Programming Language and compiler
Benchmarks

Dart VS C# benchmarks

Current benchmark data was generated on Sun Jul 13 2025, 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 716ms 2.4ms 80.9MB 690ms 30ms dart/exe 3.8.1
csharp 1.cs 931ms 8.3ms 181.9MB 933ms 137ms dotnet 9.0.302
csharp 1.cs 942ms 11ms 168.9MB 943ms 137ms dotnet/aot 9.0.302
csharp 1.cs 1685ms 22ms 103.4MB 1870ms 203ms mono 6.12.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 77ms 1.4ms 42.8MB 50ms 17ms dart/exe 3.8.1
csharp 1.cs 118ms 10ms 31.4MB 80ms 27ms dotnet/aot 9.0.302
csharp 1.cs 141ms 3.1ms 44.2MB 120ms 13ms mono 6.12.0
csharp 1.cs 191ms 3.1ms 51.1MB 157ms 30ms dotnet 9.0.302

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1-m.cs 2157ms 73ms 50.4MB 7597ms 73ms dotnet/aot 9.0.302
csharp 1-m.cs 2634ms 184ms 72.5MB 8383ms 107ms dotnet 9.0.302
dart 1.dart 4912ms 17ms 19.4MB 5367ms 63ms dart/exe 3.8.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1-m.cs 149ms 16ms 21.0MB 437ms 10ms dotnet/aot 9.0.302
csharp 1-m.cs 311ms 37ms 37.6MB 743ms 20ms dotnet 9.0.302
dart 1.dart 341ms 5.7ms 10.5MB 340ms 10ms dart/exe 3.8.1

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 3567ms 3.2ms 18.0MB 3530ms 27ms dart/exe 3.8.1
csharp 1.cs 4089ms 6.5ms 18.6MB 4063ms 10ms dotnet/aot 9.0.302
csharp 1.cs 4970ms 3.7ms 37.8MB 4943ms 20ms dotnet 9.0.302

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 590ms 2.3ms 10.0MB 563ms 17ms dart/exe 3.8.1
csharp 1.cs 679ms 3.5ms 14.6MB 660ms 3ms dotnet/aot 9.0.302
csharp 1.cs 865ms 3.0ms 33.8MB 843ms 10ms dotnet 9.0.302

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 2931ms 12ms 6.3MB 2923ms 0ms dart/exe 3.8.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 235ms 1.2ms 6.1MB 223ms 0ms dart/exe 3.8.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 5-m.cs 127ms 6.3ms 25.3MB 360ms 83ms dotnet/aot 9.0.302
csharp 5-m.cs 191ms 3.3ms 37.6MB 470ms 120ms dotnet 9.0.302
csharp 5-m.cs 241ms 16ms 47.5MB 667ms 120ms mono 6.12.0
dart 1.dart 362ms 2.6ms 8.8MB 347ms 0ms dart/exe 3.8.1

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 5-m.cs 26ms 1.6ms 16.6MB 37ms 17ms dotnet/aot 9.0.302
dart 1.dart 41ms 0.1ms 8.8MB 30ms 0ms dart/exe 3.8.1
csharp 5-m.cs 62ms 1.9ms 37.9MB 90ms 13ms dotnet 9.0.302
csharp 5-m.cs 71ms 2.1ms 30.6MB 103ms 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 3.7ms 0.3ms 5.7MB 0ms 0ms dart/exe 3.8.1
csharp 1.cs 6.3ms 0.2ms 9.4MB 0ms 0ms dotnet/aot 9.0.302
csharp 1.cs 33ms 1.2ms 21.3MB 20ms 0ms mono 6.12.0
csharp 1.cs 35ms 1.0ms 26.0MB 20ms 8ms dotnet 9.0.302

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2-http2.cs 512ms 8.4ms 108.6MB 720ms 153ms dotnet 9.0.302
csharp 2-m.cs 563ms 14ms 141.1MB 723ms 483ms dotnet 9.0.302
csharp 1-m.cs 671ms 17ms 162.4MB 1087ms 627ms dotnet 9.0.302
csharp 2-http3.cs 687ms 18ms 144.4MB 1133ms 267ms dotnet 9.0.302
dart 2-m.dart 1254ms 16ms 96.4MB 1303ms 1383ms dart/exe 3.8.1
dart 1.dart 4314ms 70ms 96.1MB 1490ms 1560ms dart/exe 3.8.1

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2-m.dart 240ms 10ms 50.0MB 187ms 253ms dart/exe 3.8.1
csharp 2-m.cs 354ms 17ms 87.4MB 380ms 180ms dotnet 9.0.302
csharp 1-m.cs 384ms 10ms 97.6MB 533ms 203ms dotnet 9.0.302
csharp 2-http2.cs 432ms 5.6ms 85.9MB 483ms 90ms dotnet 9.0.302
csharp 2-http3.cs 496ms 11ms 94.1MB 577ms 117ms dotnet 9.0.302
dart 1.dart 2275ms 54ms 50.4MB 173ms 240ms dart/exe 3.8.1

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 161ms 1.4ms 53.8MB 133ms 17ms dart/exe 3.8.1
csharp 2.cs 305ms 4.2ms 68.9MB 270ms 33ms dotnet 9.0.302
csharp 1.cs 764ms 91ms 143.6MB 783ms 87ms dotnet 9.0.302

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 1450ms 32ms 204.7MB 1703ms 103ms dart/exe 3.8.1
csharp 2.cs 1499ms 16ms 231.2MB 1643ms 90ms dotnet 9.0.302
csharp 1.cs 2700ms 122ms 776.1MB 3270ms 413ms dotnet 9.0.302

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6-m.cs 459ms 14ms 46.3MB 1217ms 20ms dotnet/aot 9.0.302
csharp 6-m.cs 748ms 18ms 68.5MB 2110ms 23ms dotnet 9.0.302
csharp 6-m.cs 1011ms 2.7ms 66.6MB 2913ms 20ms mono 6.12.0
dart 3-m.dart 1077ms 24ms 279.2MB 3200ms 120ms dart/exe 3.8.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6-m.cs 91ms 6.2ms 34.7MB 153ms 13ms dotnet/aot 9.0.302
csharp 6-m.cs 178ms 6.7ms 57.0MB 263ms 30ms dotnet 9.0.302
csharp 6-m.cs 199ms 4.8ms 55.2MB 377ms 20ms mono 6.12.0
dart 3-m.dart 225ms 5.9ms 187.2MB 530ms 70ms dart/exe 3.8.1

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 99ms 1.5ms 9.8MB 90ms 0ms dotnet/aot 9.0.302
csharp 2.cs 152ms 4.6ms 23.3MB 140ms 0ms mono 6.12.0
dart 2.dart 166ms 4.9ms 9.1MB 153ms 0ms dart/exe 3.8.1
csharp 2.cs 247ms 1.0ms 29.3MB 230ms 10ms dotnet 9.0.302
dart 1.dart 572ms 3.4ms 9.1MB 557ms 0ms dart/exe 3.8.1
csharp 1.cs 1041ms 11ms 13.3MB 1020ms 3ms dotnet/aot 9.0.302
csharp 1.cs 1339ms 31ms 32.9MB 1333ms 10ms dotnet 9.0.302
csharp 1.cs 3318ms 30ms 45.6MB 3273ms 33ms mono 6.12.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 276ms 2.6ms 9.8MB 263ms 0ms dotnet/aot 9.0.302
csharp 2.cs 359ms 6.7ms 22.7MB 347ms 0ms mono 6.12.0
csharp 2.cs 398ms 1.0ms 29.5MB 387ms 3ms dotnet 9.0.302
dart 2.dart 484ms 7.2ms 9.1MB 477ms 0ms dart/exe 3.8.1
dart 1.dart 1699ms 6.4ms 9.3MB 1683ms 3ms dart/exe 3.8.1
csharp 1.cs 3104ms 7.7ms 13.1MB 3077ms 13ms dotnet/aot 9.0.302
csharp 1.cs 3707ms 175ms 33.1MB 3690ms 20ms dotnet 9.0.302
csharp 1.cs timeout 0.0ms 41.7MB 4950ms 50ms mono 6.12.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 53ms 0.2ms 9.8MB 40ms 0ms dotnet/aot 9.0.302
dart 2.dart 78ms 0.7ms 9.0MB 67ms 0ms dart/exe 3.8.1
csharp 2.cs 93ms 3.2ms 21.2MB 80ms 0ms mono 6.12.0
dart 1.dart 118ms 2.2ms 9.1MB 107ms 0ms dart/exe 3.8.1
csharp 2.cs 164ms 2.8ms 29.4MB 147ms 10ms dotnet 9.0.302
csharp 1.cs 1619ms 6.9ms 32.6MB 1613ms 10ms dotnet 9.0.302
csharp 1.cs 1815ms 7.4ms 29.0MB 1800ms 0ms mono 6.12.0
csharp 1.cs 1835ms 5.8ms 12.9MB 1817ms 3ms dotnet/aot 9.0.302

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 322ms 2.5ms 63.6MB 300ms 23ms dart/exe 3.8.1
csharp 2.cs 526ms 4.9ms 121.3MB 493ms 87ms dotnet/aot 9.0.302
csharp 1.cs 564ms 6.4ms 142.8MB 523ms 117ms dotnet/aot 9.0.302
csharp 2.cs 679ms 6.1ms 137.4MB 627ms 103ms dotnet 9.0.302
csharp 1.cs 711ms 59ms 163.7MB 657ms 127ms dotnet 9.0.302
csharp 1.cs 1278ms 6.5ms 140.5MB 1483ms 150ms mono 6.12.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 85ms 1.9ms 43.8MB 60ms 17ms dart/exe 3.8.1
csharp 2.cs 133ms 7.7ms 56.9MB 103ms 33ms dotnet/aot 9.0.302
csharp 1.cs 154ms 2.2ms 73.2MB 117ms 47ms dotnet/aot 9.0.302
csharp 2.cs 257ms 2.2ms 76.0MB 230ms 33ms dotnet 9.0.302
csharp 1.cs 265ms 3.1ms 69.4MB 233ms 40ms mono 6.12.0
csharp 1.cs 278ms 5.2ms 90.1MB 253ms 50ms dotnet 9.0.302

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 9.cs 368ms 4.8ms 27.9MB 340ms 7ms dotnet 9.0.302
csharp 8.cs 372ms 3.5ms 9.9MB 357ms 0ms dotnet/aot 9.0.302
dart 3.dart 411ms 3.9ms 6.1MB 400ms 0ms dart/exe 3.8.1
csharp 8.cs 419ms 3.4ms 27.9MB 403ms 7ms dotnet 9.0.302
csharp 8.cs 1250ms 3.2ms 22.1MB 1233ms 0ms mono 6.12.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 3.dart 45ms 0.7ms 6.3MB 40ms 0ms dart/exe 3.8.1
csharp 8.cs 46ms 1.1ms 9.9MB 40ms 0ms dotnet/aot 9.0.302
csharp 9.cs 91ms 0.6ms 28.3MB 73ms 7ms dotnet 9.0.302
csharp 8.cs 97ms 3.8ms 27.6MB 80ms 7ms dotnet 9.0.302
csharp 8.cs 165ms 0.7ms 22.6MB 150ms 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 1246ms 11ms 14.8MB 1220ms 30ms dart/exe 3.8.1
csharp 1.cs 3220ms 22ms 14.0MB 3130ms 93ms dotnet/aot 9.0.302
csharp 1.cs 3571ms 43ms 38.0MB 3593ms 117ms dotnet 9.0.302

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 306ms 3.5ms 14.8MB 290ms 7ms dart/exe 3.8.1
csharp 1.cs 753ms 1.0ms 13.3MB 720ms 27ms dotnet/aot 9.0.302
csharp 1.cs 993ms 5.8ms 37.9MB 1077ms 40ms dotnet 9.0.302

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6.cs 1754ms 1.1ms 419.2MB 1653ms 147ms dotnet/aot 9.0.302
csharp 5.cs 2081ms 35ms 442.1MB 2133ms 170ms dotnet 9.0.302
csharp 6.cs 2706ms 23ms 441.1MB 2663ms 163ms dotnet 9.0.302
csharp 5.cs 4207ms 9.5ms 419.7MB 4107ms 153ms dotnet/aot 9.0.302
dart 1.dart timeout 0.0ms 130.1MB 4963ms 40ms dart/exe 3.8.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6.cs 190ms 0.1ms 46.3MB 163ms 17ms dotnet/aot 9.0.302
csharp 5.cs 287ms 5.4ms 71.4MB 260ms 30ms dotnet 9.0.302
csharp 6.cs 390ms 1.0ms 70.8MB 363ms 27ms dotnet 9.0.302
csharp 5.cs 436ms 2.7ms 47.0MB 410ms 20ms dotnet/aot 9.0.302
dart 1.dart 635ms 1.3ms 43.1MB 607ms 17ms dart/exe 3.8.1

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 1869ms 0.3ms 10.3MB 7317ms 7ms dotnet/aot 9.0.302
csharp 3-m.cs 1921ms 2.8ms 30.3MB 7360ms 10ms dotnet 9.0.302
dart 1.dart 3748ms 2.0ms 6.4MB 3740ms 0ms dart/exe 3.8.1
csharp 3-m.cs 4724ms 142ms 25.7MB 18023ms 13ms mono 6.12.0
dart 2.dart 4934ms 6.4ms 6.4MB 4923ms 0ms dart/exe 3.8.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 494ms 15ms 10.5MB 1790ms 3ms dotnet/aot 9.0.302
csharp 3-m.cs 536ms 5.0ms 30.0MB 1870ms 10ms dotnet 9.0.302
dart 1.dart 939ms 0.1ms 6.3MB 930ms 0ms dart/exe 3.8.1
csharp 3-m.cs 1202ms 28ms 25.4MB 4503ms 10ms mono 6.12.0
dart 2.dart 1238ms 0.9ms 6.4MB 1230ms 0ms dart/exe 3.8.1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 128ms 0.7ms 10.3MB 450ms 3ms dotnet/aot 9.0.302
csharp 3-m.cs 179ms 3.7ms 28.5MB 503ms 10ms dotnet 9.0.302
dart 1.dart 240ms 2.1ms 6.3MB 230ms 0ms dart/exe 3.8.1
dart 2.dart 315ms 2.5ms 6.1MB 303ms 0ms dart/exe 3.8.1
csharp 3-m.cs 352ms 12ms 25.4MB 1193ms 10ms mono 6.12.0