Programming Language and compiler
Benchmarks

Javascript VS Python benchmarks

Current benchmark data was generated on Tue Dec 31 2024, 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 867ms 11ms 178.1MB 1290ms 257ms bun 1.1.42
python 1.py 1086ms 7.1ms 95.8MB 1023ms 47ms pypy 3.10.14
javascript 1-m.js 1182ms 24ms 293.5MB 2050ms 133ms node 23.5.0
python 1.py timeout 0.0ms 40.8MB 4967ms 17ms cpython 3.13.1
python 1.py timeout 0.0ms 40.5MB 4750ms 237ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 91ms 0.7ms 78.5MB 70ms 23ms bun 1.1.42
python 1.py 93ms 4.4ms 68.1MB 57ms 20ms pypy 3.10.14
javascript 1.js 117ms 2.5ms 82.6MB 117ms 23ms node 23.5.0
python 1.py 448ms 2.5ms 11.9MB 423ms 7ms pyston 3.8.12
python 1.py 675ms 16ms 12.6MB 660ms 0ms cpython 3.13.1

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1119ms 8.2ms 102.5MB 1053ms 50ms pypy 3.10.14
javascript 1.js 1518ms 12ms 94.5MB 1590ms 53ms node 23.5.0
javascript 1.js 2118ms 133ms 100.0MB 2147ms 50ms bun 1.1.42
python 1.py timeout 0.0ms 21.3MB 4980ms 3ms cpython 3.13.1
python 1.py timeout 0.0ms 17.4MB 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 147ms 3.0ms 76.6MB 137ms 17ms node 23.5.0
javascript 1.js 171ms 7.3ms 85.4MB 197ms 23ms bun 1.1.42
python 1.py 203ms 0.3ms 84.2MB 163ms 27ms pypy 3.10.14
python 1.py 554ms 29ms 20.5MB 530ms 3ms cpython 3.13.1
python 1.py 598ms 6.9ms 16.8MB 577ms 10ms pyston 3.8.12

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 236ms 4.6ms 82.9MB 197ms 27ms pypy 3.10.14
javascript 1.js 259ms 3.7ms 68.1MB 267ms 27ms node 23.5.0
python 1.py 341ms 2.5ms 12.7MB 330ms 0ms cpython 3.13.1
javascript 1.js 677ms 2.7ms 76.5MB 643ms 23ms bun 1.1.42
python 1.py 1892ms 11ms 9.6MB 1877ms 0ms pyston 3.8.12

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 97ms 4.0ms 62.8MB 70ms 10ms pypy 3.10.14
python 1.py 107ms 1.8ms 12.1MB 90ms 3ms cpython 3.13.1
javascript 1.js 119ms 2.5ms 65.5MB 133ms 17ms node 23.5.0
python 1.py 334ms 3.4ms 8.8MB 317ms 0ms pyston 3.8.12
javascript 1.js 494ms 1.9ms 66.4MB 473ms 17ms bun 1.1.42

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 11ms 0.8ms 7.6MB 0ms 0ms pyston 3.8.12
javascript 1.js 12ms 0.4ms 32.1MB 10ms 0ms bun 1.1.42
python 1.py 13ms 1.3ms 8.5MB 10ms 0ms cpython 3.13.1
python 1.py 26ms 0.9ms 51.0MB 8ms 8ms pypy 3.10.14
javascript 1.js 29ms 1.3ms 51.9MB 14ms 4ms node 23.5.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.bun.js 340ms 18ms 72.6MB 90ms 403ms bun 1.1.42
python 1.py 2185ms 130ms 36.3MB 963ms 1550ms pyston 3.8.12
python 1.py 2293ms 260ms 33.2MB 1447ms 1537ms cpython 3.13.1
javascript 1.js 2928ms 179ms 188.7MB 2733ms 1360ms node 23.5.0
python 1.py 4404ms 18ms 106.6MB 2683ms 1083ms pypy 3.10.14

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.bun.js 148ms 13ms 53.6MB 40ms 93ms bun 1.1.42
javascript 1.js 357ms 7.6ms 84.6MB 350ms 80ms node 23.5.0
python 1.py 1091ms 7.1ms 30.8MB 230ms 243ms pyston 3.8.12
python 1.py 1188ms 161ms 28.8MB 293ms 250ms cpython 3.13.1
python 1.py 1741ms 161ms 88.8MB 650ms 203ms pypy 3.10.14

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 80ms 3.6ms 65.6MB 50ms 13ms bun 1.1.42
javascript 1.js 104ms 1.8ms 79.1MB 97ms 10ms node 23.5.0
python 1.py 182ms 0.5ms 38.4MB 143ms 20ms pyston 3.8.12
python 1.py 202ms 5.2ms 38.5MB 170ms 13ms cpython 3.13.1
python 1.py 281ms 7.9ms 87.3MB 240ms 23ms pypy 3.10.14

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 367ms 2.6ms 207.0MB 337ms 73ms bun 1.1.42
javascript 1.js 657ms 4.1ms 204.7MB 763ms 73ms node 23.5.0
python 1.py 1728ms 15ms 220.5MB 1570ms 140ms pyston 3.8.12
python 1.py 1788ms 9.0ms 221.8MB 1693ms 80ms pypy 3.10.14
python 1.py 1796ms 4.2ms 221.7MB 1690ms 87ms cpython 3.13.1

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 143ms 0.8ms 57.9MB 117ms 13ms pypy 3.10.14
python 1.py 172ms 3.1ms 59.5MB 147ms 10ms pypy 3.10.14
javascript 2.js 293ms 0.8ms 66.6MB 287ms 7ms node 23.5.0
javascript 1.js 525ms 5.8ms 64.9MB 510ms 7ms node 23.5.0
javascript 2.js 601ms 2.1ms 122.1MB 653ms 43ms bun 1.1.42
python 1.py 694ms 2.8ms 8.9MB 687ms 0ms pyston 3.8.12
javascript 1.js 777ms 12ms 106.0MB 837ms 80ms bun 1.1.42
python 2.py 790ms 4.9ms 8.5MB 773ms 0ms pyston 3.8.12
python 1.py 1060ms 5.7ms 9.3MB 1043ms 0ms cpython 3.13.1
python 2.py 1262ms 16ms 9.0MB 1247ms 0ms cpython 3.13.1

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 321ms 7.8ms 58.9MB 293ms 10ms pypy 3.10.14
python 1.py 360ms 5.5ms 60.4MB 337ms 10ms pypy 3.10.14
javascript 2.js 794ms 4.4ms 72.4MB 787ms 10ms node 23.5.0
javascript 1.js 1492ms 4.6ms 71.9MB 1477ms 10ms node 23.5.0
javascript 2.js 1695ms 15ms 122.4MB 1797ms 83ms bun 1.1.42
python 1.py 2016ms 25ms 8.9MB 2000ms 0ms pyston 3.8.12
javascript 1.js 2217ms 20ms 109.6MB 2460ms 150ms bun 1.1.42
python 2.py 2346ms 34ms 8.5MB 2333ms 0ms pyston 3.8.12
python 1.py 3111ms 15ms 9.3MB 3093ms 3ms cpython 3.13.1
python 2.py 3679ms 12ms 9.0MB 3667ms 0ms cpython 3.13.1

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 101ms 2.0ms 57.8MB 77ms 10ms pypy 3.10.14
python 1.py 115ms 1.3ms 58.5MB 90ms 10ms pypy 3.10.14
javascript 1.js 150ms 0.6ms 62.0MB 137ms 3ms node 23.5.0
javascript 2.js 156ms 3.5ms 60.9MB 150ms 7ms node 23.5.0
javascript 1.js 298ms 3.3ms 113.8MB 330ms 67ms bun 1.1.42
javascript 2.js 327ms 2.1ms 125.6MB 343ms 50ms bun 1.1.42
python 1.py 328ms 7.8ms 8.5MB 313ms 0ms pyston 3.8.12
python 2.py 366ms 15ms 8.1MB 350ms 0ms pyston 3.8.12
python 1.py 503ms 5.9ms 9.1MB 483ms 0ms cpython 3.13.1
python 2.py 613ms 10ms 8.8MB 600ms 0ms cpython 3.13.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1-m.js 466ms 12ms 137.7MB 597ms 133ms bun 1.1.42
javascript 1.js 493ms 0.8ms 134.3MB 557ms 70ms node 23.5.0
python 1.py 2111ms 2.8ms 210.1MB 2007ms 83ms pypy 3.10.14
python 1.py timeout 0.0ms 93.9MB 4963ms 23ms cpython 3.13.1
python 1.py timeout 0.0ms 130.4MB 4933ms 53ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 113ms 1.9ms 85.8MB 90ms 37ms bun 1.1.42
javascript 1.js 147ms 2.9ms 102.3MB 150ms 27ms node 23.5.0
python 1.py 360ms 5.1ms 103.6MB 297ms 50ms pypy 3.10.14
python 1.py 2752ms 61ms 37.2MB 2727ms 7ms cpython 3.13.1
python 1.py 4838ms 94ms 48.9MB 4770ms 50ms pyston 3.8.12

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6.js 442ms 11ms 59.8MB 427ms 7ms node 23.5.0
javascript 6.js 628ms 10ms 44.6MB 627ms 3ms bun 1.1.42
python 2.py 1278ms 0.7ms 59.8MB 1253ms 10ms pypy 3.10.14
python 1.py 2492ms 13ms 56.6MB 2467ms 10ms pypy 3.10.14
python 1.py timeout 0.0ms 8.6MB 4983ms 0ms cpython 3.13.1
python 2.py timeout 0.0ms 8.8MB 4987ms 0ms cpython 3.13.1
python 1.py timeout 0.0ms 8.3MB 4987ms 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 72ms 1.0ms 59.9MB 57ms 3ms node 23.5.0
javascript 6.js 82ms 1.6ms 44.8MB 83ms 3ms bun 1.1.42
python 2.py 165ms 1.2ms 57.8MB 143ms 10ms pypy 3.10.14
python 1.py 284ms 2.2ms 56.6MB 267ms 3ms pypy 3.10.14
python 1.py 892ms 9.1ms 8.3MB 883ms 0ms pyston 3.8.12
python 2.py 1234ms 13ms 8.3MB 1220ms 0ms pyston 3.8.12
python 1.py 2829ms 9.3ms 8.8MB 2813ms 0ms cpython 3.13.1
python 2.py 3043ms 23ms 8.8MB 3030ms 0ms cpython 3.13.1

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 2386ms 6.1ms 64.1MB 2393ms 10ms node 23.5.0
javascript 1.js 2609ms 9.9ms 82.9MB 2640ms 33ms bun 1.1.42
python 1.py 3007ms 4.8ms 8.3MB 2997ms 0ms pyston 3.8.12
python 1.py 3542ms 41ms 74.6MB 3513ms 13ms pypy 3.10.14
python 1.py 3659ms 51ms 8.8MB 3650ms 0ms cpython 3.13.1

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 1.js 628ms 11ms 61.7MB 623ms 17ms node 23.5.0
javascript 1.js 681ms 5.8ms 82.5MB 680ms 27ms bun 1.1.42
python 1.py 765ms 9.3ms 8.3MB 750ms 0ms pyston 3.8.12
python 1.py 922ms 10.0ms 8.8MB 913ms 0ms cpython 3.13.1
python 1.py 973ms 12ms 67.5MB 947ms 10ms pypy 3.10.14

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 1803ms 1.7ms 8.9MB 1750ms 37ms pyston 3.8.12
python 4.py 1882ms 15ms 9.4MB 1823ms 40ms cpython 3.13.1
python 4.py 2018ms 13ms 89.1MB 1983ms 20ms pypy 3.10.14
javascript 3.js 4744ms 21ms 92.2MB 4720ms 30ms node 23.5.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 427ms 4.9ms 8.8MB 413ms 0ms pyston 3.8.12
python 4.py 450ms 5.6ms 9.1MB 437ms 0ms cpython 3.13.1
python 4.py 515ms 2.6ms 83.8MB 480ms 17ms pypy 3.10.14
javascript 3.js 1030ms 4.0ms 74.8MB 1017ms 17ms node 23.5.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 2043ms 5.4ms 114.5MB 7827ms 53ms node 23.5.0
python 8.py timeout 0.0ms 16.7MB 43ms 13ms cpython 3.13.1
python 8.py timeout 0.0ms 99.4MB 790ms 163ms pypy 3.10.14
python 8.py timeout 0.0ms 16.5MB 67ms 20ms pyston 3.8.12

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 615ms 5.5ms 118.0MB 2180ms 43ms node 23.5.0
python 8.py timeout 0.0ms 16.5MB 87ms 20ms cpython 3.13.1
python 8.py timeout 0.0ms 100.4MB 1460ms 480ms pypy 3.10.14
python 8.py timeout 0.0ms 15.6MB 147ms 37ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
javascript 6-m.js 250ms 4.8ms 114.8MB 770ms 47ms node 23.5.0
python 8-m.py 1880ms 5.8ms 95.0MB 6000ms 323ms pypy 3.10.14
python 8.py timeout 0.0ms 16.2MB 233ms 33ms cpython 3.13.1
python 8.py timeout 0.0ms 17.2MB 440ms 127ms pyston 3.8.12