Programming Language and compiler
Benchmarks

C# VS Dart 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
csharp 1.cs 942ms 23ms 178.5MB 930ms 140ms dotnet/aot 9.0.100
csharp 1.cs 1121ms 32ms 206.4MB 1067ms 147ms dotnet 9.0.100
csharp 1.cs 1708ms 66ms 101.6MB 1907ms 207ms mono 6.12.0

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
csharp 1.cs 122ms 3.4ms 41.6MB 83ms 27ms dotnet/aot 9.0.100
csharp 1.cs 143ms 1.2ms 46.1MB 117ms 17ms mono 6.12.0
csharp 1.cs 196ms 4.9ms 59.9MB 153ms 33ms dotnet 9.0.100

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1-m.cs 2081ms 50ms 67.5MB 7203ms 80ms dotnet/aot 9.0.100
csharp 1-m.cs 2673ms 129ms 80.2MB 9237ms 100ms dotnet 9.0.100
dart 1.dart 4910ms 3.2ms 19.1MB 5477ms 67ms dart/exe 3.5.4

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1-m.cs 165ms 8.7ms 31.4MB 450ms 13ms dotnet/aot 9.0.100
csharp 1-m.cs 290ms 22ms 49.2MB 813ms 13ms dotnet 9.0.100
dart 1.dart 337ms 7.4ms 10.0MB 347ms 7ms dart/exe 3.5.4

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
csharp 1.cs 4073ms 4.1ms 24.1MB 4040ms 17ms dotnet/aot 9.0.100
csharp 1.cs 4945ms 5.6ms 43.9MB 4920ms 13ms dotnet 9.0.100

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
csharp 1.cs 677ms 0.3ms 20.4MB 657ms 3ms dotnet/aot 9.0.100
csharp 1.cs 917ms 60ms 40.2MB 887ms 20ms dotnet 9.0.100

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 5-m.cs 137ms 6.7ms 44.9MB 370ms 110ms dotnet/aot 9.0.100
csharp 5-m.cs 193ms 4.9ms 51.1MB 457ms 133ms dotnet 9.0.100
csharp 5-m.cs 248ms 3.8ms 55.4MB 683ms 97ms mono 6.12.0
dart 1.dart 366ms 3.0ms 9.0MB 353ms 0ms dart/exe 3.5.4

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 5-m.cs 27ms 0.5ms 24.8MB 37ms 13ms dotnet/aot 9.0.100
dart 1.dart 44ms 0.9ms 8.6MB 33ms 0ms dart/exe 3.5.4
csharp 5-m.cs 61ms 1.8ms 44.5MB 77ms 20ms dotnet 9.0.100
csharp 5-m.cs 70ms 1.9ms 44.3MB 100ms 20ms mono 6.12.0

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
csharp 1.cs 9.1ms 5.6ms 15.6MB 0ms 0ms dotnet/aot 9.0.100
csharp 1.cs 31ms 0.9ms 23.4MB 20ms 0ms mono 6.12.0
csharp 1.cs 35ms 0.6ms 32.3MB 20ms 6ms dotnet 9.0.100

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2-http2.cs 545ms 8.9ms 120.8MB 720ms 160ms dotnet 9.0.100
csharp 2-m.cs 682ms 35ms 144.9MB 717ms 573ms dotnet 9.0.100
csharp 2-http3.cs 706ms 29ms 160.4MB 1150ms 260ms dotnet 9.0.100
csharp 1-m.cs 827ms 39ms 188.6MB 1083ms 753ms dotnet 9.0.100
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
csharp 2.cs 422ms 13ms 98.9MB 373ms 207ms dotnet 9.0.100
csharp 1-m.cs 466ms 7.7ms 109.6MB 507ms 263ms dotnet 9.0.100
csharp 2-http2.cs 468ms 11ms 98.5MB 490ms 93ms dotnet 9.0.100
csharp 2-http3.cs 521ms 1.4ms 107.2MB 587ms 127ms dotnet 9.0.100
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
csharp 2.cs 306ms 2.5ms 80.6MB 277ms 23ms dotnet 9.0.100
csharp 1.cs 721ms 29ms 151.5MB 760ms 67ms dotnet 9.0.100

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
csharp 2.cs 1581ms 74ms 223.9MB 1753ms 97ms dotnet 9.0.100
csharp 1.cs 2538ms 31ms 759.0MB 2750ms 410ms dotnet 9.0.100

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6-m.cs 452ms 5.9ms 54.4MB 1193ms 23ms dotnet/aot 9.0.100
csharp 6-m.cs 695ms 42ms 78.3MB 1920ms 33ms dotnet 9.0.100
csharp 6-m.cs 1020ms 12ms 69.1MB 2967ms 30ms mono 6.12.0
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
csharp 6-m.cs 85ms 4.5ms 45.0MB 153ms 10ms dotnet/aot 9.0.100
csharp 6-m.cs 169ms 7.9ms 66.9MB 240ms 37ms dotnet 9.0.100
csharp 6-m.cs 193ms 4.6ms 56.0MB 360ms 30ms mono 6.12.0
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
csharp 2.cs 95ms 2.1ms 13.7MB 80ms 3ms dotnet/aot 9.0.100
csharp 2.cs 150ms 1.1ms 23.2MB 140ms 0ms mono 6.12.0
dart 2.dart 165ms 2.0ms 9.4MB 150ms 0ms dart/exe 3.5.4
csharp 2.cs 249ms 2.0ms 35.6MB 230ms 10ms dotnet 9.0.100
dart 1.dart 492ms 5.5ms 9.4MB 480ms 0ms dart/exe 3.5.4
csharp 1.cs 1058ms 2.9ms 16.9MB 1037ms 7ms dotnet/aot 9.0.100
csharp 1.cs 1361ms 146ms 36.7MB 1350ms 10ms dotnet 9.0.100
csharp 1.cs 3309ms 45ms 47.6MB 3260ms 43ms mono 6.12.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 265ms 1.2ms 13.6MB 250ms 0ms dotnet/aot 9.0.100
csharp 2.cs 357ms 1.6ms 26.6MB 343ms 0ms mono 6.12.0
csharp 2.cs 401ms 4.2ms 35.5MB 380ms 13ms dotnet 9.0.100
dart 2.dart 474ms 7.2ms 9.4MB 460ms 0ms dart/exe 3.5.4
dart 1.dart 1461ms 15ms 9.4MB 1440ms 10ms dart/exe 3.5.4
csharp 1.cs 3169ms 19ms 17.0MB 3133ms 20ms dotnet/aot 9.0.100
csharp 1.cs 3580ms 13ms 39.1MB 3560ms 20ms dotnet 9.0.100
csharp 1.cs timeout 0.0ms 45.8MB 4940ms 43ms mono 6.12.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 54ms 0.7ms 13.5MB 37ms 3ms dotnet/aot 9.0.100
dart 2.dart 78ms 1.3ms 9.4MB 60ms 0ms dart/exe 3.5.4
csharp 2.cs 99ms 9.0ms 26.8MB 90ms 0ms mono 6.12.0
dart 1.dart 113ms 2.7ms 9.4MB 103ms 0ms dart/exe 3.5.4
csharp 2.cs 163ms 2.9ms 35.6MB 137ms 17ms dotnet 9.0.100
csharp 1.cs 1613ms 13ms 38.5MB 1600ms 13ms dotnet 9.0.100
csharp 1.cs 1805ms 4.2ms 16.9MB 1787ms 3ms dotnet/aot 9.0.100
csharp 1.cs 1806ms 4.7ms 30.7MB 1790ms 3ms mono 6.12.0

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 1057ms 66ms 45.8MB 1033ms 13ms dotnet 9.0.100
csharp 1.cs 2046ms 9.1ms 42.7MB 2030ms 3ms dotnet 9.0.100
csharp 3.cs 2461ms 4.0ms 43.0MB 2433ms 7ms dotnet 9.0.100
csharp 3.cs 2516ms 11ms 22.3MB 2497ms 0ms dotnet/aot 9.0.100
csharp 1.cs 3557ms 10ms 22.4MB 3540ms 3ms dotnet/aot 9.0.100
csharp 1.cs timeout 0.0ms 22.4MB 4990ms 0ms mono 6.12.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3.cs 117ms 2.9ms 19.2MB 100ms 3ms dotnet/aot 9.0.100
csharp 2.cs 129ms 4.2ms 43.1MB 107ms 10ms dotnet 9.0.100
csharp 1.cs 138ms 2.3ms 39.5MB 120ms 7ms dotnet 9.0.100
csharp 1.cs 156ms 1.7ms 19.3MB 150ms 0ms dotnet/aot 9.0.100
csharp 3.cs 177ms 13ms 40.1MB 147ms 7ms dotnet 9.0.100
csharp 1.cs 573ms 2.0ms 23.9MB 553ms 7ms mono 6.12.0

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
csharp 2.cs 543ms 7.0ms 124.9MB 480ms 93ms dotnet/aot 9.0.100
csharp 1.cs 598ms 27ms 152.8MB 520ms 123ms dotnet/aot 9.0.100
csharp 2.cs 679ms 13ms 140.7MB 630ms 100ms dotnet 9.0.100
csharp 1.cs 754ms 16ms 173.0MB 683ms 140ms dotnet 9.0.100
csharp 1.cs 1318ms 93ms 142.6MB 1553ms 177ms mono 6.12.0

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
csharp 2.cs 135ms 1.1ms 66.2MB 107ms 30ms dotnet/aot 9.0.100
csharp 1.cs 149ms 4.0ms 80.6MB 110ms 47ms dotnet/aot 9.0.100
csharp 2.cs 256ms 2.6ms 84.5MB 213ms 53ms dotnet 9.0.100
csharp 1.cs 264ms 7.8ms 69.4MB 230ms 40ms mono 6.12.0
csharp 1.cs 274ms 1.4ms 99.3MB 243ms 57ms dotnet 9.0.100

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 9.cs 358ms 1.2ms 34.0MB 347ms 0ms dotnet 9.0.100
csharp 8.cs 371ms 1.4ms 15.8MB 360ms 0ms dotnet/aot 9.0.100
dart 3.dart 416ms 1.1ms 6.0MB 403ms 0ms dart/exe 3.5.4
csharp 8.cs 424ms 8.4ms 33.8MB 397ms 10ms dotnet 9.0.100
csharp 8.cs 1247ms 5.7ms 24.3MB 1230ms 7ms mono 6.12.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 8.cs 45ms 1.6ms 15.8MB 30ms 0ms dotnet/aot 9.0.100
dart 3.dart 49ms 1.4ms 6.1MB 40ms 0ms dart/exe 3.5.4
csharp 9.cs 93ms 1.7ms 33.7MB 77ms 7ms dotnet 9.0.100
csharp 8.cs 94ms 0.7ms 33.7MB 73ms 10ms dotnet 9.0.100
csharp 8.cs 165ms 1.7ms 24.4MB 150ms 0ms mono 6.12.0

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 304ms 5.3ms 57.4MB 280ms 7ms dotnet/aot 9.0.100
csharp 1.cs 348ms 16ms 70.3MB 307ms 20ms dotnet 9.0.100
csharp 2.cs 401ms 5.9ms 40.2MB 370ms 10ms dotnet 9.0.100
csharp 2.cs 424ms 1.2ms 21.9MB 403ms 7ms dotnet/aot 9.0.100
csharp 1.cs 542ms 6.6ms 86.0MB 517ms 10ms mono 6.12.0
csharp 2.cs 1867ms 11ms 31.7MB 1850ms 7ms mono 6.12.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 67ms 0.9ms 23.9MB 50ms 0ms dotnet/aot 9.0.100
csharp 1.cs 99ms 1.6ms 43.2MB 73ms 17ms dotnet 9.0.100
csharp 2.cs 109ms 0.4ms 17.8MB 97ms 0ms dotnet/aot 9.0.100
csharp 2.cs 132ms 12ms 34.2MB 100ms 10ms dotnet 9.0.100
csharp 1.cs 145ms 2.5ms 41.9MB 130ms 3ms mono 6.12.0
csharp 2.cs 483ms 1.3ms 23.1MB 470ms 0ms mono 6.12.0

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
csharp 1.cs 3199ms 6.2ms 19.7MB 3087ms 107ms dotnet/aot 9.0.100
csharp 1.cs 3600ms 78ms 44.2MB 3597ms 130ms dotnet 9.0.100

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
csharp 1.cs 751ms 1.3ms 19.6MB 710ms 30ms dotnet/aot 9.0.100
csharp 1.cs 991ms 26ms 44.0MB 1090ms 37ms dotnet 9.0.100

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6.cs 1754ms 4.8ms 426.6MB 1663ms 143ms dotnet/aot 9.0.100
csharp 5.cs 2108ms 44ms 452.8MB 2167ms 183ms dotnet 9.0.100
csharp 6.cs 2778ms 82ms 451.7MB 2720ms 180ms dotnet 9.0.100
csharp 5.cs 4294ms 41ms 430.2MB 4173ms 170ms dotnet/aot 9.0.100
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
csharp 6.cs 192ms 0.4ms 57.4MB 160ms 20ms dotnet/aot 9.0.100
csharp 5.cs 295ms 8.5ms 81.4MB 263ms 20ms dotnet 9.0.100
csharp 6.cs 389ms 1.3ms 77.9MB 353ms 30ms dotnet 9.0.100
csharp 5.cs 440ms 1.5ms 55.9MB 413ms 20ms dotnet/aot 9.0.100
dart 1.dart 566ms 18ms 47.8MB 537ms 20ms dart/exe 3.5.4

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 2841ms 7.7ms 17.0MB 2797ms 27ms dotnet/aot 9.0.100
csharp 1.cs 3124ms 139ms 38.4MB 3177ms 40ms dotnet 9.0.100

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 719ms 0.5ms 17.0MB 697ms 3ms dotnet/aot 9.0.100
csharp 1.cs 982ms 2.4ms 41.6MB 1067ms 23ms dotnet 9.0.100

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 1872ms 21ms 18.3MB 7233ms 7ms dotnet/aot 9.0.100
csharp 3-m.cs 1919ms 8.5ms 39.9MB 7290ms 23ms dotnet 9.0.100
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
csharp 3-m.cs 4604ms 45ms 26.8MB 17770ms 10ms mono 6.12.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 497ms 35ms 18.3MB 1783ms 3ms dotnet/aot 9.0.100
csharp 3-m.cs 530ms 1.5ms 37.9MB 1857ms 20ms dotnet 9.0.100
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
csharp 3-m.cs 1290ms 128ms 25.6MB 4493ms 13ms mono 6.12.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 130ms 0.9ms 18.3MB 437ms 0ms dotnet/aot 9.0.100
csharp 3-m.cs 178ms 2.3ms 36.4MB 500ms 7ms dotnet 9.0.100
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
csharp 3-m.cs 346ms 0.2ms 28.4MB 1153ms 13ms mono 6.12.0