Current benchmark data was generated on Mon Apr 14 2025, full log can be found HERE
CONTRIBUTIONS are WELCOME!
* -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.)
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 263ms | 1.3ms | 40.1MB | 250ms | 0ms | zig 0.14.0 |
c | 1.c | 279ms | 1.8ms | 40.9MB | 263ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 1.c | 281ms | 2.9ms | 40.2MB | 263ms | 0ms | zigcc 0.14.0 |
go | 1.go | 287ms | 7.7ms | 39.7MB | 273ms | 0ms | tinygo 0.37.0 |
nim | 1.nim | 289ms | 6.8ms | 41.5MB | 277ms | 0ms | nim 2.2.2 |
crystal | 2.cr | 298ms | 3.7ms | 8.1MB | 287ms | 0ms | crystal 1.16.0 |
v | 1.v | 301ms | 2.5ms | 40.2MB | 287ms | 0ms | v/clang 0.4.10 |
c | 1.c | 301ms | 7.8ms | 41.0MB | 283ms | 0ms | gcc 14.2.0 |
v | 1.v | 307ms | 2.3ms | 41.1MB | 297ms | 0ms | v/clang+gc 0.4.10 |
rust | 1.rs | 308ms | 4.4ms | 40.9MB | 293ms | 0ms | rustc 1.86.0 |
go | 1.go | 310ms | 4.7ms | 71.6MB | 293ms | 0ms | go 1.24.2 |
csharp | 1.cs | 316ms | 7.0ms | 78.7MB | 300ms | 3ms | dotnet/aot 9.0.203 |
rust | 2.rs | 328ms | 1.8ms | 6.6MB | 317ms | 0ms | rustc 1.86.0 |
zig | 2.zig | 328ms | 2.0ms | 6.0MB | 320ms | 0ms | zig 0.14.0 |
nim | 1.nim | 329ms | 8.1ms | 41.8MB | 317ms | 0ms | nim/clang 2.2.2 |
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 |
d | 1.d | 349ms | 1.2ms | 77.3MB | 337ms | 0ms | dmd 2.111.0 |
odin | 1.odin | 351ms | 14ms | 40.5MB | 333ms | 0ms | odin 2024 |
d | 1.d | 353ms | 6.9ms | 42.9MB | 337ms | 3ms | ldc2 1.40.1 |
wasm | 2.rs | 372ms | 4.5ms | 22.0MB | 360ms | 0ms | wasmtime 31.0.0 |
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 |
crystal | 1.cr | 425ms | 7.5ms | 62.4MB | 410ms | 0ms | crystal 1.16.0 |
go | 2.go | 425ms | 4.9ms | 21.4MB | 413ms | 0ms | tinygo 0.37.0 |
java | 1.java | 431ms | 12ms | 115.9MB | 483ms | 23ms | openjdk 21 |
codon | 1-m.py | 439ms | 1.9ms | 47.6MB | 740ms | 3ms | codon 0.18.2 |
java | 1.java | 477ms | 33ms | 118.4MB | 523ms | 27ms | openjdk 23 |
wasm | 1.rs | 481ms | 4.7ms | 56.1MB | 463ms | 0ms | wasmtime 31.0.0 |
cpp | 1.cpp | 489ms | 5.4ms | 7.3MB | 477ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 528ms | 1.2ms | 7.8MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 556ms | 7.3ms | 83.9MB | 533ms | 10ms | mono 6.12.0 |
java | 1-m.java | 620ms | 8.0ms | 218.4MB | 897ms | 63ms | graal/jvm 17.0.8 |
java | 1.java | 625ms | 9.3ms | 112.7MB | 537ms | 163ms | openjdk/zgc 21 |
odin | 2.odin | 717ms | 45ms | 6.5MB | 703ms | 0ms | odin 2024 |
java | 2.java | 782ms | 2.9ms | 56.8MB | 840ms | 17ms | openjdk 21 |
go | 2.go | 801ms | 7.5ms | 21.5MB | 783ms | 10ms | go 1.24.2 |
java | 2.java | 801ms | 16ms | 60.2MB | 853ms | 20ms | openjdk 23 |
d | 2.d | 844ms | 2.0ms | 49.1MB | 827ms | 3ms | ldc2 1.40.1 |
java | 2.java | 850ms | 3.1ms | 53.3MB | 780ms | 147ms | openjdk/zgc 21 |
ocaml | 1.ml | 1018ms | 5.8ms | 550.4MB | 963ms | 40ms | ocaml 5.3.0 |
d | 2.d | 1166ms | 3.1ms | 51.0MB | 1150ms | 3ms | dmd 2.111.0 |
java | 2-m.java | 1327ms | 5.9ms | 242.0MB | 2380ms | 100ms | graal/jvm 17.0.8 |
codon | 2.py | 1566ms | 35ms | 100.8MB | 1870ms | 27ms | codon 0.18.2 |
csharp | 2.cs | 1871ms | 22ms | 31.1MB | 1857ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 1884ms | 9.4ms | 17.2MB | 1867ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2598ms | 14ms | 369.5MB | 2527ms | 60ms | pypy 3.10.16 |
python | 2.py | 3071ms | 19ms | 633.0MB | 2897ms | 157ms | pyston 3.8.12 |
python | 1.py | 4831ms | 76ms | 320.4MB | 4770ms | 47ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 561.0MB | 6803ms | 83ms | actonc 0.24.1 |
python | 1.py | timeout | 0.0ms | 321.3MB | 4960ms | 27ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4833ms | 150ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.7MB | 4723ms | 260ms | pypy 3.10.16 |
ruby | 1.rb | timeout | 0.0ms | 325.4MB | 4860ms | 130ms | ruby 3.4.2 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4853ms | 137ms | ruby/yjit 3.4.2 |
ruby | 1.rb | timeout | 0.0ms | 703.0MB | 5090ms | 140ms | truffleruby 24.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 50ms | 1.1ms | 10.8MB | 40ms | 0ms | zig 0.14.0 |
c | 1.c | 52ms | 2.6ms | 11.8MB | 40ms | 0ms | gcc 14.2.0 |
nim | 1.nim | 53ms | 2.7ms | 11.5MB | 40ms | 0ms | nim 2.2.2 |
c | 1.c | 53ms | 0.9ms | 11.5MB | 40ms | 0ms | clang 14.0.0-1ubuntu1.1 |
go | 1.go | 54ms | 2.7ms | 10.4MB | 47ms | 0ms | tinygo 0.37.0 |
odin | 1.odin | 55ms | 2.3ms | 11.4MB | 43ms | 0ms | odin 2024 |
nim | 1.nim | 56ms | 3.9ms | 11.8MB | 43ms | 0ms | nim/clang 2.2.2 |
rust | 1.rs | 59ms | 2.9ms | 11.6MB | 47ms | 0ms | rustc 1.86.0 |
c | 1.c | 59ms | 3.0ms | 11.0MB | 50ms | 0ms | zigcc 0.14.0 |
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 |
d | 1.d | 61ms | 0.8ms | 15.0MB | 50ms | 0ms | ldc2 1.40.1 |
csharp | 1.cs | 64ms | 0.5ms | 24.9MB | 50ms | 0ms | dotnet/aot 9.0.203 |
go | 1.go | 65ms | 3.1ms | 21.6MB | 57ms | 0ms | go 1.24.2 |
d | 1.d | 74ms | 1.5ms | 27.2MB | 63ms | 0ms | dmd 2.111.0 |
crystal | 2.cr | 74ms | 1.4ms | 4.4MB | 67ms | 0ms | crystal 1.16.0 |
zig | 2.zig | 80ms | 0.0ms | 2.3MB | 70ms | 0ms | zig 0.14.0 |
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 |
rust | 2.rs | 83ms | 1.0ms | 2.9MB | 70ms | 0ms | rustc 1.86.0 |
crystal | 1.cr | 88ms | 0.8ms | 13.0MB | 80ms | 0ms | crystal 1.16.0 |
csharp | 1.cs | 96ms | 1.4ms | 42.5MB | 73ms | 10ms | dotnet 9.0.203 |
wasm | 1.rs | 97ms | 1.6ms | 27.0MB | 83ms | 0ms | wasmtime 31.0.0 |
wasm | 2.rs | 98ms | 1.4ms | 18.3MB | 83ms | 0ms | wasmtime 31.0.0 |
csharp | 2.cs | 102ms | 2.1ms | 11.9MB | 90ms | 0ms | dotnet/aot 9.0.203 |
go | 2.go | 106ms | 1.1ms | 4.9MB | 97ms | 0ms | tinygo 0.37.0 |
cpp | 1.cpp | 120ms | 1.2ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
codon | 1-m.py | 127ms | 2.2ms | 18.3MB | 430ms | 0ms | codon 0.18.2 |
csharp | 2.cs | 128ms | 1.1ms | 30.0MB | 110ms | 10ms | dotnet 9.0.203 |
cpp | 1.cpp | 132ms | 1.5ms | 4.1MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 146ms | 2.8ms | 38.1MB | 133ms | 0ms | mono 6.12.0 |
java | 1.java | 154ms | 3.2ms | 64.7MB | 203ms | 20ms | openjdk 21 |
java | 1.java | 160ms | 4.0ms | 68.3MB | 207ms | 20ms | openjdk 23 |
odin | 2.odin | 179ms | 13ms | 4.1MB | 173ms | 0ms | odin 2024 |
go | 2.go | 195ms | 2.9ms | 6.1MB | 183ms | 0ms | go 1.24.2 |
ocaml | 1.ml | 203ms | 4.9ms | 140.7MB | 183ms | 10ms | ocaml 5.3.0 |
java | 1-m.java | 205ms | 7.0ms | 124.6MB | 293ms | 37ms | graal/jvm 17.0.8 |
d | 2.d | 208ms | 1.8ms | 14.9MB | 197ms | 0ms | ldc2 1.40.1 |
java | 2.java | 265ms | 1.0ms | 49.9MB | 323ms | 27ms | openjdk 21 |
java | 2.java | 271ms | 2.5ms | 50.6MB | 327ms | 23ms | openjdk 23 |
java | 1.java | 288ms | 1.8ms | 61.5MB | 213ms | 147ms | openjdk/zgc 21 |
d | 2.d | 292ms | 0.6ms | 18.9MB | 280ms | 0ms | dmd 2.111.0 |
java | 2.java | 374ms | 4.3ms | 47.6MB | 313ms | 143ms | openjdk/zgc 21 |
codon | 2-m.py | 396ms | 4.4ms | 27.2MB | 707ms | 3ms | codon 0.18.2 |
ocaml | 2.ml | 463ms | 1.3ms | 9.1MB | 450ms | 0ms | ocaml 5.3.0 |
java | 2-m.java | 478ms | 6.0ms | 149.5MB | 853ms | 60ms | graal/jvm 17.0.8 |
csharp | 2.cs | 483ms | 2.6ms | 21.1MB | 470ms | 0ms | mono 6.12.0 |
python | 1.py | 545ms | 16ms | 135.2MB | 510ms | 20ms | pypy 3.10.16 |
python | 2.py | 746ms | 6.9ms | 164.2MB | 707ms | 27ms | pyston 3.8.12 |
python | 1.py | 1093ms | 21ms | 86.0MB | 1070ms | 10ms | pyston 3.8.12 |
python | 2.py | 1471ms | 14ms | 165.0MB | 1430ms | 30ms | cpython 3.13.3 |
python | 2.py | 1569ms | 31ms | 290.2MB | 1480ms | 77ms | pypy 3.10.16 |
ruby | 1.rb | 1725ms | 19ms | 476.7MB | 2387ms | 160ms | truffleruby 24.2.0 |
acton | 1.act | 2396ms | 10ms | 192.3MB | 2950ms | 50ms | actonc 0.24.1 |
python | 1.py | 2775ms | 8.1ms | 86.9MB | 2750ms | 10ms | cpython 3.13.3 |
ruby | 1.rb | 3412ms | 46ms | 131.8MB | 3323ms | 73ms | ruby/yjit 3.4.2 |
ruby | 1.rb | 4494ms | 36ms | 131.1MB | 4403ms | 77ms | ruby 3.4.2 |