Programming Language and compiler
Benchmarks

Go VS Dart 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
dart 1.dart 673ms 4.6ms 80.7MB 640ms 33ms dart/exe 3.6.0
go 1-m.go 2534ms 14ms 41.9MB 5390ms 50ms go 1.23.4
go 1.go 2615ms 48ms 52.2MB 2603ms 0ms tinygo 0.35.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 75ms 3.2ms 42.8MB 53ms 10ms dart/exe 3.6.0
go 1.go 219ms 1.4ms 6.8MB 210ms 0ms tinygo 0.35.0
go 1-m.go 225ms 0.9ms 7.9MB 373ms 13ms go 1.23.4

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 472ms 45ms 15.6MB 1830ms 3ms go 1.23.4
go 1.go 1209ms 15ms 256.6MB 1177ms 20ms tinygo 0.35.0
dart 1.dart 4761ms 115ms 19.3MB 5287ms 80ms dart/exe 3.6.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 39ms 6.3ms 7.5MB 127ms 0ms go 1.23.4
go 1.go 214ms 5.5ms 65.8MB 200ms 3ms tinygo 0.35.0
dart 1.dart 317ms 3.7ms 10.0MB 323ms 3ms dart/exe 3.6.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 113ms 2.3ms 8.5MB 107ms 0ms go 1.23.4
dart 1.dart 3368ms 13ms 18.0MB 3330ms 33ms dart/exe 3.6.0

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 35ms 1.8ms 8.2MB 27ms 0ms go 1.23.4
dart 1.dart 555ms 3.6ms 10.4MB 530ms 13ms dart/exe 3.6.0

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 686ms 4.4ms 3.5MB 2637ms 3ms go 1.23.4
go 3.go 2155ms 14ms 50.1MB 2147ms 0ms tinygo 0.35.0
dart 2.dart 2626ms 13ms 6.1MB 2617ms 0ms dart/exe 3.6.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 73ms 1.5ms 3.5MB 193ms 0ms go 1.23.4
dart 2.dart 213ms 4.3ms 6.1MB 200ms 0ms dart/exe 3.6.0
go 3.go 459ms 3.7ms 48.8MB 447ms 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 123ms 1.8ms 5.4MB 377ms 7ms go 1.23.4
dart 1.dart 342ms 3.8ms 8.9MB 327ms 0ms dart/exe 3.6.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 17ms 0.2ms 5.4MB 30ms 0ms go 1.23.4
dart 1.dart 40ms 1.2ms 8.9MB 30ms 0ms dart/exe 3.6.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 0.5ms 0.0ms 0.1MB 0ms 0ms tinygo 0.35.0
go 1.go 1.3ms 0.1ms 3.4MB 0ms 0ms go 1.23.4
dart 1.dart 3.6ms 0.1ms 6.3MB 0ms 0ms dart/exe 3.6.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 107ms 6.3ms 59.5MB 310ms 60ms go 1.23.4
go 1-m.go 457ms 4.6ms 172.4MB 660ms 590ms go 1.23.4
go 2-m.go 464ms 18ms 178.4MB 627ms 640ms go 1.23.4
dart 2-m.dart 1547ms 267ms 115.4MB 1087ms 1520ms dart/exe 3.6.0
dart 1.dart 4162ms 113ms 113.2MB 1103ms 1500ms dart/exe 3.6.0

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 20ms 10ms 26.8MB 45ms 20ms go 1.23.4
go 2-m.go 98ms 14ms 40.3MB 67ms 110ms go 1.23.4
go 1-m.go 112ms 11ms 44.6MB 123ms 120ms go 1.23.4
dart 2-m.dart 291ms 6.1ms 50.3MB 177ms 267ms dart/exe 3.6.0
dart 1.dart 2087ms 499ms 49.9MB 163ms 243ms dart/exe 3.6.0

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 42ms 0.5ms 42.9MB 40ms 0ms go 1.23.4
go 1.go 135ms 3.3ms 18.4MB 123ms 0ms go 1.23.4
dart 1.dart 158ms 3.1ms 53.9MB 130ms 17ms dart/exe 3.6.0

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 237ms 12ms 150.0MB 220ms 43ms go 1.23.4
go 1.go 742ms 2.7ms 104.7MB 723ms 20ms go 1.23.4
dart 1.dart 1394ms 26ms 300.2MB 1440ms 107ms dart/exe 3.6.0

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 745ms 2.7ms 42.1MB 2660ms 20ms go 1.23.4
dart 3-m.dart 1000ms 12ms 278.4MB 2963ms 110ms dart/exe 3.6.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 139ms 3.0ms 29.7MB 357ms 37ms go 1.23.4
dart 3-m.dart 193ms 3.6ms 195.1MB 460ms 47ms dart/exe 3.6.0

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 121ms 2.6ms 0.3MB 113ms 0ms tinygo 0.35.0
go 3.go 122ms 1.2ms 3.4MB 110ms 0ms go 1.23.4
dart 2.dart 160ms 5.4ms 9.3MB 153ms 0ms dart/exe 3.6.0
dart 1.dart 491ms 0.3ms 9.1MB 477ms 0ms dart/exe 3.6.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 361ms 0.7ms 2.3MB 350ms 0ms tinygo 0.35.0
go 3.go 366ms 2.2ms 3.4MB 357ms 0ms go 1.23.4
dart 2.dart 449ms 2.2ms 9.1MB 440ms 0ms dart/exe 3.6.0
dart 1.dart 1444ms 9.7ms 9.1MB 1433ms 3ms dart/exe 3.6.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 61ms 0.9ms 0.1MB 50ms 0ms tinygo 0.35.0
go 3.go 66ms 2.1ms 5.5MB 60ms 0ms go 1.23.4
dart 2.dart 71ms 0.4ms 9.0MB 57ms 0ms dart/exe 3.6.0
dart 1.dart 107ms 0.5ms 9.1MB 97ms 0ms dart/exe 3.6.0

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 2525ms 9.4ms 7.5MB 2513ms 0ms go 1.23.4
go 1.go 3539ms 17ms 4.4MB 3527ms 0ms tinygo 0.35.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 110ms 3.5ms 3.4MB 103ms 0ms go 1.23.4
go 1.go 146ms 1.3ms 2.1MB 140ms 0ms tinygo 0.35.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 307ms 2.2ms 63.6MB 277ms 27ms dart/exe 3.6.0
go 1-m.go 1523ms 5.6ms 36.8MB 3107ms 37ms go 1.23.4
go 2-m.go 1741ms 13ms 43.1MB 3667ms 37ms go 1.23.4
go 1.go 1890ms 41ms 52.1MB 1877ms 0ms tinygo 0.35.0
go 2.go 2426ms 14ms 120.4MB 2400ms 10ms tinygo 0.35.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 80ms 0.2ms 43.6MB 60ms 10ms dart/exe 3.6.0
go 1-m.go 349ms 4.9ms 14.1MB 667ms 23ms go 1.23.4
go 1.go 358ms 5.5ms 13.6MB 347ms 0ms tinygo 0.35.0
go 2-m.go 388ms 1.9ms 14.2MB 777ms 27ms go 1.23.4
go 2.go 523ms 7.2ms 22.8MB 510ms 0ms tinygo 0.35.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 331ms 6.3ms 0.1MB 323ms 0ms tinygo 0.35.0
go 1.go 344ms 2.0ms 3.4MB 337ms 0ms go 1.23.4
dart 3.dart 395ms 1.7ms 6.1MB 383ms 0ms dart/exe 3.6.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 34ms 0.8ms 0.1MB 20ms 0ms tinygo 0.35.0
go 1.go 38ms 0.5ms 3.4MB 30ms 0ms go 1.23.4
dart 3.dart 43ms 0.6ms 6.3MB 30ms 0ms dart/exe 3.6.0

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 283ms 2.3ms 73.6MB 270ms 0ms go 1.23.4
go 1.go 317ms 10.0ms 43.3MB 307ms 0ms tinygo 0.35.0
go 2.go 413ms 8.6ms 17.3MB 403ms 0ms tinygo 0.35.0
go 2.go 742ms 11ms 21.8MB 727ms 7ms go 1.23.4

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 54ms 2.1ms 21.6MB 43ms 0ms go 1.23.4
go 1.go 65ms 0.1ms 13.3MB 53ms 0ms tinygo 0.35.0
go 2.go 101ms 1.3ms 4.9MB 90ms 0ms tinygo 0.35.0
go 2.go 188ms 1.4ms 5.9MB 177ms 0ms go 1.23.4

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 1054ms 8.1ms 8.5MB 1043ms 0ms go 1.23.4
dart 2.dart 1183ms 10ms 14.5MB 1157ms 30ms dart/exe 3.6.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 254ms 6.5ms 8.4MB 243ms 0ms go 1.23.4
dart 2.dart 299ms 6.9ms 14.6MB 277ms 13ms dart/exe 3.6.0

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 204.3MB 4947ms 67ms dart/exe 3.6.0
go 3.go timeout 0.0ms 122.4MB 4977ms 47ms go 1.23.4
go 3.go timeout 0.0ms 106.6MB 4983ms 3ms tinygo 0.35.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 522ms 16ms 48.4MB 497ms 13ms dart/exe 3.6.0
go 3.go 1730ms 61ms 20.3MB 1703ms 27ms go 1.23.4
go 3.go 2365ms 25ms 28.8MB 2350ms 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 135ms 2.4ms 12.0MB 130ms 0ms go 1.23.4

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 43ms 1.0ms 9.5MB 33ms 0ms go 1.23.4

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 1818ms 34ms 5.4MB 6960ms 13ms go 1.23.4
go 1.go 3496ms 38ms 5.5MB 3487ms 0ms go 1.23.4
dart 1.dart 3542ms 12ms 6.1MB 3533ms 0ms dart/exe 3.6.0
dart 2.dart 4104ms 5.2ms 6.3MB 4093ms 0ms dart/exe 3.6.0
go 1.go timeout 0.0ms 0.5MB 4990ms 0ms tinygo 0.35.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 453ms 6.4ms 5.4MB 1723ms 0ms go 1.23.4
go 1.go 887ms 4.1ms 3.4MB 873ms 0ms go 1.23.4
dart 1.dart 895ms 6.1ms 6.3MB 883ms 0ms dart/exe 3.6.0
dart 2.dart 1041ms 1.0ms 6.1MB 1027ms 0ms dart/exe 3.6.0
go 1.go 1335ms 3.6ms 2.1MB 1323ms 0ms tinygo 0.35.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 117ms 0.9ms 5.4MB 417ms 0ms go 1.23.4
go 1.go 224ms 4.2ms 3.4MB 217ms 0ms go 1.23.4
dart 1.dart 231ms 2.3ms 6.3MB 220ms 0ms dart/exe 3.6.0
dart 2.dart 266ms 0.3ms 6.1MB 253ms 0ms dart/exe 3.6.0
go 1.go 333ms 7.4ms 0.3MB 323ms 0ms tinygo 0.35.0