.3MB 4320ms 10ms cpython 3.11.4
python 1.py timeout 0.0ms 48.8MB 4947ms 33ms pyston 3.8.12

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 611ms 7.4ms 45.7MB 590ms 17ms node 20.4.0
javascript 6.js 1018ms 11ms 74.0MB 1010ms 0ms bun 0.6.14
python 2.py 1880ms 4.6ms 77.3MB 1853ms 10ms pypy 3.10.12
python 1.py 3370ms 20ms 76.1MB 3337ms 13ms pypy 3.10.12
python 1.py timeout 0.0ms 8.4MB 4983ms 0ms cpython 3.11.4
python 2.py timeout 0.0ms 8.6MB 4983ms 0ms cpython 3.11.4
python 1.py timeout 0.0ms 8.3MB 4980ms 3ms pyston 3.8.12
python 2.py timeout 0.0ms 7.9MB 4980ms 0ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 111ms 1.6ms 45.8MB 90ms 17ms node 20.4.0
javascript 6.js 123ms 0.5ms 75.7MB 120ms 7ms bun 0.6.14
python 2.py 242ms 1.9ms 77.0MB 217ms 10ms pypy 3.10.12
python 1.py 381ms 1.2ms 76.4MB 360ms 7ms pypy 3.10.12
python 1.py 1202ms 7.3ms 8.4MB 1190ms 0ms pyston 3.8.12
python 2.py 1603ms 2.5ms 7.9MB 1590ms 0ms pyston 3.8.12
python 1.py 3302ms 19ms 8.4MB 3287ms 0ms cpython 3.11.4
python 2.py 3358ms 33ms 8.6MB 3343ms 0ms cpython 3.11.4

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 2985ms 3.9ms 105.5MB 3003ms 13ms bun 0.6.14
javascript 1.js 3180ms 8.4ms 48.8MB 3170ms 23ms node 20.4.0
python 1.py 4452ms 3.7ms 8.4MB 4433ms 0ms pyston 3.8.12
python 1.py 4692ms 27ms 8.5MB 4677ms 0ms cpython 3.11.4
python 1.py 4720ms 4.9ms 84.7MB 4693ms 13ms pypy 3.10.12

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 768ms 1.3ms 103.4MB 770ms 17ms bun 0.6.14
javascript 1.js 845ms 3.4ms 47.5MB 837ms 17ms node 20.4.0
python 1.py 1126ms 1.3ms 8.5MB 1113ms 0ms pyston 3.8.12
python 1.py 1182ms 6.4ms 8.4MB 1170ms 0ms cpython 3.11.4
python 1.py 1308ms 2.3ms 81.7MB 1270ms 23ms pypy 3.10.12

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 2543ms 2.7ms 117.0MB 2500ms 27ms pypy 3.10.12
python 4.py 2776ms 0.4ms 9.1MB 2743ms 17ms pyston 3.8.12
python 4.py 2798ms 0.7ms 9.4MB 2747ms 33ms cpython 3.11.4
javascript 3.js timeout 0.0ms 77.2MB 4353ms 647ms node 20.4.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 631ms 3.2ms 81.5MB 603ms 13ms pypy 3.10.12
python 4.py 657ms 0.1ms 8.9MB 647ms 0ms pyston 3.8.12
python 4.py 666ms 0.5ms 9.1MB 653ms 0ms cpython 3.11.4
javascript 3.js 1642ms 5.5ms 60.9MB 1547ms 107ms node 20.4.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 2651ms 11ms 66.6MB 5087ms 50ms node 20.4.0
python 8.py timeout 0.0ms 16.6MB 53ms 10ms cpython 3.11.4
python 8.py timeout 0.0ms 106.2MB 663ms 87ms pypy 3.10.12
python 8.py timeout 0.0ms 18.0MB 80ms 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 768ms 3.5ms 64.1MB 1393ms 47ms node 20.4.0
python 8.py timeout 0.0ms 14.4MB 127ms 13ms cpython 3.11.4
python 8.py timeout 0.0ms 111.5MB 1110ms 217ms pypy 3.10.12
python 8.py timeout 0.0ms 15.6MB 140ms 30ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 303ms 6.8ms 68.3MB 477ms 33ms node 20.4.0
python 8-m.py 3124ms 25ms 105.3MB 5340ms 337ms pypy 3.10.12
python 8.py timeout 0.0ms 16.2MB 263ms 17ms cpython 3.11.4
python 8.py timeout 0.0ms 16.7MB 320ms 57ms pyston 3.8.12