Programming Language and compiler
Benchmarks

V VS C# benchmarks

Current benchmark data was generated on Mon Apr 14 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
v 1.v 776ms 13ms 28.8MB 763ms 0ms v/clang+gc 0.4.10
csharp 1.cs 959ms 8.6ms 205.9MB 957ms 147ms dotnet 9.0.203
csharp 1.cs 974ms 8.9ms 178.1MB 980ms 130ms dotnet/aot 9.0.203
csharp 1.cs 1663ms 23ms 105.5MB 1877ms 200ms mono 6.12.0
v 1.v 2181ms 25ms 2086.6MB 1293ms 870ms v/clang 0.4.10

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 72ms 2.7ms 4.6MB 60ms 0ms v/clang+gc 0.4.10
csharp 1.cs 122ms 4.1ms 33.2MB 90ms 30ms dotnet/aot 9.0.203
csharp 1.cs 143ms 1.7ms 42.2MB 120ms 13ms mono 6.12.0
csharp 1.cs 195ms 2.0ms 49.9MB 157ms 40ms dotnet 9.0.203
v 1.v 210ms 4.3ms 198.0MB 120ms 80ms v/clang 0.4.10

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1-m.cs 2219ms 89ms 50.5MB 7740ms 67ms dotnet/aot 9.0.203
csharp 1-m.cs 2823ms 229ms 66.1MB 9820ms 107ms dotnet 9.0.203
v 1.v timeout 0.0ms 18.1MB 8697ms 10607ms v/clang 0.4.10
v 1.v timeout 0.0ms 18.0MB 8987ms 10223ms v/clang+gc 0.4.10

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1-m.cs 158ms 13ms 19.0MB 460ms 13ms dotnet/aot 9.0.203
csharp 1-m.cs 310ms 14ms 37.2MB 877ms 20ms dotnet 9.0.203
v 1-m.v 1392ms 49ms 9.6MB 2267ms 2953ms v/clang 0.4.10
v 1-m.v 1502ms 58ms 10.3MB 2597ms 3033ms v/clang+gc 0.4.10

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 4175ms 1.9ms 18.3MB 4147ms 10ms dotnet/aot 9.0.203
csharp 1.cs 4964ms 20ms 37.6MB 4937ms 23ms dotnet 9.0.203
v 1.v timeout 0.0ms 8.3MB 4990ms 0ms v/clang+gc 0.4.10

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 690ms 1.2ms 14.8MB 670ms 0ms dotnet/aot 9.0.203
csharp 1.cs 864ms 4.6ms 33.9MB 843ms 13ms dotnet 9.0.203
v 1.v timeout 0.0ms 4.6MB 4990ms 0ms v/clang+gc 0.4.10

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 2235ms 1.8ms 1.9MB 2223ms 0ms v/clang+gc 0.4.10
v 1.v 2259ms 4.6ms 1.1MB 2253ms 0ms v/clang 0.4.10

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 190ms 2.6ms 1.9MB 180ms 0ms v/clang+gc 0.4.10
v 1.v 193ms 1.3ms 1.1MB 180ms 0ms v/clang 0.4.10

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 5-m.cs 131ms 0.3ms 26.3MB 350ms 103ms dotnet/aot 9.0.203
csharp 5-m.cs 189ms 3.4ms 39.1MB 467ms 123ms dotnet 9.0.203
csharp 5-m.cs 241ms 13ms 51.4MB 660ms 123ms mono 6.12.0
v 1.v 499ms 3.2ms 1.3MB 490ms 0ms v/clang 0.4.10
v 1.v 517ms 2.6ms 2.1MB 507ms 0ms v/clang+gc 0.4.10

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 5-m.cs 25ms 0.4ms 15.4MB 37ms 10ms dotnet/aot 9.0.203
v 1.v 54ms 0.6ms 2.1MB 50ms 0ms v/clang+gc 0.4.10
v 1.v 54ms 1.5ms 1.3MB 47ms 0ms v/clang 0.4.10
csharp 5-m.cs 60ms 1.1ms 36.9MB 80ms 20ms dotnet 9.0.203
csharp 5-m.cs 70ms 2.0ms 30.9MB 103ms 20ms mono 6.12.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 1.0ms 0.0ms 1.4MB 0ms 0ms v/clang 0.4.10
v 1.v 1.3ms 0.0ms 1.9MB 0ms 0ms v/clang+gc 0.4.10
csharp 1.cs 9.0ms 3.9ms 6.8MB 0ms 0ms dotnet/aot 9.0.203
csharp 1.cs 31ms 0.6ms 21.3MB 20ms 0ms mono 6.12.0
csharp 1.cs 35ms 1.3ms 26.1MB 20ms 2ms dotnet 9.0.203

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 94ms 1.9ms 9.8MB 80ms 0ms dotnet/aot 9.0.203
csharp 2.cs 147ms 3.1ms 22.7MB 133ms 0ms mono 6.12.0
csharp 2.cs 251ms 4.8ms 29.4MB 233ms 7ms dotnet 9.0.203
v 1.v 254ms 2.2ms 1.3MB 243ms 0ms v/clang 0.4.10
v 1.v 264ms 9.7ms 2.1MB 257ms 0ms v/clang+gc 0.4.10
csharp 1.cs 1050ms 13ms 13.3MB 1033ms 3ms dotnet/aot 9.0.203
csharp 1.cs 1311ms 11ms 32.9MB 1293ms 20ms dotnet 9.0.203
csharp 1.cs 3329ms 33ms 43.6MB 3287ms 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 262ms 0.8ms 9.6MB 250ms 0ms dotnet/aot 9.0.203
csharp 2.cs 362ms 2.4ms 22.7MB 350ms 0ms mono 6.12.0
csharp 2.cs 402ms 3.7ms 29.5MB 387ms 7ms dotnet 9.0.203
v 1.v 753ms 8.3ms 1.5MB 743ms 0ms v/clang 0.4.10
v 1.v 770ms 12ms 2.1MB 760ms 0ms v/clang+gc 0.4.10
csharp 1.cs 3120ms 25ms 13.6MB 3103ms 10ms dotnet/aot 9.0.203
csharp 1.cs 3611ms 58ms 32.8MB 3597ms 17ms dotnet 9.0.203
csharp 1.cs timeout 0.0ms 45.7MB 4947ms 47ms mono 6.12.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 2.cs 52ms 1.4ms 9.6MB 40ms 0ms dotnet/aot 9.0.203
v 1.v 90ms 2.2ms 1.3MB 83ms 0ms v/clang 0.4.10
csharp 2.cs 96ms 2.2ms 23.0MB 83ms 0ms mono 6.12.0
v 1.v 100ms 1.2ms 2.1MB 90ms 0ms v/clang+gc 0.4.10
csharp 2.cs 164ms 4.7ms 29.3MB 143ms 7ms dotnet 9.0.203
csharp 1.cs 1615ms 6.7ms 32.6MB 1600ms 13ms dotnet 9.0.203
csharp 1.cs 1819ms 4.9ms 28.8MB 1803ms 0ms mono 6.12.0
csharp 1.cs 1826ms 3.1ms 13.1MB 1810ms 0ms dotnet/aot 9.0.203

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 311ms 1.3ms 1.6MB 300ms 0ms v/clang 0.4.10
v 1.v 313ms 1.2ms 2.3MB 300ms 0ms v/clang+gc 0.4.10
csharp 9.cs 360ms 2.9ms 27.6MB 340ms 7ms dotnet 9.0.203
csharp 8.cs 371ms 1.0ms 9.9MB 360ms 0ms dotnet/aot 9.0.203
csharp 8.cs 419ms 1.8ms 27.4MB 400ms 3ms dotnet 9.0.203
csharp 8.cs 1254ms 9.8ms 22.8MB 1240ms 0ms mono 6.12.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 33ms 0.5ms 1.6MB 30ms 0ms v/clang 0.4.10
v 1.v 34ms 0.4ms 2.3MB 30ms 0ms v/clang+gc 0.4.10
csharp 8.cs 46ms 1.4ms 9.9MB 30ms 0ms dotnet/aot 9.0.203
csharp 9.cs 93ms 4.5ms 27.6MB 70ms 7ms dotnet 9.0.203
csharp 8.cs 99ms 8.1ms 27.6MB 80ms 3ms dotnet 9.0.203
csharp 8.cs 162ms 0.8ms 20.9MB 150ms 0ms mono 6.12.0

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 301ms 2.5ms 40.2MB 287ms 0ms v/clang 0.4.10
v 1.v 307ms 2.3ms 41.1MB 297ms 0ms v/clang+gc 0.4.10
csharp 1.cs 316ms 7.0ms 78.7MB 300ms 3ms dotnet/aot 9.0.203
v 2.v 331ms 2.0ms 6.9MB 320ms 0ms v/clang+gc 0.4.10
v 2.v 332ms 2.6ms 6.1MB 320ms 0ms v/clang 0.4.10
csharp 1.cs 340ms 5.0ms 96.2MB 313ms 13ms dotnet 9.0.203
csharp 2.cs 395ms 3.2ms 17.6MB 380ms 0ms dotnet/aot 9.0.203
csharp 2.cs 398ms 8.9ms 35.5MB 377ms 10ms dotnet 9.0.203
csharp 1.cs 556ms 7.3ms 83.9MB 533ms 10ms mono 6.12.0
csharp 2.cs 1871ms 22ms 31.1MB 1857ms 0ms mono 6.12.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 59ms 3.2ms 11.7MB 50ms 0ms v/clang+gc 0.4.10
v 1.v 59ms 1.2ms 11.0MB 50ms 0ms v/clang 0.4.10
csharp 1.cs 64ms 0.5ms 24.9MB 50ms 0ms dotnet/aot 9.0.203
v 2.v 82ms 1.6ms 3.1MB 73ms 0ms v/clang+gc 0.4.10
v 2.v 83ms 1.8ms 2.4MB 73ms 0ms v/clang 0.4.10
csharp 1.cs 96ms 1.4ms 42.5MB 73ms 10ms dotnet 9.0.203
csharp 2.cs 102ms 2.1ms 11.9MB 90ms 0ms dotnet/aot 9.0.203
csharp 2.cs 128ms 1.1ms 30.0MB 110ms 10ms dotnet 9.0.203
csharp 1.cs 146ms 2.8ms 38.1MB 133ms 0ms mono 6.12.0
csharp 2.cs 483ms 2.6ms 21.1MB 470ms 0ms mono 6.12.0

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 2.v 3232ms 64ms 3.4MB 3210ms 10ms v/clang+gc 0.4.10
csharp 1.cs 3248ms 11ms 14.0MB 3150ms 93ms dotnet/aot 9.0.203
csharp 1.cs 3556ms 47ms 38.4MB 3577ms 123ms dotnet 9.0.203

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 1.cs 761ms 1.1ms 13.5MB 720ms 27ms dotnet/aot 9.0.203
v 2.v 795ms 37ms 2.6MB 780ms 0ms v/clang+gc 0.4.10
csharp 1.cs 985ms 2.4ms 37.8MB 1070ms 43ms dotnet 9.0.203

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6.cs 1749ms 12ms 417.4MB 1647ms 160ms dotnet/aot 9.0.203
csharp 5.cs 2068ms 11ms 444.0MB 2113ms 183ms dotnet 9.0.203
csharp 6.cs 2696ms 1.7ms 441.1MB 2650ms 167ms dotnet 9.0.203
csharp 5.cs 4282ms 5.1ms 416.9MB 4190ms 147ms dotnet/aot 9.0.203
v 1.v timeout 0.0ms 83.0MB 4983ms 3ms v/clang+gc 0.4.10

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 6.cs 190ms 1.2ms 46.4MB 163ms 20ms dotnet/aot 9.0.203
csharp 5.cs 283ms 0.3ms 72.7MB 253ms 30ms dotnet 9.0.203
csharp 6.cs 387ms 3.0ms 69.6MB 357ms 30ms dotnet 9.0.203
csharp 5.cs 441ms 3.2ms 48.6MB 417ms 20ms dotnet/aot 9.0.203
v 1.v 3588ms 122ms 26.0MB 3577ms 0ms v/clang+gc 0.4.10

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 1860ms 1.8ms 10.4MB 7253ms 10ms dotnet/aot 9.0.203
csharp 3-m.cs 1926ms 4.5ms 29.9MB 7353ms 23ms dotnet 9.0.203
csharp 3-m.cs 4693ms 178ms 25.5MB 17890ms 10ms mono 6.12.0
v 1.v timeout 0.0ms 1.6MB 4990ms 0ms v/clang 0.4.10
v 1.v timeout 0.0ms 2.8MB 4990ms 0ms v/clang+gc 0.4.10

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 494ms 33ms 10.5MB 1787ms 3ms dotnet/aot 9.0.203
csharp 3-m.cs 657ms 23ms 30.0MB 1690ms 10ms dotnet 9.0.203
csharp 3-m.cs 1197ms 19ms 27.2MB 4503ms 13ms mono 6.12.0
v 1.v 1284ms 0.9ms 1.5MB 1277ms 0ms v/clang 0.4.10
v 1.v 1299ms 2.5ms 2.5MB 1290ms 0ms v/clang+gc 0.4.10

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
csharp 3-m.cs 128ms 1.5ms 10.4MB 450ms 0ms dotnet/aot 9.0.203
csharp 3-m.cs 248ms 8.5ms 28.6MB 463ms 10ms dotnet 9.0.203
v 1.v 325ms 1.3ms 1.5MB 320ms 0ms v/clang 0.4.10
v 1.v 326ms 0.2ms 2.5MB 320ms 0ms v/clang+gc 0.4.10
csharp 3-m.cs 352ms 13ms 24.8MB 1190ms 10ms mono 6.12.0