Programming Language and compiler
Benchmarks

All C# benchmarks

Current benchmark data was generated on Mon May 19 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

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 937ms 10ms 185.4MB 937ms 137ms dotnet 9.0.300
1.cs 1089ms 203ms 175.6MB 1003ms 140ms dotnet/aot 9.0.300
1.cs 1663ms 38ms 98.4MB 1863ms 183ms mono 6.12.0

Input: 15

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 142ms 2.5ms 44.0MB 123ms 10ms mono 6.12.0
1.cs 161ms 19ms 31.8MB 100ms 30ms dotnet/aot 9.0.300
1.cs 203ms 9.4ms 50.0MB 160ms 37ms dotnet 9.0.300

coro-prime-sieve

Input: 4000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1-m.cs 2148ms 121ms 48.9MB 7577ms 67ms dotnet/aot 9.0.300
1-m.cs 2876ms 225ms 73.0MB 9937ms 117ms dotnet 9.0.300

Input: 1000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1-m.cs 149ms 3.9ms 20.9MB 447ms 10ms dotnet/aot 9.0.300
1-m.cs 298ms 11ms 37.4MB 860ms 23ms dotnet 9.0.300

edigits

Input: 250001

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 4097ms 4.2ms 18.3MB 4073ms 10ms dotnet/aot 9.0.300
1.cs 4958ms 17ms 37.6MB 4930ms 20ms dotnet 9.0.300

Input: 100000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 679ms 2.3ms 14.5MB 660ms 7ms dotnet/aot 9.0.300
1.cs 869ms 4.4ms 33.8MB 847ms 10ms dotnet 9.0.300

fasta

Input: 2500000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
5-m.cs 130ms 1.4ms 25.4MB 353ms 97ms dotnet/aot 9.0.300
5-m.cs 190ms 8.2ms 39.0MB 473ms 110ms dotnet 9.0.300
5-m.cs 239ms 13ms 49.4MB 680ms 103ms mono 6.12.0

Input: 250000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
5-m.cs 25ms 1.5ms 16.1MB 33ms 17ms dotnet/aot 9.0.300
5-m.cs 62ms 2.0ms 37.3MB 87ms 17ms dotnet 9.0.300
5-m.cs 73ms 0.4ms 31.2MB 103ms 27ms mono 6.12.0

helloworld

Input: QwQ

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 7.5ms 2.9ms 9.6MB 0ms 0ms dotnet/aot 9.0.300
1.cs 32ms 1.0ms 23.9MB 20ms 2ms mono 6.12.0
1.cs 35ms 0.3ms 26.1MB 20ms 0ms dotnet 9.0.300

http-server

Input: 3000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2-http2.cs 537ms 2.6ms 108.1MB 743ms 150ms dotnet 9.0.300
2-m.cs 586ms 10ms 140.8MB 750ms 510ms dotnet 9.0.300
2-http3.cs 705ms 14ms 145.4MB 1130ms 247ms dotnet 9.0.300
1-m.cs 712ms 21ms 168.0MB 1107ms 663ms dotnet 9.0.300

Input: 500

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2-m.cs 352ms 3.2ms 86.9MB 380ms 183ms dotnet 9.0.300
1-m.cs 397ms 9.9ms 98.1MB 547ms 220ms dotnet 9.0.300
2-http2.cs 445ms 7.3ms 86.0MB 513ms 77ms dotnet 9.0.300
2-http3.cs 511ms 2.0ms 93.3MB 600ms 117ms dotnet 9.0.300

json-serde

Input: sample 5000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 306ms 4.4ms 68.6MB 273ms 37ms dotnet 9.0.300
1.cs 810ms 79ms 143.6MB 820ms 70ms dotnet 9.0.300

Input: canada 15

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 1499ms 4.2ms 232.6MB 1640ms 93ms dotnet 9.0.300
1.cs 2651ms 20ms 718.1MB 3213ms 433ms dotnet 9.0.300

knucleotide

Input: 2500000_in

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
6-m.cs 488ms 3.5ms 46.2MB 1320ms 20ms dotnet/aot 9.0.300
6-m.cs 722ms 26ms 68.3MB 1957ms 30ms dotnet 9.0.300
6-m.cs 1021ms 12ms 69.9MB 2960ms 30ms mono 6.12.0

Input: 250000_in

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
6-m.cs 100ms 5.3ms 36.6MB 170ms 17ms dotnet/aot 9.0.300
6-m.cs 188ms 5.7ms 58.6MB 290ms 27ms dotnet 9.0.300
6-m.cs 194ms 4.9ms 51.0MB 377ms 17ms mono 6.12.0

lru

Input: 1000 1000000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 93ms 0.6ms 9.6MB 80ms 0ms dotnet/aot 9.0.300
2.cs 148ms 2.9ms 21.2MB 137ms 3ms mono 6.12.0
2.cs 255ms 4.3ms 29.5MB 233ms 10ms dotnet 9.0.300
1.cs 1040ms 5.1ms 13.3MB 1020ms 10ms dotnet/aot 9.0.300
1.cs 1302ms 18ms 33.1MB 1287ms 20ms dotnet 9.0.300
1.cs 3346ms 4.8ms 45.5MB 3297ms 40ms mono 6.12.0

Input: 1000 3000000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 263ms 3.9ms 9.8MB 247ms 0ms dotnet/aot 9.0.300
2.cs 378ms 23ms 22.6MB 360ms 0ms mono 6.12.0
2.cs 403ms 7.6ms 29.1MB 383ms 10ms dotnet 9.0.300
1.cs 3118ms 26ms 13.3MB 3090ms 13ms dotnet/aot 9.0.300
1.cs 3650ms 14ms 32.8MB 3633ms 17ms dotnet 9.0.300
1.cs timeout 0.0ms 45.6MB 4940ms 50ms mono 6.12.0

Input: 100 500000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 51ms 1.0ms 9.6MB 40ms 0ms dotnet/aot 9.0.300
2.cs 94ms 1.8ms 20.8MB 80ms 0ms mono 6.12.0
2.cs 166ms 3.5ms 29.5MB 150ms 3ms dotnet 9.0.300
1.cs 1616ms 3.8ms 32.5MB 1607ms 10ms dotnet 9.0.300
1.cs 1820ms 10ms 28.8MB 1803ms 0ms mono 6.12.0
1.cs 1824ms 6.5ms 13.0MB 1807ms 0ms dotnet/aot 9.0.300

mandelbrot

Input: 5000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
4.cs 393ms 90ms 37.2MB 370ms 10ms dotnet 9.0.300
2.cs 542ms 30ms 39.8MB 513ms 17ms dotnet 9.0.300
1.cs 2032ms 8.7ms 36.5MB 2003ms 10ms dotnet 9.0.300
3.cs 2353ms 7.5ms 16.5MB 2340ms 0ms dotnet/aot 9.0.300
3.cs 2458ms 7.7ms 36.8MB 2430ms 13ms dotnet 9.0.300
1.cs 3952ms 112ms 16.2MB 3937ms 0ms dotnet/aot 9.0.300
1.cs timeout 0.0ms 24.1MB 4983ms 3ms mono 6.12.0

Input: 1000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
4.cs 80ms 2.2ms 34.4MB 57ms 10ms dotnet 9.0.300
3.cs 110ms 2.9ms 13.5MB 100ms 0ms dotnet/aot 9.0.300
2.cs 111ms 4.3ms 36.8MB 87ms 13ms dotnet 9.0.300
1.cs 138ms 2.6ms 33.5MB 117ms 10ms dotnet 9.0.300
3.cs 175ms 5.6ms 33.8MB 150ms 10ms dotnet 9.0.300
1.cs 175ms 5.9ms 13.5MB 163ms 0ms dotnet/aot 9.0.300
1.cs 574ms 7.0ms 23.7MB 557ms 3ms mono 6.12.0

merkletrees

Input: 17

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 537ms 11ms 121.0MB 490ms 90ms dotnet/aot 9.0.300
1.cs 614ms 11ms 143.3MB 563ms 120ms dotnet/aot 9.0.300
2.cs 684ms 6.9ms 136.2MB 630ms 97ms dotnet 9.0.300
1.cs 764ms 21ms 161.6MB 710ms 117ms dotnet 9.0.300
1.cs 1297ms 5.6ms 140.0MB 1507ms 167ms mono 6.12.0

Input: 15

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
2.cs 137ms 9.3ms 57.3MB 110ms 30ms dotnet/aot 9.0.300
1.cs 158ms 4.3ms 74.7MB 120ms 50ms dotnet/aot 9.0.300
2.cs 262ms 6.1ms 75.2MB 227ms 37ms dotnet 9.0.300
1.cs 266ms 1.9ms 69.4MB 240ms 37ms mono 6.12.0
1.cs 272ms 2.6ms 88.1MB 243ms 53ms dotnet 9.0.300

nbody

Input: 5000000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
9.cs 363ms 3.7ms 27.6MB 340ms 7ms dotnet 9.0.300
8.cs 372ms 0.9ms 9.8MB 360ms 0ms dotnet/aot 9.0.300
8.cs 423ms 2.3ms 27.6MB 403ms 3ms dotnet 9.0.300
8.cs 1252ms 5.3ms 22.4MB 1240ms 0ms mono 6.12.0

Input: 500000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
8.cs 46ms 0.5ms 9.8MB 30ms 0ms dotnet/aot 9.0.300
9.cs 93ms 1.5ms 27.8MB 73ms 10ms dotnet 9.0.300
8.cs 95ms 2.7ms 27.6MB 77ms 7ms dotnet 9.0.300
8.cs 162ms 0.3ms 22.8MB 150ms 0ms mono 6.12.0

nsieve

Input: 12

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 325ms 6.5ms 78.7MB 307ms 3ms dotnet/aot 9.0.300
1.cs 361ms 8.4ms 96.1MB 333ms 13ms dotnet 9.0.300
2.cs 394ms 2.3ms 17.5MB 377ms 0ms dotnet/aot 9.0.300
2.cs 399ms 6.4ms 35.4MB 380ms 7ms dotnet 9.0.300
1.cs 560ms 6.0ms 82.0MB 540ms 10ms mono 6.12.0
2.cs 1908ms 73ms 29.5MB 1887ms 3ms mono 6.12.0

Input: 10

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 63ms 0.6ms 24.8MB 47ms 0ms dotnet/aot 9.0.300
1.cs 99ms 2.3ms 42.3MB 77ms 7ms dotnet 9.0.300
2.cs 102ms 1.9ms 11.9MB 90ms 0ms dotnet/aot 9.0.300
2.cs 129ms 0.7ms 29.9MB 113ms 7ms dotnet 9.0.300
1.cs 144ms 1.4ms 36.4MB 130ms 3ms mono 6.12.0
2.cs 494ms 11ms 21.5MB 480ms 0ms mono 6.12.0

pidigits

Input: 8000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 3259ms 15ms 13.9MB 3147ms 107ms dotnet/aot 9.0.300
1.cs 3630ms 50ms 38.0MB 3650ms 117ms dotnet 9.0.300

Input: 4000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 761ms 6.7ms 13.5MB 727ms 20ms dotnet/aot 9.0.300
1.cs 990ms 7.0ms 37.5MB 1083ms 37ms dotnet 9.0.300

regex-redux

Input: 2500000_in

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
6.cs 1758ms 15ms 418.7MB 1653ms 153ms dotnet/aot 9.0.300
5.cs 2138ms 7.7ms 443.4MB 2173ms 187ms dotnet 9.0.300
6.cs 2760ms 95ms 438.8MB 2717ms 170ms dotnet 9.0.300
5.cs 4264ms 20ms 419.0MB 4173ms 147ms dotnet/aot 9.0.300

Input: 250000_in

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
6.cs 189ms 0.8ms 47.5MB 163ms 17ms dotnet/aot 9.0.300
5.cs 291ms 6.5ms 72.6MB 260ms 30ms dotnet 9.0.300
6.cs 396ms 4.6ms 70.3MB 357ms 33ms dotnet 9.0.300
5.cs 439ms 1.8ms 47.4MB 413ms 20ms dotnet/aot 9.0.300

secp256k1

Input: 2000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 2831ms 17ms 13.1MB 2790ms 27ms dotnet/aot 9.0.300
1.cs 2950ms 24ms 35.1MB 3023ms 40ms dotnet 9.0.300

Input: 500

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
1.cs 717ms 5.6ms 12.8MB 697ms 7ms dotnet/aot 9.0.300
1.cs 1001ms 5.2ms 35.1MB 1100ms 17ms dotnet 9.0.300

spectral-norm

Input: 8000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
3-m.cs 1877ms 33ms 10.4MB 7243ms 3ms dotnet/aot 9.0.300
3-m.cs 1988ms 108ms 30.3MB 7253ms 20ms dotnet 9.0.300
3-m.cs 4713ms 116ms 24.7MB 18030ms 17ms mono 6.12.0

Input: 4000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
3-m.cs 475ms 1.5ms 10.5MB 1810ms 0ms dotnet/aot 9.0.300
3-m.cs 535ms 3.2ms 30.1MB 1887ms 10ms dotnet 9.0.300
3-m.cs 1236ms 42ms 25.8MB 4650ms 7ms mono 6.12.0

Input: 2000

code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
3-m.cs 128ms 1.5ms 10.5MB 450ms 0ms dotnet/aot 9.0.300
3-m.cs 176ms 1.1ms 28.5MB 503ms 10ms dotnet 9.0.300
3-m.cs 356ms 11ms 25.4MB 1197ms 3ms mono 6.12.0