Programming Language and compiler
Benchmarks

Dart VS Julia benchmarks

Current benchmark data was generated on Mon Feb 06 2023, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz (Model 85)

* -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
julia 4.jl 1231ms 4.7ms 241.4MB 1120ms 197ms julia 1.8.5
dart 1.dart 1234ms 8.4ms 86.2MB 1207ms 33ms dart/exe 2.19.1
dart 1.dart 1267ms 28ms 88.1MB 1227ms 43ms dart/exe 3.0.0-187.0.dev

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 113ms 2.2ms 47.9MB 80ms 23ms dart/exe 2.19.1
dart 1.dart 117ms 2.7ms 47.5MB 93ms 17ms dart/exe 3.0.0-187.0.dev
julia 4.jl 343ms 1.7ms 219.2MB 270ms 157ms julia 1.8.5

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart timeout 0.0ms 24.4MB 4910ms 73ms dart/exe 2.19.1
dart 1.dart timeout 0.0ms 26.0MB 4907ms 73ms dart/exe 3.0.0-187.0.dev

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 557ms 1.1ms 15.8MB 523ms 20ms dart/exe 2.19.1
dart 1.dart 576ms 5.7ms 16.0MB 550ms 10ms dart/exe 3.0.0-187.0.dev

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart timeout 0.0ms 22.2MB 4967ms 13ms dart/exe 2.19.1
dart 1.dart timeout 0.0ms 21.6MB 4980ms 10ms dart/exe 3.0.0-187.0.dev

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 1738ms 0.8ms 16.0MB 1707ms 23ms dart/exe 2.19.1
dart 1.dart 1746ms 3.0ms 15.4MB 1713ms 27ms dart/exe 3.0.0-187.0.dev

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1676ms 9.2ms 211.9MB 2847ms 160ms julia 1.8.5
dart 2.dart 4275ms 2.1ms 13.6MB 4263ms 0ms dart/exe 2.19.1
dart 2.dart 4701ms 1.9ms 13.9MB 4683ms 0ms dart/exe 3.0.0-187.0.dev

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 347ms 1.2ms 12.1MB 330ms 0ms dart/exe 2.19.1
dart 2.dart 380ms 1.0ms 12.0MB 363ms 0ms dart/exe 3.0.0-187.0.dev
julia 2-m.jl 562ms 2.3ms 209.7MB 690ms 153ms julia 1.8.5

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 485ms 0.5ms 14.7MB 470ms 0ms dart/exe 3.0.0-187.0.dev
dart 1.dart 524ms 1.4ms 14.1MB 503ms 0ms dart/exe 2.19.1
julia 7-m.jl 676ms 2.2ms 302.8MB 877ms 187ms julia 1.8.5

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 60ms 0.5ms 14.9MB 47ms 0ms dart/exe 3.0.0-187.0.dev
dart 1.dart 65ms 1.6ms 16.4MB 50ms 0ms dart/exe 2.19.1
julia 7.jl 501ms 1.6ms 221.6MB 617ms 130ms julia 1.8.5

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 8.0ms 0.2ms 11.4MB 0ms 0ms dart/exe 3.0.0-187.0.dev
julia 1.jl 211ms 11ms 166.7MB 103ms 110ms julia/aot 1.8.5
julia 1.jl 226ms 7.5ms 171.7MB 130ms 104ms julia 1.8.5
dart 1.dart 608ms 548ms 12.1MB 0ms 0ms dart/exe 2.19.1

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 1808ms 68ms 116.8MB 1090ms 810ms dart/exe 3.0.0-187.0.dev
dart 2.dart 1852ms 447ms 118.6MB 1057ms 823ms dart/exe 2.19.1
dart 1.dart 3799ms 82ms 114.6MB 1190ms 687ms dart/exe 3.0.0-187.0.dev
dart 1.dart 3829ms 50ms 107.7MB 1100ms 623ms dart/exe 2.19.1

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 264ms 9.5ms 55.0MB 183ms 143ms dart/exe 2.19.1
dart 2.dart 295ms 5.7ms 56.6MB 193ms 140ms dart/exe 3.0.0-187.0.dev
dart 1.dart 1492ms 130ms 55.6MB 177ms 107ms dart/exe 2.19.1
dart 1.dart 1679ms 308ms 55.7MB 170ms 130ms dart/exe 3.0.0-187.0.dev

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 298ms 2.6ms 58.8MB 270ms 17ms dart/exe 2.19.1
dart 1.dart 304ms 5.1ms 59.1MB 273ms 17ms dart/exe 3.0.0-187.0.dev

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 2233ms 7.1ms 300.2MB 2287ms 130ms dart/exe 2.19.1
dart 1.dart 2312ms 3.3ms 300.6MB 2360ms 130ms dart/exe 3.0.0-187.0.dev

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8.jl 1218ms 8.6ms 273.9MB 1553ms 187ms julia 1.8.5
dart 3-m.dart 2759ms 53ms 254.5MB 4833ms 117ms dart/exe 2.19.1
dart 3-m.dart 4006ms 128ms 283.8MB 7067ms 117ms dart/exe 3.0.0-187.0.dev

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3-m.dart 446ms 13ms 198.6MB 680ms 83ms dart/exe 2.19.1
dart 3-m.dart 566ms 15ms 200.6MB 913ms 77ms dart/exe 3.0.0-187.0.dev
julia 8.jl 846ms 13ms 267.0MB 930ms 153ms julia 1.8.5

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 236ms 1.7ms 15.3MB 223ms 0ms dart/exe 3.0.0-187.0.dev
dart 2.dart 237ms 1.2ms 17.0MB 213ms 7ms dart/exe 2.19.1
dart 1.dart 1064ms 2.3ms 14.7MB 1040ms 10ms dart/exe 2.19.1
dart 1.dart 1077ms 0.2ms 16.5MB 1053ms 7ms dart/exe 3.0.0-187.0.dev

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 678ms 1.6ms 16.8MB 657ms 3ms dart/exe 3.0.0-187.0.dev
dart 2.dart 683ms 13ms 14.2MB 663ms 3ms dart/exe 2.19.1
dart 1.dart 3168ms 4.6ms 16.4MB 3147ms 7ms dart/exe 2.19.1
dart 1.dart 3209ms 4.6ms 14.7MB 3193ms 7ms dart/exe 3.0.0-187.0.dev

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 111ms 1.9ms 14.8MB 93ms 0ms dart/exe 2.19.1
dart 2.dart 113ms 2.6ms 14.7MB 93ms 7ms dart/exe 3.0.0-187.0.dev
dart 1.dart 183ms 2.2ms 14.9MB 163ms 0ms dart/exe 2.19.1
dart 1.dart 187ms 2.7ms 16.3MB 170ms 3ms dart/exe 3.0.0-187.0.dev

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 533ms 7.8ms 68.6MB 510ms 20ms dart/exe 2.19.1
dart 1.dart 612ms 5.3ms 70.8MB 590ms 27ms dart/exe 3.0.0-187.0.dev

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 134ms 3.3ms 48.7MB 103ms 20ms dart/exe 2.19.1
dart 1.dart 145ms 1.2ms 48.7MB 113ms 20ms dart/exe 3.0.0-187.0.dev

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7.jl 551ms 2.0ms 168.3MB 490ms 147ms julia/aot 1.8.5
dart 3.dart 620ms 1.1ms 13.8MB 603ms 0ms dart/exe 3.0.0-187.0.dev
dart 3.dart 621ms 2.4ms 13.6MB 603ms 0ms dart/exe 2.19.1
julia 7.jl 716ms 7.3ms 223.4MB 647ms 150ms julia 1.8.5

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3.dart 72ms 1.9ms 12.0MB 60ms 0ms dart/exe 2.19.1
dart 3.dart 75ms 0.9ms 11.6MB 57ms 0ms dart/exe 3.0.0-187.0.dev
julia 7.jl 271ms 3.4ms 170.4MB 197ms 143ms julia/aot 1.8.5
julia 7.jl 435ms 3.0ms 225.1MB 367ms 150ms julia 1.8.5

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 722ms 3.3ms 176.1MB 667ms 140ms julia 1.8.5
julia 1.jl 1553ms 16ms 260.9MB 1447ms 190ms julia 1.8.5
dart 2.dart 1796ms 33ms 22.4MB 1740ms 43ms dart/exe 2.19.1
dart 2.dart 1835ms 18ms 22.1MB 1777ms 43ms dart/exe 3.0.0-187.0.dev

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 354ms 0.7ms 174.9MB 277ms 163ms julia 1.8.5
dart 2.dart 416ms 5.5ms 20.6MB 377ms 20ms dart/exe 3.0.0-187.0.dev
dart 2.dart 445ms 0.8ms 22.2MB 403ms 23ms dart/exe 2.19.1
julia 1.jl 916ms 52ms 260.0MB 790ms 187ms julia 1.8.5

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 162.2MB 4923ms 57ms dart/exe 2.19.1
dart 1.dart timeout 0.0ms 156.0MB 4923ms 53ms dart/exe 3.0.0-187.0.dev

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 702ms 1.5ms 55.9MB 667ms 20ms dart/exe 3.0.0-187.0.dev
dart 1.dart 709ms 1.6ms 53.6MB 677ms 20ms dart/exe 2.19.1

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1237ms 1.0ms 193.9MB 2083ms 140ms julia 1.8.5
julia 3-m.jl 2142ms 2.6ms 211.2MB 3783ms 160ms julia 1.8.5
dart 1.dart 4806ms 5.2ms 11.6MB 4790ms 0ms dart/exe 3.0.0-187.0.dev
dart 1.dart timeout 0.0ms 11.4MB 4980ms 0ms dart/exe 2.19.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 571ms 2.5ms 192.3MB 777ms 147ms julia 1.8.5
julia 3-m.jl 855ms 17ms 210.0MB 1257ms 160ms julia 1.8.5
dart 1.dart 1207ms 2.7ms 13.8MB 1193ms 0ms dart/exe 3.0.0-187.0.dev
dart 1.dart 1407ms 1.5ms 14.2MB 1390ms 0ms dart/exe 2.19.1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 312ms 2.6ms 14.0MB 297ms 3ms dart/exe 3.0.0-187.0.dev
dart 1.dart 362ms 3.3ms 13.8MB 340ms 0ms dart/exe 2.19.1
julia 2.jl 408ms 1.0ms 194.4MB 473ms 127ms julia 1.8.5
julia 3.jl 519ms 5.1ms 210.5MB 603ms 167ms julia 1.8.5