Programming Language and compiler
Benchmarks

Dart VS Ruby benchmarks

Current benchmark data was generated on Sun Dec 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 756ms 4.2ms 80.6MB 723ms 37ms dart/exe 3.5.4
ruby 1-m.rb 3037ms 2639ms 793.8MB 6587ms 477ms truffleruby 24.1.1
ruby 1.rb 3763ms 40ms 113.5MB 3657ms 90ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 78.9MB 4930ms 50ms ruby 3.3.6

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 79ms 0.9ms 42.5MB 53ms 13ms dart/exe 3.5.4
ruby 1.rb 411ms 3.8ms 36.4MB 370ms 23ms ruby/yjit 3.3.6
ruby 1-m.rb 587ms 83ms 434.3MB 1170ms 163ms truffleruby 24.1.1
ruby 1.rb 847ms 11ms 36.3MB 807ms 27ms ruby 3.3.6

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 1415ms 30ms 78.4MB 1310ms 93ms ruby/yjit 3.3.6
ruby 1.rb 1783ms 20ms 78.3MB 1687ms 80ms ruby 3.3.6
dart 1.dart 4897ms 55ms 19.0MB 5510ms 73ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 768.0MB 4493ms 1697ms truffleruby 24.1.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 172ms 3.9ms 40.4MB 120ms 37ms ruby/yjit 3.3.6
ruby 1.rb 197ms 2.8ms 40.1MB 143ms 37ms ruby 3.3.6
dart 1.dart 330ms 5.5ms 10.0MB 330ms 10ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 670.5MB 4720ms 1480ms truffleruby 24.1.1

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 3594ms 14ms 17.8MB 3547ms 43ms dart/exe 3.5.4

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 584ms 4.5ms 10.1MB 560ms 17ms dart/exe 3.5.4

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 2916ms 28ms 6.0MB 2903ms 0ms dart/exe 3.5.4

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 244ms 13ms 6.0MB 233ms 0ms dart/exe 3.5.4

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 365ms 4.4ms 9.1MB 347ms 0ms dart/exe 3.5.4
ruby 6.rb 2124ms 38ms 37.6MB 2080ms 27ms ruby/yjit 3.3.6
ruby 6-m.rb 2363ms 337ms 455.2MB 5933ms 410ms truffleruby 24.1.1
ruby 6.rb 3752ms 11ms 39.3MB 3713ms 27ms ruby 3.3.6

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 44ms 1.6ms 8.4MB 33ms 3ms dart/exe 3.5.4
ruby 6.rb 286ms 3.9ms 30.8MB 253ms 17ms ruby/yjit 3.3.6
ruby 6.rb 441ms 2.4ms 31.0MB 410ms 17ms ruby 3.3.6
ruby 6-m.rb 845ms 16ms 397.2MB 2117ms 157ms truffleruby 24.1.1

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 4.1ms 0.2ms 6.1MB 0ms 0ms dart/exe 3.5.4
ruby 1.rb 41ms 0.8ms 168.5MB 20ms 26ms truffleruby 24.1.1
ruby 1.rb 69ms 1.8ms 28.0MB 48ms 12ms ruby 3.3.6
ruby 1.rb 70ms 0.6ms 28.1MB 42ms 14ms ruby/yjit 3.3.6

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2-m.dart 1492ms 15ms 116.0MB 1193ms 1603ms dart/exe 3.5.4
dart 1.dart 3955ms 552ms 110.6MB 1253ms 1483ms dart/exe 3.5.4

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2-m.dart 319ms 9.8ms 49.8MB 193ms 307ms dart/exe 3.5.4
dart 1.dart 1827ms 411ms 49.9MB 153ms 267ms dart/exe 3.5.4

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 163ms 2.3ms 52.1MB 137ms 20ms dart/exe 3.5.4
ruby 1.rb 294ms 4.5ms 48.1MB 247ms 30ms ruby 3.3.6
ruby 1.rb 298ms 2.3ms 48.3MB 253ms 33ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 482.6MB 13033ms 340ms truffleruby 24.1.1

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 1409ms 1.1ms 300.6MB 1480ms 103ms dart/exe 3.5.4
ruby 1.rb 2318ms 20ms 169.6MB 2167ms 133ms ruby/yjit 3.3.6
ruby 1.rb 2361ms 106ms 168.7MB 2257ms 90ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 570.4MB 13050ms 390ms truffleruby 24.1.1

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3-m.dart 1567ms 5.9ms 279.8MB 4740ms 100ms dart/exe 3.5.4

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3-m.dart 262ms 5.4ms 195.2MB 680ms 60ms dart/exe 3.5.4

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 162ms 2.4ms 9.3MB 153ms 0ms dart/exe 3.5.4
ruby 1.rb 327ms 4.3ms 28.4MB 293ms 20ms ruby/yjit 3.3.6
dart 1.dart 491ms 6.8ms 9.5MB 483ms 0ms dart/exe 3.5.4
ruby 1.rb 541ms 51ms 28.3MB 510ms 17ms ruby 3.3.6
ruby 1-m.rb 688ms 35ms 390.9MB 1207ms 143ms truffleruby 24.1.1

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 472ms 1.6ms 9.3MB 457ms 3ms dart/exe 3.5.4
ruby 1.rb 834ms 9.1ms 28.5MB 800ms 20ms ruby/yjit 3.3.6
ruby 1-m.rb 1270ms 23ms 436.7MB 1760ms 173ms truffleruby 24.1.1
ruby 1.rb 1406ms 22ms 28.3MB 1373ms 23ms ruby 3.3.6
dart 1.dart 1450ms 3.8ms 9.3MB 1430ms 7ms dart/exe 3.5.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 79ms 4.7ms 9.4MB 70ms 0ms dart/exe 3.5.4
dart 1.dart 115ms 0.9ms 9.4MB 100ms 0ms dart/exe 3.5.4
ruby 1.rb 197ms 0.7ms 28.4MB 167ms 13ms ruby/yjit 3.3.6
ruby 1.rb 290ms 3.2ms 28.3MB 260ms 13ms ruby 3.3.6
ruby 1-m.rb 555ms 11ms 368.8MB 1063ms 157ms truffleruby 24.1.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 329ms 3.4ms 63.5MB 303ms 27ms dart/exe 3.5.4
ruby 1-m.rb 4499ms 14ms 553.8MB 11583ms 350ms truffleruby 24.1.1
ruby 1.rb timeout 0.0ms 88.0MB 4917ms 70ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 88.2MB 4910ms 70ms ruby/yjit 3.3.6

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 86ms 1.2ms 43.4MB 60ms 17ms dart/exe 3.5.4
ruby 1-m.rb 2205ms 87ms 510.9MB 5660ms 270ms truffleruby 24.1.1
ruby 1.rb 3025ms 9.5ms 47.1MB 2983ms 27ms ruby/yjit 3.3.6
ruby 1.rb 4035ms 24ms 46.9MB 3990ms 30ms ruby 3.3.6

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3.dart 415ms 2.7ms 5.9MB 403ms 0ms dart/exe 3.5.4
ruby 2.rb 861ms 20ms 329.1MB 1117ms 120ms truffleruby 24.1.1
ruby 2.rb timeout 0.0ms 28.0MB 4967ms 17ms ruby 3.3.6
ruby 2.rb timeout 0.0ms 28.3MB 4963ms 17ms ruby/yjit 3.3.6

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3.dart 46ms 0.4ms 5.9MB 37ms 0ms dart/exe 3.5.4
ruby 2-m.rb 323ms 3.4ms 328.9MB 570ms 107ms truffleruby 24.1.1
ruby 2.rb 1450ms 8.5ms 28.3MB 1413ms 23ms ruby/yjit 3.3.6
ruby 2.rb 2881ms 59ms 28.1MB 2850ms 20ms ruby 3.3.6

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 1243ms 4.1ms 15.0MB 1203ms 40ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 107.6MB 4920ms 60ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 108.8MB 4927ms 60ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 469.5MB 13213ms 420ms truffleruby 24.1.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 318ms 3.7ms 15.0MB 297ms 17ms dart/exe 3.5.4
ruby 1.rb 1669ms 22ms 108.8MB 1587ms 70ms ruby/yjit 3.3.6
ruby 1.rb 1701ms 13ms 108.5MB 1623ms 60ms ruby 3.3.6
ruby 1-m.rb 1776ms 25ms 405.6MB 4673ms 213ms truffleruby 24.1.1

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 204.1MB 4937ms 63ms dart/exe 3.5.4

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 559ms 15ms 47.9MB 530ms 13ms dart/exe 3.5.4

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 3848ms 84ms 6.4MB 3837ms 0ms dart/exe 3.5.4
dart 2.dart 4213ms 3.0ms 6.1MB 4203ms 0ms dart/exe 3.5.4
ruby 4.rb timeout 0.0ms 28.1MB 4970ms 20ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4967ms 17ms ruby/yjit 3.3.6
ruby 4.rb timeout 0.0ms 455.7MB 5143ms 237ms truffleruby 24.1.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 959ms 8.0ms 6.1MB 950ms 0ms dart/exe 3.5.4
dart 2.dart 1064ms 8.2ms 6.3MB 1053ms 0ms dart/exe 3.5.4
ruby 4.rb 4475ms 23ms 439.6MB 4760ms 200ms truffleruby 24.1.1
ruby 4.rb timeout 0.0ms 28.0MB 4960ms 20ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4963ms 20ms ruby/yjit 3.3.6

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 244ms 3.4ms 5.9MB 233ms 0ms dart/exe 3.5.4
dart 2.dart 274ms 2.7ms 6.1MB 263ms 0ms dart/exe 3.5.4
ruby 4.rb 1235ms 59ms 393.4MB 1547ms 143ms truffleruby 24.1.1
ruby 4.rb timeout 0.0ms 28.1MB 4973ms 13ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4963ms 20ms ruby/yjit 3.3.6