Programming Language and compiler
Benchmarks

Go VS Nim benchmarks

Current benchmark data was generated on Mon May 19 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
nim 2.nim 836ms 40ms 34.9MB 817ms 7ms nim 2.2.4
nim 2.nim 971ms 5.9ms 35.2MB 953ms 3ms nim/clang 2.2.4
go 1.go 1249ms 9.0ms 55.0MB 1227ms 10ms tinygo 0.37.0
go 1-m.go 2386ms 8.7ms 41.6MB 5307ms 40ms go 1.24.3

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 77ms 1.2ms 5.5MB 70ms 0ms nim 2.2.4
nim 2.nim 93ms 2.7ms 5.8MB 80ms 0ms nim/clang 2.2.4
go 1.go 113ms 1.7ms 5.6MB 100ms 0ms tinygo 0.37.0
go 1-m.go 210ms 2.2ms 8.1MB 370ms 10ms go 1.24.3

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 545ms 34ms 15.5MB 2127ms 0ms go 1.24.3
go 1.go 739ms 8.5ms 268.3MB 683ms 43ms tinygo 0.37.0
nim 1.nim timeout 0.0ms 575.4MB 2623ms 1900ms nim 2.2.4
nim 1.nim timeout 0.0ms 575.7MB 2560ms 1967ms nim/clang 2.2.4

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 50ms 13ms 7.5MB 167ms 0ms go 1.24.3
go 1.go 70ms 0.3ms 68.6MB 50ms 10ms tinygo 0.37.0
nim 1.nim 4094ms 5.6ms 519.3MB 2117ms 1553ms nim 2.2.4
nim 1.nim 4109ms 27ms 518.7MB 2100ms 1580ms nim/clang 2.2.4

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 118ms 0.8ms 10.2MB 110ms 0ms go 1.24.3

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 35ms 1.6ms 8.2MB 30ms 0ms go 1.24.3

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 672ms 1.3ms 5.5MB 2597ms 0ms go 1.24.3
go 3.go 2021ms 2.1ms 48.8MB 2003ms 3ms tinygo 0.37.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 73ms 0.4ms 5.5MB 193ms 0ms go 1.24.3
go 3.go 194ms 1.1ms 49.1MB 177ms 3ms tinygo 0.37.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 126ms 0.6ms 7.5MB 377ms 0ms go 1.24.3
nim 2.nim 188ms 2.8ms 1.5MB 180ms 0ms nim 2.2.4
nim 2.nim 243ms 2.1ms 1.8MB 230ms 0ms nim/clang 2.2.4
nim 1.nim 533ms 0.9ms 1.8MB 453ms 67ms nim/clang 2.2.4
nim 1.nim 557ms 2.9ms 1.5MB 470ms 73ms nim 2.2.4

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 17ms 0.0ms 7.6MB 30ms 0ms go 1.24.3
nim 2.nim 22ms 0.7ms 1.5MB 10ms 0ms nim 2.2.4
nim 2.nim 27ms 1.0ms 1.8MB 20ms 0ms nim/clang 2.2.4
nim 1.nim 56ms 0.8ms 1.8MB 43ms 0ms nim/clang 2.2.4
nim 1.nim 59ms 1.8ms 1.5MB 40ms 3ms nim 2.2.4

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 0.8ms 0.0ms 0.4MB 0ms 0ms tinygo 0.37.0
nim 1.nim 1.0ms 0.0ms 1.6MB 0ms 0ms nim 2.2.4
nim 1.nim 1.1ms 0.0ms 1.9MB 0ms 0ms nim/clang 2.2.4
go 1.go 1.4ms 0.1ms 3.4MB 0ms 0ms go 1.24.3

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 127ms 6.3ms 56.1MB 350ms 83ms go 1.24.3
go 2-m.go 394ms 6.3ms 174.8MB 710ms 633ms go 1.24.3
go 1-m.go 400ms 12ms 170.8MB 693ms 633ms go 1.24.3

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 30ms 1.2ms 27.6MB 60ms 17ms go 1.24.3
go 2-m.go 72ms 2.9ms 34.9MB 100ms 107ms go 1.24.3
go 1-m.go 75ms 0.8ms 36.6MB 103ms 110ms go 1.24.3

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 47ms 1.2ms 40.9MB 40ms 7ms go 1.24.3
go 1.go 142ms 2.1ms 18.6MB 133ms 0ms go 1.24.3

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 254ms 1.3ms 159.2MB 237ms 53ms go 1.24.3
go 1.go 743ms 6.4ms 104.9MB 730ms 17ms go 1.24.3

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 691ms 14ms 39.6MB 2427ms 27ms go 1.24.3

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 133ms 2.9ms 22.8MB 353ms 23ms go 1.24.3

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 110ms 1.5ms 1.6MB 100ms 0ms nim/clang 2.2.4
nim 2.nim 114ms 1.4ms 1.4MB 107ms 0ms nim 2.2.4
go 3.go 120ms 3.2ms 3.5MB 113ms 0ms go 1.24.3
go 3.go 133ms 2.2ms 0.5MB 123ms 0ms tinygo 0.37.0
nim 1.nim timeout 0.0ms 1.3MB 4990ms 0ms nim 2.2.4
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.2.4

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 325ms 2.6ms 1.6MB 317ms 0ms nim/clang 2.2.4
nim 2.nim 336ms 4.1ms 1.4MB 327ms 0ms nim 2.2.4
go 3.go 386ms 1.4ms 0.5MB 380ms 0ms tinygo 0.37.0
go 3.go 390ms 6.6ms 3.5MB 380ms 0ms go 1.24.3
nim 1.nim timeout 0.0ms 1.3MB 4990ms 0ms nim 2.2.4
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.2.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 50ms 1.8ms 1.5MB 40ms 0ms nim/clang 2.2.4
go 3.go 51ms 0.8ms 3.5MB 40ms 0ms go 1.24.3
nim 2.nim 52ms 1.0ms 1.3MB 43ms 0ms nim 2.2.4
go 3.go 65ms 2.7ms 0.4MB 60ms 0ms tinygo 0.37.0
nim 1.nim 482ms 4.8ms 1.3MB 477ms 0ms nim 2.2.4
nim 1.nim 488ms 14ms 1.5MB 477ms 0ms nim/clang 2.2.4

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 387ms 0.4ms 4.8MB 380ms 0ms nim/clang 2.2.4
nim 1.nim 576ms 1.5ms 4.5MB 563ms 0ms nim 2.2.4
go 1.go 3228ms 12ms 7.7MB 3223ms 0ms go 1.24.3
go 1.go 4064ms 9.9ms 3.4MB 4057ms 0ms tinygo 0.37.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 19ms 0.5ms 1.9MB 10ms 0ms nim/clang 2.2.4
nim 1.nim 27ms 1.2ms 1.6MB 20ms 0ms nim 2.2.4
go 1.go 136ms 1.0ms 3.7MB 130ms 0ms go 1.24.3
go 1.go 173ms 4.0ms 0.5MB 167ms 0ms tinygo 0.37.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 552ms 1.9ms 34.9MB 530ms 7ms nim 2.2.4
nim 1.nim 634ms 34ms 35.2MB 613ms 10ms nim/clang 2.2.4
go 1.go 820ms 45ms 63.1MB 800ms 10ms tinygo 0.37.0
go 2.go 1144ms 3.1ms 55.0MB 1120ms 3ms tinygo 0.37.0
go 1-m.go 1485ms 22ms 40.9MB 3127ms 40ms go 1.24.3
go 2-m.go 1732ms 20ms 47.1MB 3760ms 50ms go 1.24.3

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 120ms 2.4ms 9.6MB 110ms 0ms nim 2.2.4
nim 1.nim 135ms 2.2ms 9.9MB 123ms 0ms nim/clang 2.2.4
go 1.go 174ms 2.9ms 9.8MB 160ms 0ms tinygo 0.37.0
go 2.go 213ms 5.6ms 17.2MB 197ms 0ms tinygo 0.37.0
go 1-m.go 334ms 1.2ms 12.1MB 667ms 27ms go 1.24.3
go 2-m.go 375ms 1.6ms 13.9MB 780ms 33ms go 1.24.3

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 319ms 1.7ms 1.8MB 310ms 0ms nim 2.2.4
nim 2.nim 340ms 0.5ms 2.0MB 330ms 0ms nim/clang 2.2.4
go 1.go 349ms 0.2ms 3.5MB 340ms 0ms go 1.24.3
go 1.go 353ms 6.1ms 0.4MB 343ms 0ms tinygo 0.37.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 35ms 1.0ms 1.8MB 30ms 0ms nim 2.2.4
go 1.go 37ms 0.6ms 0.4MB 30ms 0ms tinygo 0.37.0
go 1.go 38ms 1.3ms 3.5MB 30ms 0ms go 1.24.3
nim 2.nim 40ms 6.2ms 2.0MB 33ms 0ms nim/clang 2.2.4

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 267ms 0.8ms 41.5MB 253ms 0ms nim 2.2.4
go 1.go 301ms 21ms 39.5MB 287ms 0ms tinygo 0.37.0
go 1.go 307ms 11ms 71.6MB 293ms 0ms go 1.24.3
nim 1.nim 314ms 3.5ms 41.8MB 303ms 0ms nim/clang 2.2.4
go 2.go 427ms 3.7ms 20.4MB 413ms 0ms tinygo 0.37.0
go 2.go 746ms 1.8ms 21.7MB 733ms 10ms go 1.24.3

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 51ms 1.1ms 11.6MB 40ms 0ms nim 2.2.4
go 1.go 53ms 2.6ms 10.1MB 43ms 0ms tinygo 0.37.0
go 1.go 58ms 1.1ms 21.6MB 50ms 0ms go 1.24.3
nim 1.nim 63ms 1.6ms 11.8MB 53ms 0ms nim/clang 2.2.4
go 2.go 109ms 1.9ms 4.9MB 100ms 0ms tinygo 0.37.0
go 2.go 181ms 2.1ms 5.8MB 170ms 0ms go 1.24.3

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 1191ms 8.1ms 8.6MB 1180ms 3ms go 1.24.3

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 283ms 4.5ms 8.6MB 273ms 0ms go 1.24.3

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1651ms 5.5ms 151.9MB 1620ms 13ms nim/clang 2.2.4
nim 1.nim 1683ms 16ms 152.1MB 1650ms 20ms nim 2.2.4
go 3.go timeout 0.0ms 122.2MB 4987ms 50ms go 1.24.3
go 3.go timeout 0.0ms 123.4MB 4977ms 10ms tinygo 0.37.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 174ms 3.4ms 17.6MB 160ms 0ms nim/clang 2.2.4
nim 1.nim 176ms 3.6ms 17.2MB 163ms 0ms nim 2.2.4
go 3.go 1750ms 14ms 20.3MB 1727ms 30ms go 1.24.3
go 3.go 2262ms 24ms 27.0MB 2247ms 0ms tinygo 0.37.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 91ms 2.0ms 5.1MB 87ms 0ms go 1.24.3

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 27ms 0.8ms 5.2MB 20ms 0ms go 1.24.3

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 1909ms 16ms 5.6MB 7410ms 7ms go 1.24.3
nim 1.nim 3587ms 2.7ms 1.6MB 3580ms 0ms nim/clang 2.2.4
nim 1.nim 3610ms 12ms 1.4MB 3597ms 0ms nim 2.2.4
go 1.go 3665ms 9.0ms 5.6MB 3663ms 0ms go 1.24.3
go 1.go timeout 0.0ms 0.5MB 4990ms 0ms tinygo 0.37.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 480ms 0.9ms 5.5MB 1843ms 0ms go 1.24.3
nim 1.nim 899ms 0.8ms 1.5MB 890ms 0ms nim/clang 2.2.4
nim 1.nim 902ms 1.4ms 1.3MB 893ms 0ms nim 2.2.4
go 1.go 915ms 1.2ms 3.5MB 910ms 0ms go 1.24.3
go 1.go 1396ms 0.6ms 0.5MB 1390ms 0ms tinygo 0.37.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 125ms 0.1ms 5.5MB 450ms 0ms go 1.24.3
nim 1.nim 226ms 0.1ms 1.5MB 220ms 0ms nim/clang 2.2.4
nim 1.nim 229ms 1.9ms 1.3MB 220ms 0ms nim 2.2.4
go 1.go 233ms 2.1ms 3.5MB 223ms 0ms go 1.24.3
go 1.go 352ms 1.1ms 0.4MB 340ms 0ms tinygo 0.37.0