Programming Language and compiler
Benchmarks

Go VS Dart benchmarks

Current benchmark data was generated on Thu Feb 01 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
dart 1.dart 702ms 2.0ms 80.5MB 660ms 43ms dart/exe 3.2.6
go 1-m.go 2665ms 13ms 44.2MB 5553ms 47ms go 1.21.6
go 1.go 4172ms 25ms 51.6MB 4157ms 3ms tinygo 0.30.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 75ms 0.5ms 42.4MB 57ms 10ms dart/exe 3.2.6
go 1-m.go 237ms 1.8ms 7.8MB 393ms 3ms go 1.21.6
go 1.go 316ms 4.0ms 6.6MB 307ms 0ms tinygo 0.30.0

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 464ms 54ms 15.4MB 1767ms 0ms go 1.21.6
go 1.go 2438ms 2.9ms 256.6MB 2400ms 23ms tinygo 0.30.0
dart 1.dart timeout 0.0ms 20.3MB 4943ms 67ms dart/exe 3.2.6

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 39ms 4.8ms 7.2MB 127ms 0ms go 1.21.6
dart 1.dart 373ms 5.3ms 10.3MB 350ms 13ms dart/exe 3.2.6
go 1.go 387ms 1.7ms 65.8MB 373ms 0ms tinygo 0.30.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 119ms 0.4ms 10.2MB 110ms 0ms go 1.21.6
dart 1.dart 3677ms 17ms 17.4MB 3640ms 33ms dart/exe 3.2.6

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 35ms 1.4ms 8.3MB 27ms 0ms go 1.21.6
dart 1.dart 593ms 7.3ms 9.9MB 570ms 7ms dart/exe 3.2.6

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 720ms 0.8ms 3.3MB 2777ms 0ms go 1.21.6
go 3.go 2326ms 13ms 49.0MB 2310ms 3ms tinygo 0.30.0
dart 2.dart 2804ms 8.6ms 6.1MB 2793ms 0ms dart/exe 3.2.6

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 75ms 0.3ms 5.3MB 203ms 0ms go 1.21.6
dart 2.dart 231ms 3.0ms 6.0MB 217ms 0ms dart/exe 3.2.6
go 3.go 509ms 2.2ms 49.0MB 493ms 3ms tinygo 0.30.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 123ms 0.2ms 5.3MB 370ms 0ms go 1.21.6
dart 1.dart 369ms 1.2ms 8.5MB 357ms 0ms dart/exe 3.2.6

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 17ms 0.4ms 5.3MB 30ms 0ms go 1.21.6
dart 1.dart 44ms 0.7ms 8.5MB 30ms 0ms dart/exe 3.2.6

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 0.6ms 0.1ms 0.1MB 0ms 0ms tinygo 0.30.0
go 1.go 1.5ms 0.1ms 3.1MB 0ms 0ms go 1.21.6
dart 1.dart 4.2ms 0.3ms 6.3MB 0ms 0ms dart/exe 3.2.6

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 121ms 6.0ms 59.4MB 300ms 103ms go 1.21.6
go 2-m.go 445ms 7.9ms 175.9MB 593ms 670ms go 1.21.6
go 1-m.go 454ms 8.3ms 167.7MB 667ms 603ms go 1.21.6
dart 2-m.dart 1386ms 35ms 120.2MB 1173ms 1390ms dart/exe 3.2.6
dart 1.dart timeout 0.0ms 117.0MB 1233ms 1397ms dart/exe 3.2.6

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 25ms 14ms 25.4MB 50ms 30ms go 1.21.6
go 2-m.go 111ms 29ms 33.9MB 87ms 83ms go 1.21.6
go 1-m.go 112ms 8.6ms 38.1MB 97ms 97ms go 1.21.6
dart 2.dart 320ms 8.6ms 50.4MB 177ms 267ms dart/exe 3.2.6
dart 1.dart 2312ms 20ms 50.6MB 197ms 233ms dart/exe 3.2.6

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 45ms 1.3ms 39.9MB 30ms 10ms go 1.21.6
go 1.go 151ms 0.8ms 18.1MB 143ms 0ms go 1.21.6
dart 1.dart 202ms 4.6ms 53.2MB 173ms 17ms dart/exe 3.2.6

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 242ms 7.8ms 180.2MB 230ms 30ms go 1.21.6
go 1.go 833ms 2.8ms 105.0MB 827ms 13ms go 1.21.6
dart 1.dart 1586ms 26ms 296.2MB 1623ms 130ms dart/exe 3.2.6

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 783ms 4.0ms 40.2MB 2817ms 27ms go 1.21.6
dart 3-m.dart 1651ms 46ms 279.4MB 4557ms 133ms dart/exe 3.2.6

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 147ms 4.5ms 30.6MB 373ms 37ms go 1.21.6
dart 3-m.dart 261ms 3.2ms 196.8MB 633ms 73ms dart/exe 3.2.6

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 128ms 1.8ms 3.3MB 120ms 0ms go 1.21.6
go 3.go 135ms 4.0ms 0.3MB 127ms 0ms tinygo 0.30.0
dart 2.dart 168ms 4.5ms 9.0MB 153ms 0ms dart/exe 3.2.6
dart 1.dart 572ms 2.7ms 9.0MB 560ms 0ms dart/exe 3.2.6

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 371ms 1.4ms 3.3MB 360ms 0ms go 1.21.6
go 3.go 388ms 1.8ms 2.3MB 380ms 0ms tinygo 0.30.0
dart 2.dart 483ms 4.1ms 8.8MB 467ms 0ms dart/exe 3.2.6
dart 1.dart 1698ms 2.4ms 8.9MB 1687ms 3ms dart/exe 3.2.6

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 63ms 0.8ms 3.1MB 53ms 0ms go 1.21.6
go 3.go 71ms 5.8ms 0.1MB 63ms 0ms tinygo 0.30.0
dart 2.dart 80ms 0.6ms 9.0MB 70ms 0ms dart/exe 3.2.6
dart 1.dart 118ms 1.5ms 8.5MB 107ms 3ms dart/exe 3.2.6

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 3215ms 5.5ms 7.3MB 3203ms 3ms go 1.21.6
go 1.go 4022ms 4.0ms 5.8MB 4013ms 0ms tinygo 0.30.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 138ms 2.8ms 3.3MB 127ms 0ms go 1.21.6
go 1.go 168ms 2.2ms 0.3MB 160ms 0ms tinygo 0.30.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 321ms 3.4ms 63.5MB 290ms 30ms dart/exe 3.2.6
go 1-m.go 1632ms 20ms 39.1MB 3303ms 47ms go 1.21.6
go 2-m.go 1860ms 6.1ms 41.4MB 3863ms 37ms go 1.21.6
go 1.go 2314ms 36ms 51.7MB 2297ms 7ms tinygo 0.30.0
go 2.go 3797ms 21ms 119.4MB 3773ms 7ms tinygo 0.30.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 84ms 0.8ms 43.4MB 60ms 10ms dart/exe 3.2.6
go 1-m.go 365ms 1.8ms 13.8MB 710ms 13ms go 1.21.6
go 2-m.go 409ms 1.0ms 13.8MB 820ms 20ms go 1.21.6
go 1.go 445ms 1.4ms 13.8MB 433ms 0ms tinygo 0.30.0
go 2.go 684ms 10ms 39.5MB 670ms 0ms tinygo 0.30.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 348ms 1.1ms 2.1MB 340ms 0ms tinygo 0.30.0
go 1.go 364ms 0.9ms 3.3MB 350ms 0ms go 1.21.6
dart 3.dart 447ms 0.3ms 6.3MB 437ms 0ms dart/exe 3.2.6

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 36ms 0.1ms 0.1MB 30ms 0ms tinygo 0.30.0
go 1.go 39ms 0.2ms 3.3MB 30ms 0ms go 1.21.6
dart 3.dart 50ms 0.8ms 6.1MB 40ms 0ms dart/exe 3.2.6

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 311ms 4.6ms 72.5MB 297ms 0ms go 1.21.6
go 1.go 331ms 2.1ms 42.8MB 320ms 0ms tinygo 0.30.0
go 2.go 437ms 5.1ms 17.8MB 427ms 0ms tinygo 0.30.0
go 2.go 740ms 3.8ms 21.7MB 723ms 3ms go 1.21.6

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 62ms 1.2ms 21.6MB 47ms 0ms go 1.21.6
go 1.go 66ms 1.0ms 12.6MB 53ms 0ms tinygo 0.30.0
go 2.go 110ms 2.0ms 4.6MB 100ms 0ms tinygo 0.30.0
go 2.go 181ms 1.7ms 7.2MB 170ms 0ms go 1.21.6

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 1129ms 7.4ms 8.4MB 1110ms 7ms go 1.21.6
dart 2.dart 1241ms 8.6ms 14.5MB 1200ms 40ms dart/exe 3.2.6

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 271ms 3.7ms 8.5MB 257ms 3ms go 1.21.6
dart 2.dart 301ms 4.8ms 14.5MB 277ms 20ms dart/exe 3.2.6

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart timeout 0.0ms 282.7MB 4920ms 67ms dart/exe 3.2.6
go 3.go timeout 0.0ms 128.0MB 4977ms 47ms go 1.21.6
go 3.go timeout 0.0ms 106.6MB 4980ms 7ms tinygo 0.30.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 593ms 10ms 47.9MB 557ms 20ms dart/exe 3.2.6
go 3.go 1859ms 155ms 20.2MB 1833ms 33ms go 1.21.6
go 3.go 2681ms 113ms 30.4MB 2667ms 0ms tinygo 0.30.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 141ms 1.0ms 12.2MB 137ms 3ms go 1.21.6

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 46ms 1.0ms 11.9MB 40ms 0ms go 1.21.6

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 1911ms 7.7ms 5.3MB 7327ms 0ms go 1.21.6
go 1.go 3639ms 25ms 5.4MB 3630ms 0ms go 1.21.6
dart 1.dart 3807ms 41ms 6.1MB 3797ms 0ms dart/exe 3.2.6
go 1.go timeout 0.0ms 2.4MB 4990ms 0ms tinygo 0.30.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 479ms 0.9ms 5.3MB 1817ms 3ms go 1.21.6
go 1.go 928ms 8.2ms 3.3MB 923ms 0ms go 1.21.6
dart 1.dart 961ms 4.2ms 6.1MB 950ms 0ms dart/exe 3.2.6
go 1.go 1394ms 5.3ms 0.4MB 1383ms 0ms tinygo 0.30.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 126ms 1.3ms 5.3MB 437ms 0ms go 1.21.6
go 1.go 236ms 5.1ms 3.3MB 223ms 0ms go 1.21.6
dart 1.dart 243ms 1.0ms 6.0MB 230ms 0ms dart/exe 3.2.6
go 1.go 349ms 0.4ms 0.3MB 340ms 0ms tinygo 0.30.0