Programming Language and compiler
Benchmarks

Go VS C++ benchmarks

Current benchmark data was generated on Wed Jan 22 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
go 1-m.go 2667ms 12ms 46.1MB 5630ms 43ms go 1.23.5
go 1.go 3307ms 115ms 51.6MB 3293ms 0ms tinygo 0.35.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 232ms 1.0ms 7.0MB 220ms 0ms tinygo 0.35.0
go 1-m.go 238ms 1.1ms 9.8MB 397ms 7ms go 1.23.5

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 530ms 41ms 15.6MB 2057ms 0ms go 1.23.5
go 1.go 1280ms 9.7ms 256.8MB 1250ms 13ms tinygo 0.35.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 36ms 2.5ms 7.5MB 117ms 0ms go 1.23.5
go 1.go 219ms 1.4ms 65.2MB 200ms 0ms tinygo 0.35.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 120ms 0.9ms 10.2MB 107ms 3ms go 1.23.5

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 34ms 1.2ms 8.2MB 27ms 0ms go 1.23.5

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 1-im.cpp 406ms 13ms 7.9MB 1557ms 7ms clang++ 14.0.0-1ubuntu1.1
cpp 1-im.cpp 407ms 4.6ms 4.7MB 1547ms 0ms g++ 11.4.0
go 3-m.go 722ms 1.2ms 5.5MB 2783ms 0ms go 1.23.5
go 3.go 2265ms 1.3ms 48.5MB 2250ms 0ms tinygo 0.35.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 1-im.cpp 42ms 1.3ms 7.9MB 127ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 1-im.cpp 43ms 0.7ms 4.7MB 140ms 0ms g++ 11.4.0
go 3-m.go 75ms 0.6ms 5.5MB 207ms 0ms go 1.23.5
go 3.go 485ms 0.5ms 47.5MB 473ms 0ms tinygo 0.35.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 127ms 2.7ms 5.4MB 403ms 0ms go 1.23.5

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 18ms 0.6ms 5.4MB 37ms 0ms go 1.23.5

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 0.6ms 0.0ms 0.1MB 0ms 0ms tinygo 0.35.0
cpp 1.cpp 1.0ms 0.0ms 1.4MB 0ms 0ms g++ 11.4.0
cpp 1.cpp 1.5ms 0.1ms 2.3MB 0ms 0ms clang++ 14.0.0-1ubuntu1.1
go 1.go 1.5ms 0.0ms 3.4MB 0ms 0ms go 1.23.5

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 111ms 2.5ms 65.7MB 310ms 73ms go 1.23.5
go 2-m.go 466ms 13ms 174.6MB 687ms 623ms go 1.23.5
go 1-m.go 468ms 64ms 172.4MB 660ms 667ms go 1.23.5

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 16ms 13ms 25.1MB 60ms 20ms go 1.23.5
go 2-m.go 97ms 9.8ms 38.4MB 83ms 117ms go 1.23.5
go 1-m.go 107ms 11ms 40.6MB 97ms 137ms go 1.23.5

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 43ms 0.5ms 40.7MB 30ms 7ms go 1.23.5
go 1.go 142ms 1.6ms 18.5MB 133ms 3ms go 1.23.5

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 247ms 11ms 151.0MB 240ms 37ms go 1.23.5
go 1.go 769ms 6.1ms 104.9MB 753ms 13ms go 1.23.5

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 784ms 0.8ms 40.9MB 2790ms 30ms go 1.23.5

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 142ms 1.4ms 25.0MB 377ms 30ms go 1.23.5

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 128ms 2.5ms 0.3MB 120ms 0ms tinygo 0.35.0
go 3.go 132ms 1.5ms 3.4MB 123ms 0ms go 1.23.5

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 384ms 0.4ms 3.4MB 380ms 0ms go 1.23.5
go 3.go 389ms 14ms 0.3MB 377ms 0ms tinygo 0.35.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 63ms 0.5ms 0.1MB 50ms 0ms tinygo 0.35.0
go 3.go 68ms 0.9ms 5.4MB 60ms 0ms go 1.23.5

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 2671ms 4.8ms 7.4MB 2657ms 0ms go 1.23.5
go 1.go 3735ms 8.9ms 5.4MB 3727ms 0ms tinygo 0.35.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 115ms 3.6ms 3.4MB 110ms 0ms go 1.23.5
go 1.go 157ms 2.0ms 0.3MB 150ms 0ms tinygo 0.35.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 1620ms 14ms 38.8MB 3270ms 40ms go 1.23.5
go 2-m.go 1834ms 9.4ms 42.9MB 3840ms 37ms go 1.23.5
go 1.go 2011ms 29ms 52.2MB 2000ms 0ms tinygo 0.35.0
go 2.go 3279ms 28ms 90.6MB 3257ms 7ms tinygo 0.35.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 362ms 1.2ms 12.1MB 700ms 20ms go 1.23.5
go 1.go 400ms 4.7ms 13.4MB 390ms 0ms tinygo 0.35.0
go 2-m.go 404ms 1.6ms 14.1MB 820ms 17ms go 1.23.5
go 2.go 600ms 8.5ms 29.8MB 590ms 0ms tinygo 0.35.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 0-i.cpp 166ms 0.1ms 1.5MB 160ms 0ms g++ 11.4.0
cpp 0-i.cpp 170ms 0.6ms 2.3MB 160ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 1.cpp 313ms 1.7ms 1.8MB 303ms 0ms g++ 11.4.0
cpp 1.cpp 313ms 1.0ms 2.3MB 300ms 0ms clang++ 14.0.0-1ubuntu1.1
go 1.go 348ms 1.7ms 0.1MB 337ms 0ms tinygo 0.35.0
go 1.go 371ms 12ms 3.4MB 360ms 0ms go 1.23.5

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 0-i.cpp 19ms 0.1ms 1.5MB 10ms 0ms g++ 11.4.0
cpp 0-i.cpp 19ms 0.2ms 2.3MB 10ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 1.cpp 34ms 0.6ms 2.3MB 27ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 1.cpp 34ms 0.8ms 1.8MB 23ms 0ms g++ 11.4.0
go 1.go 37ms 1.4ms 0.1MB 30ms 0ms tinygo 0.35.0
go 1.go 40ms 1.2ms 3.4MB 30ms 0ms go 1.23.5

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 292ms 3.7ms 71.7MB 277ms 3ms go 1.23.5
go 1.go 331ms 3.9ms 43.1MB 320ms 0ms tinygo 0.35.0
go 2.go 438ms 3.1ms 17.3MB 430ms 0ms tinygo 0.35.0
cpp 1.cpp 483ms 3.5ms 7.3MB 470ms 0ms g++ 11.4.0
cpp 1.cpp 526ms 1.4ms 7.7MB 513ms 0ms clang++ 14.0.0-1ubuntu1.1
go 2.go 783ms 2.4ms 21.8MB 770ms 3ms go 1.23.5

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 56ms 1.2ms 21.7MB 47ms 0ms go 1.23.5
go 1.go 66ms 1.6ms 13.5MB 53ms 0ms tinygo 0.35.0
go 2.go 108ms 1.8ms 5.4MB 100ms 0ms tinygo 0.35.0
cpp 1.cpp 121ms 3.9ms 3.6MB 107ms 0ms g++ 11.4.0
cpp 1.cpp 132ms 1.8ms 4.0MB 123ms 0ms clang++ 14.0.0-1ubuntu1.1
go 2.go 192ms 2.2ms 7.6MB 180ms 0ms go 1.23.5

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 1122ms 10ms 8.5MB 1107ms 3ms go 1.23.5

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 269ms 3.8ms 8.5MB 253ms 0ms go 1.23.5

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go timeout 0.0ms 122.3MB 4980ms 43ms go 1.23.5
go 3.go timeout 0.0ms 105.0MB 4980ms 7ms tinygo 0.35.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 1781ms 4.0ms 20.0MB 1760ms 23ms go 1.23.5
go 3.go 2461ms 14ms 30.0MB 2447ms 0ms tinygo 0.35.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 140ms 0.4ms 12.6MB 133ms 0ms go 1.23.5

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 46ms 0.6ms 12.0MB 33ms 0ms go 1.23.5

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 8-m.cpp 471ms 6.8ms 7.6MB 1820ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 8-m.cpp 488ms 8.2ms 4.2MB 1883ms 0ms g++ 11.4.0
cpp 6-im.cpp 920ms 3.4ms 7.4MB 3587ms 7ms clang++ 14.0.0-1ubuntu1.1
cpp 6-im.cpp 925ms 1.0ms 4.2MB 3613ms 0ms g++ 11.4.0
go 4-m.go 1892ms 1.2ms 5.5MB 7360ms 13ms go 1.23.5
go 1.go 3668ms 14ms 5.5MB 3660ms 3ms go 1.23.5
go 1.go timeout 0.0ms 2.2MB 4990ms 0ms tinygo 0.35.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 8-m.cpp 129ms 6.4ms 7.4MB 460ms 3ms clang++ 14.0.0-1ubuntu1.1
cpp 8-m.cpp 129ms 0.3ms 4.1MB 477ms 0ms g++ 11.4.0
cpp 6-im.cpp 244ms 4.5ms 4.2MB 917ms 0ms g++ 11.4.0
cpp 6-im.cpp 246ms 5.8ms 7.3MB 917ms 0ms clang++ 14.0.0-1ubuntu1.1
go 4-m.go 479ms 1.8ms 5.5MB 1813ms 0ms go 1.23.5
go 1.go 931ms 2.4ms 3.4MB 923ms 0ms go 1.23.5
go 1.go 1389ms 0.7ms 2.3MB 1380ms 0ms tinygo 0.35.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
cpp 8-m.cpp 40ms 1.9ms 7.4MB 110ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 8-m.cpp 40ms 0.7ms 4.0MB 127ms 0ms g++ 11.4.0
cpp 6-im.cpp 67ms 0.7ms 7.1MB 227ms 0ms clang++ 14.0.0-1ubuntu1.1
cpp 6-im.cpp 68ms 0.6ms 4.0MB 240ms 0ms g++ 11.4.0
go 4-m.go 126ms 0.3ms 5.4MB 437ms 7ms go 1.23.5
go 1.go 234ms 5.1ms 3.4MB 220ms 0ms go 1.23.5
go 1.go 350ms 0.4ms 0.3MB 340ms 0ms tinygo 0.35.0