Programming Language and compiler
Benchmarks

Dart VS Ruby benchmarks

Current benchmark data was generated on Sat Nov 16 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 767ms 2.3ms 80.7MB 737ms 33ms dart/exe 3.5.4
ruby 1-m.rb 3083ms 2670ms 806.0MB 6603ms 543ms truffleruby 24.1.1
ruby 1.rb 3707ms 64ms 147.1MB 3593ms 93ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 78.9MB 4933ms 53ms ruby 3.3.6

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 81ms 0.6ms 42.4MB 57ms 13ms dart/exe 3.5.4
ruby 1.rb 403ms 3.5ms 36.4MB 350ms 37ms ruby/yjit 3.3.6
ruby 1-m.rb 605ms 85ms 432.9MB 1207ms 170ms truffleruby 24.1.1
ruby 1.rb 843ms 2.6ms 36.3MB 797ms 33ms 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 1401ms 13ms 78.5MB 1313ms 67ms ruby/yjit 3.3.6
ruby 1.rb 1794ms 17ms 78.3MB 1690ms 87ms ruby 3.3.6
dart 1.dart 4910ms 3.2ms 19.1MB 5477ms 67ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 676.8MB 4573ms 1570ms truffleruby 24.1.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 166ms 0.3ms 40.4MB 120ms 30ms ruby/yjit 3.3.6
ruby 1.rb 191ms 1.2ms 40.1MB 143ms 33ms ruby 3.3.6
dart 1.dart 337ms 7.4ms 10.0MB 347ms 7ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 708.3MB 4670ms 1473ms truffleruby 24.1.1

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 3644ms 7.1ms 18.0MB 3607ms 40ms dart/exe 3.5.4

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 589ms 2.6ms 10.0MB 567ms 13ms 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 2921ms 12ms 6.0MB 2910ms 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 239ms 2.3ms 6.1MB 230ms 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 366ms 3.0ms 9.0MB 353ms 0ms dart/exe 3.5.4
ruby 6.rb 2115ms 31ms 39.6MB 2087ms 17ms ruby/yjit 3.3.6
ruby 6-m.rb 2208ms 39ms 393.6MB 5667ms 377ms truffleruby 24.1.1
ruby 6.rb 3726ms 20ms 37.5MB 3690ms 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 0.9ms 8.6MB 33ms 0ms dart/exe 3.5.4
ruby 6.rb 286ms 12ms 30.8MB 257ms 17ms ruby/yjit 3.3.6
ruby 6.rb 448ms 10ms 31.0MB 417ms 17ms ruby 3.3.6
ruby 6-m.rb 814ms 14ms 395.1MB 1973ms 187ms truffleruby 24.1.1

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 4.2ms 0.2ms 6.1MB 0ms 0ms dart/exe 3.5.4
ruby 1.rb 38ms 0.2ms 164.1MB 18ms 24ms truffleruby 24.1.1
ruby 1.rb 68ms 1.2ms 28.1MB 40ms 16ms ruby/yjit 3.3.6
ruby 1.rb 71ms 0.4ms 27.9MB 44ms 16ms ruby 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 1563ms 1.3ms 116.0MB 1247ms 1637ms dart/exe 3.5.4
dart 1.dart 3881ms 628ms 110.1MB 1177ms 1477ms 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 347ms 3.6ms 49.6MB 227ms 293ms dart/exe 3.5.4
dart 1.dart 2192ms 547ms 49.5MB 163ms 273ms 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 165ms 1.1ms 52.7MB 133ms 23ms dart/exe 3.5.4
ruby 1.rb 294ms 1.9ms 46.9MB 250ms 30ms ruby/yjit 3.3.6
ruby 1.rb 297ms 3.8ms 49.1MB 247ms 37ms ruby 3.3.6
ruby 1-m.rb 4661ms 228ms 506.6MB 12150ms 317ms truffleruby 24.1.1

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 1414ms 9.1ms 300.5MB 1480ms 113ms dart/exe 3.5.4
ruby 1.rb 2300ms 6.4ms 167.0MB 2183ms 97ms ruby/yjit 3.3.6
ruby 1.rb 2314ms 14ms 169.5MB 2207ms 90ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 557.8MB 13143ms 343ms 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 1729ms 85ms 278.7MB 5573ms 113ms 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 279ms 2.5ms 194.7MB 700ms 73ms 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 165ms 2.0ms 9.4MB 150ms 0ms dart/exe 3.5.4
ruby 1.rb 325ms 1.4ms 28.4MB 300ms 10ms ruby/yjit 3.3.6
dart 1.dart 492ms 5.5ms 9.4MB 480ms 0ms dart/exe 3.5.4
ruby 1.rb 515ms 2.8ms 28.3MB 483ms 20ms ruby 3.3.6
ruby 1-m.rb 675ms 8.6ms 379.0MB 1210ms 120ms truffleruby 24.1.1

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 474ms 7.2ms 9.4MB 460ms 0ms dart/exe 3.5.4
ruby 1.rb 828ms 5.1ms 28.5MB 797ms 17ms ruby/yjit 3.3.6
ruby 1-m.rb 1237ms 106ms 424.7MB 1713ms 170ms truffleruby 24.1.1
ruby 1.rb 1402ms 4.3ms 28.3MB 1373ms 10ms ruby 3.3.6
dart 1.dart 1461ms 15ms 9.4MB 1440ms 10ms 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 78ms 1.3ms 9.4MB 60ms 0ms dart/exe 3.5.4
dart 1.dart 113ms 2.7ms 9.4MB 103ms 0ms dart/exe 3.5.4
ruby 1.rb 198ms 3.7ms 28.4MB 167ms 13ms ruby/yjit 3.3.6
ruby 1.rb 293ms 2.2ms 28.3MB 257ms 17ms ruby 3.3.6
ruby 1-m.rb 531ms 4.6ms 370.3MB 1030ms 140ms truffleruby 24.1.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 341ms 1.5ms 63.5MB 323ms 17ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 88.0MB 4940ms 43ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 88.2MB 4913ms 70ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 600.6MB 12707ms 390ms truffleruby 24.1.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 88ms 0.2ms 43.5MB 60ms 20ms dart/exe 3.5.4
ruby 1-m.rb 2264ms 138ms 544.5MB 5797ms 280ms truffleruby 24.1.1
ruby 1.rb 3024ms 14ms 47.0MB 2983ms 27ms ruby/yjit 3.3.6
ruby 1.rb 4054ms 43ms 46.5MB 4003ms 33ms ruby 3.3.6

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3.dart 416ms 1.1ms 6.0MB 403ms 0ms dart/exe 3.5.4
ruby 2.rb 836ms 3.2ms 328.9MB 1067ms 113ms truffleruby 24.1.1
ruby 2.rb timeout 0.0ms 28.1MB 4973ms 13ms ruby 3.3.6
ruby 2.rb timeout 0.0ms 28.1MB 4973ms 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 49ms 1.4ms 6.1MB 40ms 0ms dart/exe 3.5.4
ruby 2-m.rb 320ms 5.4ms 323.3MB 570ms 93ms truffleruby 24.1.1
ruby 2.rb 1451ms 4.2ms 28.3MB 1407ms 27ms ruby/yjit 3.3.6
ruby 2.rb 2876ms 55ms 28.0MB 2843ms 13ms ruby 3.3.6

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 1253ms 5.8ms 15.0MB 1227ms 27ms dart/exe 3.5.4
ruby 1.rb timeout 0.0ms 108.5MB 4930ms 57ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 108.9MB 4933ms 47ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 468.5MB 13197ms 417ms truffleruby 24.1.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 322ms 2.5ms 14.9MB 297ms 17ms dart/exe 3.5.4
ruby 1-m.rb 1636ms 242ms 437.0MB 4297ms 203ms truffleruby 24.1.1
ruby 1.rb 1677ms 12ms 108.7MB 1600ms 60ms ruby/yjit 3.3.6
ruby 1.rb 1681ms 11ms 108.4MB 1607ms 60ms ruby 3.3.6

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 204.0MB 4940ms 70ms 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 566ms 18ms 47.8MB 537ms 20ms 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 3829ms 42ms 6.0MB 3817ms 0ms dart/exe 3.5.4
dart 2.dart 4246ms 12ms 6.1MB 4233ms 0ms dart/exe 3.5.4
ruby 4.rb timeout 0.0ms 28.1MB 4963ms 17ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4963ms 20ms ruby/yjit 3.3.6
ruby 4.rb timeout 0.0ms 442.6MB 5190ms 203ms truffleruby 24.1.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 968ms 2.8ms 6.0MB 960ms 0ms dart/exe 3.5.4
dart 2.dart 1069ms 4.7ms 6.3MB 1060ms 0ms dart/exe 3.5.4
ruby 4.rb 4430ms 29ms 453.8MB 4663ms 227ms truffleruby 24.1.1
ruby 4.rb timeout 0.0ms 28.1MB 4967ms 17ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4970ms 17ms ruby/yjit 3.3.6

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 247ms 1.7ms 5.9MB 237ms 0ms dart/exe 3.5.4
dart 2.dart 274ms 2.0ms 6.1MB 260ms 0ms dart/exe 3.5.4
ruby 4.rb 1226ms 41ms 385.4MB 1527ms 130ms truffleruby 24.1.1
ruby 4.rb timeout 0.0ms 28.1MB 4967ms 20ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4960ms 20ms ruby/yjit 3.3.6