Current benchmark data was generated on Thu May 01 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 |
---|---|---|---|---|---|---|---|
nim | 1.nim | 269ms | 7.3ms | 41.5MB | 260ms | 0ms | nim 2.2.4 |
zig | 1.zig | 271ms | 2.6ms | 40.2MB | 250ms | 0ms | zig 0.14.0 |
c | 1.c | 279ms | 14ms | 40.8MB | 263ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 1.c | 281ms | 12ms | 41.1MB | 263ms | 0ms | gcc 15.1.0 |
odin | 1.odin | 286ms | 4.5ms | 40.6MB | 273ms | 3ms | odin 2024 |
go | 1.go | 288ms | 12ms | 39.8MB | 273ms | 0ms | tinygo 0.37.0 |
c | 1.c | 297ms | 11ms | 40.3MB | 280ms | 0ms | zigcc 0.14.0 |
v | 1.v | 305ms | 4.9ms | 40.3MB | 287ms | 0ms | v/clang 0.4.10 |
d | 1.d | 310ms | 2.0ms | 43.5MB | 293ms | 3ms | ldc2 1.40.1 |
csharp | 1.cs | 310ms | 3.9ms | 78.9MB | 290ms | 10ms | dotnet/aot 9.0.203 |
v | 1.v | 312ms | 1.2ms | 60.6MB | 297ms | 0ms | v/clang+gc 0.4.10 |
nim | 1.nim | 318ms | 3.3ms | 41.8MB | 307ms | 0ms | nim/clang 2.2.4 |
go | 1.go | 321ms | 6.3ms | 71.7MB | 307ms | 0ms | go 1.24.2 |
rust | 2.rs | 324ms | 2.1ms | 6.6MB | 313ms | 0ms | rustc 1.86.0 |
zig | 2.zig | 328ms | 2.4ms | 6.0MB | 320ms | 0ms | zig 0.14.0 |
v | 2.v | 333ms | 3.9ms | 6.1MB | 323ms | 0ms | v/clang 0.4.10 |
v | 2.v | 338ms | 1.5ms | 6.9MB | 330ms | 0ms | v/clang+gc 0.4.10 |
rust | 1.rs | 342ms | 6.1ms | 40.9MB | 327ms | 3ms | rustc 1.86.0 |
crystal | 2.cr | 348ms | 4.1ms | 8.3MB | 340ms | 0ms | crystal 1.16.2 |
csharp | 1.cs | 355ms | 2.4ms | 96.3MB | 330ms | 13ms | dotnet 9.0.203 |
d | 1.d | 360ms | 4.2ms | 79.3MB | 343ms | 7ms | dmd 2.111.0 |
wasm | 2.rs | 367ms | 10ms | 22.7MB | 353ms | 0ms | wasmtime 32.0.0 |
csharp | 2.cs | 393ms | 1.8ms | 17.4MB | 377ms | 0ms | dotnet/aot 9.0.203 |
csharp | 2.cs | 397ms | 1.9ms | 35.6MB | 380ms | 7ms | dotnet 9.0.203 |
java | 1.java | 402ms | 2.3ms | 118.6MB | 447ms | 23ms | openjdk 23 |
java | 1.java | 410ms | 1.4ms | 114.9MB | 463ms | 20ms | openjdk 21 |
go | 2.go | 427ms | 4.0ms | 21.6MB | 413ms | 0ms | tinygo 0.37.0 |
crystal | 1.cr | 427ms | 4.1ms | 43.0MB | 413ms | 0ms | crystal 1.16.2 |
codon | 1-m.py | 444ms | 7.4ms | 47.7MB | 747ms | 0ms | codon 0.18.2 |
wasm | 1.rs | 458ms | 4.0ms | 56.9MB | 443ms | 0ms | wasmtime 32.0.0 |
cpp | 1.cpp | 487ms | 2.7ms | 7.3MB | 480ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 531ms | 3.0ms | 7.8MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 550ms | 8.4ms | 84.0MB | 527ms | 10ms | mono 6.12.0 |
java | 1.java | 580ms | 9.2ms | 112.8MB | 480ms | 170ms | openjdk/zgc 21 |
java | 1-m.java | 624ms | 34ms | 271.5MB | 903ms | 70ms | graal/jvm 17.0.8 |
odin | 2.odin | 695ms | 43ms | 6.5MB | 683ms | 0ms | odin 2024 |
java | 2.java | 781ms | 2.9ms | 57.3MB | 840ms | 17ms | openjdk 21 |
java | 2.java | 782ms | 2.8ms | 60.3MB | 833ms | 23ms | openjdk 23 |
go | 2.go | 788ms | 2.5ms | 21.6MB | 777ms | 7ms | go 1.24.2 |
java | 2.java | 841ms | 5.2ms | 53.3MB | 770ms | 140ms | openjdk/zgc 21 |
d | 2.d | 843ms | 1.6ms | 47.5MB | 827ms | 3ms | ldc2 1.40.1 |
ocaml | 1.ml | 955ms | 5.3ms | 552.0MB | 893ms | 43ms | ocaml 5.3.0 |
d | 2.d | 1170ms | 1.5ms | 51.5MB | 1150ms | 7ms | dmd 2.111.0 |
java | 2-m.java | 1350ms | 36ms | 197.1MB | 2433ms | 97ms | graal/jvm 17.0.8 |
codon | 2.py | 1528ms | 20ms | 100.8MB | 1827ms | 30ms | codon 0.18.2 |
csharp | 2.cs | 1862ms | 2.9ms | 27.5MB | 1847ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 1880ms | 9.6ms | 17.1MB | 1867ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2568ms | 13ms | 369.6MB | 2497ms | 60ms | pypy 3.10.16 |
python | 2.py | 3071ms | 131ms | 633.0MB | 2887ms | 167ms | pyston 3.8.12 |
python | 1.py | 4763ms | 47ms | 320.4MB | 4703ms | 50ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 561.0MB | 6610ms | 93ms | actonc 0.25.0 |
python | 1.py | timeout | 0.0ms | 321.3MB | 4960ms | 20ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.7MB | 4823ms | 163ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4720ms | 267ms | pypy 3.10.16 |
ruby | 1.rb | timeout | 0.0ms | 325.3MB | 4853ms | 133ms | ruby 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4860ms | 130ms | ruby/yjit 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 731.8MB | 5057ms | 157ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 52ms | 3.5ms | 11.6MB | 43ms | 0ms | gcc 15.1.0 |
nim | 1.nim | 54ms | 4.3ms | 11.5MB | 47ms | 0ms | nim 2.2.4 |
zig | 1.zig | 54ms | 4.4ms | 10.9MB | 47ms | 0ms | zig 0.14.0 |
odin | 1.odin | 55ms | 5.9ms | 11.4MB | 43ms | 0ms | odin 2024 |
c | 1.c | 55ms | 4.3ms | 11.5MB | 47ms | 0ms | clang 14.0.0-1ubuntu1.1 |
go | 1.go | 57ms | 1.6ms | 10.5MB | 47ms | 0ms | tinygo 0.37.0 |
c | 1.c | 59ms | 1.5ms | 11.0MB | 50ms | 0ms | zigcc 0.14.0 |
v | 1.v | 60ms | 2.6ms | 11.9MB | 50ms | 0ms | v/clang+gc 0.4.10 |
v | 1.v | 61ms | 3.4ms | 11.0MB | 50ms | 0ms | v/clang 0.4.10 |
d | 1.d | 63ms | 3.5ms | 15.7MB | 53ms | 0ms | ldc2 1.40.1 |
csharp | 1.cs | 64ms | 3.2ms | 24.8MB | 50ms | 7ms | dotnet/aot 9.0.203 |
nim | 1.nim | 65ms | 1.4ms | 11.8MB | 57ms | 0ms | nim/clang 2.2.4 |
go | 1.go | 67ms | 0.4ms | 21.6MB | 60ms | 0ms | go 1.24.2 |
rust | 1.rs | 73ms | 3.7ms | 11.6MB | 63ms | 0ms | rustc 1.86.0 |
d | 1.d | 75ms | 2.1ms | 25.5MB | 63ms | 0ms | dmd 2.111.0 |
zig | 2.zig | 81ms | 0.9ms | 2.3MB | 70ms | 0ms | zig 0.14.0 |
rust | 2.rs | 82ms | 1.1ms | 3.0MB | 70ms | 0ms | rustc 1.86.0 |
v | 2.v | 82ms | 1.3ms | 3.1MB | 73ms | 0ms | v/clang+gc 0.4.10 |
v | 2.v | 83ms | 2.2ms | 2.4MB | 77ms | 0ms | v/clang 0.4.10 |
crystal | 2.cr | 88ms | 2.4ms | 4.5MB | 80ms | 0ms | crystal 1.16.2 |
crystal | 1.cr | 89ms | 0.3ms | 13.2MB | 80ms | 0ms | crystal 1.16.2 |
wasm | 1.rs | 90ms | 0.5ms | 27.6MB | 80ms | 0ms | wasmtime 32.0.0 |
wasm | 2.rs | 95ms | 0.6ms | 18.9MB | 83ms | 0ms | wasmtime 32.0.0 |
csharp | 1.cs | 100ms | 1.2ms | 42.3MB | 80ms | 7ms | dotnet 9.0.203 |
csharp | 2.cs | 101ms | 1.3ms | 11.9MB | 90ms | 0ms | dotnet/aot 9.0.203 |
go | 2.go | 109ms | 0.7ms | 4.9MB | 100ms | 0ms | tinygo 0.37.0 |
cpp | 1.cpp | 120ms | 1.9ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
csharp | 2.cs | 127ms | 1.0ms | 30.1MB | 103ms | 10ms | dotnet 9.0.203 |
codon | 1-m.py | 127ms | 3.2ms | 18.4MB | 427ms | 0ms | codon 0.18.2 |
cpp | 1.cpp | 131ms | 2.1ms | 4.1MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 146ms | 1.7ms | 38.2MB | 130ms | 7ms | mono 6.12.0 |
java | 1.java | 154ms | 0.3ms | 68.1MB | 200ms | 20ms | openjdk 23 |
java | 1.java | 162ms | 5.3ms | 65.0MB | 217ms | 20ms | openjdk 21 |
odin | 2.odin | 183ms | 3.1ms | 2.8MB | 173ms | 0ms | odin 2024 |
ocaml | 1.ml | 185ms | 5.7ms | 139.6MB | 163ms | 10ms | ocaml 5.3.0 |
go | 2.go | 197ms | 3.1ms | 6.1MB | 183ms | 0ms | go 1.24.2 |
java | 1-m.java | 205ms | 14ms | 137.8MB | 287ms | 43ms | graal/jvm 17.0.8 |
d | 2.d | 208ms | 1.4ms | 17.7MB | 200ms | 0ms | ldc2 1.40.1 |
java | 2.java | 259ms | 1.4ms | 50.0MB | 323ms | 17ms | openjdk 21 |
java | 2.java | 262ms | 7.0ms | 50.4MB | 310ms | 17ms | openjdk 23 |
java | 1.java | 287ms | 3.4ms | 61.6MB | 210ms | 147ms | openjdk/zgc 21 |
d | 2.d | 292ms | 0.9ms | 19.9MB | 280ms | 0ms | dmd 2.111.0 |
java | 2.java | 370ms | 1.9ms | 47.3MB | 310ms | 143ms | openjdk/zgc 21 |
codon | 2-m.py | 398ms | 9.8ms | 27.1MB | 707ms | 3ms | codon 0.18.2 |
ocaml | 2.ml | 469ms | 4.3ms | 9.1MB | 457ms | 0ms | ocaml 5.3.0 |
java | 2-m.java | 472ms | 2.1ms | 145.4MB | 833ms | 63ms | graal/jvm 17.0.8 |
csharp | 2.cs | 483ms | 5.4ms | 23.0MB | 470ms | 0ms | mono 6.12.0 |
python | 1.py | 533ms | 4.7ms | 135.3MB | 493ms | 23ms | pypy 3.10.16 |
python | 2.py | 719ms | 1.6ms | 164.2MB | 673ms | 30ms | pyston 3.8.12 |
python | 1.py | 1046ms | 3.4ms | 86.1MB | 1020ms | 10ms | pyston 3.8.12 |
python | 2.py | 1404ms | 6.2ms | 165.0MB | 1367ms | 27ms | cpython 3.13.3 |
python | 2.py | 1537ms | 17ms | 290.2MB | 1447ms | 77ms | pypy 3.10.16 |
ruby | 1-m.rb | 1692ms | 8.3ms | 475.4MB | 2483ms | 163ms | truffleruby 24.2.1 |
acton | 1.act | 2441ms | 6.0ms | 192.4MB | 2940ms | 60ms | actonc 0.25.0 |
python | 1.py | 2673ms | 5.0ms | 86.9MB | 2650ms | 10ms | cpython 3.13.3 |
ruby | 1.rb | 3437ms | 77ms | 131.8MB | 3337ms | 83ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 4403ms | 32ms | 131.0MB | 4307ms | 80ms | ruby 3.4.3 |