Current benchmark data was generated on Sun Jul 13 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 |
---|---|---|---|---|---|---|---|
c | 1.c | 267ms | 3.7ms | 41.0MB | 253ms | 0ms | clang 14.0.0-1ubuntu1.1 |
zig | 1.zig | 270ms | 5.1ms | 40.2MB | 257ms | 0ms | zig 0.14.1 |
nim | 1.nim | 271ms | 4.0ms | 41.5MB | 263ms | 0ms | nim 2.2.4 |
odin | 1.odin | 275ms | 5.4ms | 40.6MB | 257ms | 3ms | odin 2024 |
c | 1.c | 277ms | 11ms | 40.9MB | 257ms | 0ms | gcc 15.1.0 |
c | 1.c | 282ms | 4.5ms | 40.3MB | 267ms | 0ms | zigcc 0.14.1 |
d | 1.d | 300ms | 2.3ms | 45.7MB | 287ms | 0ms | ldc2 1.41.0 |
rust | 2.rs | 303ms | 3.7ms | 6.6MB | 293ms | 0ms | rustc 1.88.0 |
csharp | 1.cs | 304ms | 6.0ms | 78.7MB | 283ms | 7ms | dotnet/aot 9.0.302 |
go | 1.go | 313ms | 5.6ms | 39.4MB | 297ms | 0ms | tinygo 0.38.0 |
go | 1.go | 315ms | 7.2ms | 71.7MB | 303ms | 0ms | go 1.24.5 |
v | 1.v | 321ms | 15ms | 40.3MB | 307ms | 0ms | v/clang 0.4.11 |
nim | 1.nim | 322ms | 6.8ms | 41.8MB | 313ms | 0ms | nim/clang 2.2.4 |
v | 1.v | 323ms | 7.3ms | 41.2MB | 310ms | 0ms | v/clang+gc 0.4.11 |
v | 2.v | 329ms | 1.3ms | 6.1MB | 320ms | 0ms | v/clang 0.4.11 |
zig | 2.zig | 330ms | 3.2ms | 6.0MB | 320ms | 0ms | zig 0.14.1 |
v | 2.v | 331ms | 4.8ms | 6.9MB | 323ms | 0ms | v/clang+gc 0.4.11 |
d | 1.d | 347ms | 3.8ms | 79.3MB | 333ms | 3ms | dmd 2.111.0 |
crystal | 2.cr | 351ms | 3.7ms | 8.3MB | 340ms | 0ms | crystal 1.16.3 |
csharp | 1.cs | 356ms | 7.3ms | 96.2MB | 327ms | 13ms | dotnet 9.0.302 |
rust | 1.rs | 377ms | 18ms | 40.9MB | 363ms | 0ms | rustc 1.88.0 |
wasm | 2.rs | 387ms | 3.2ms | 22.9MB | 373ms | 0ms | wasmtime 34.0.1 |
java | 1.java | 390ms | 0.8ms | 118.4MB | 430ms | 23ms | openjdk 23 |
java | 1.java | 391ms | 5.0ms | 115.1MB | 447ms | 23ms | openjdk 21 |
csharp | 2.cs | 400ms | 5.0ms | 35.6MB | 380ms | 10ms | dotnet 9.0.302 |
codon | 1-m.py | 410ms | 9.1ms | 48.4MB | 713ms | 3ms | codon 0.19.0 |
crystal | 1.cr | 418ms | 6.0ms | 43.0MB | 407ms | 0ms | crystal 1.16.3 |
csharp | 2.cs | 425ms | 2.7ms | 17.6MB | 410ms | 0ms | dotnet/aot 9.0.302 |
wasm | 1.rs | 463ms | 2.4ms | 57.0MB | 447ms | 3ms | wasmtime 34.0.1 |
go | 2.go | 470ms | 3.6ms | 20.0MB | 457ms | 0ms | tinygo 0.38.0 |
cpp | 1.cpp | 484ms | 1.6ms | 7.3MB | 477ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 528ms | 2.2ms | 7.7MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 543ms | 7.6ms | 84.0MB | 520ms | 10ms | mono 6.12.0 |
java | 1.java | 561ms | 6.7ms | 112.6MB | 463ms | 160ms | openjdk/zgc 21 |
java | 1-m.java | 626ms | 57ms | 271.3MB | 907ms | 73ms | graal/jvm 17.0.8 |
odin | 2.odin | 737ms | 2.6ms | 6.5MB | 723ms | 0ms | odin 2024 |
java | 2.java | 779ms | 2.8ms | 57.2MB | 837ms | 23ms | openjdk 21 |
java | 2.java | 783ms | 1.4ms | 60.2MB | 830ms | 20ms | openjdk 23 |
go | 2.go | 784ms | 5.0ms | 21.8MB | 773ms | 7ms | go 1.24.5 |
d | 2.d | 843ms | 2.4ms | 49.7MB | 830ms | 3ms | ldc2 1.41.0 |
java | 2.java | 853ms | 0.8ms | 53.3MB | 780ms | 147ms | openjdk/zgc 21 |
codon | 2.py | 903ms | 4.6ms | 100.8MB | 1207ms | 20ms | codon 0.19.0 |
ocaml | 1.ml | 945ms | 11ms | 547.9MB | 883ms | 47ms | ocaml 5.3.0 |
d | 2.d | 1172ms | 3.3ms | 49.3MB | 1157ms | 3ms | dmd 2.111.0 |
java | 2-m.java | 1413ms | 80ms | 290.5MB | 2513ms | 117ms | graal/jvm 17.0.8 |
csharp | 2.cs | 1857ms | 2.8ms | 27.5MB | 1840ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 1884ms | 7.1ms | 17.2MB | 1870ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2498ms | 18ms | 369.9MB | 2430ms | 53ms | pypy 3.11.13 |
python | 2.py | 2971ms | 13ms | 632.9MB | 2787ms | 167ms | pyston 3.8.12 |
python | 1.py | 4747ms | 19ms | 320.5MB | 4687ms | 47ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 561.1MB | 6640ms | 77ms | actonc 0.26.0 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4960ms | 23ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4823ms | 163ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 1017.5MB | 4707ms | 280ms | pypy 3.11.13 |
ruby | 1.rb | timeout | 0.0ms | 325.3MB | 4850ms | 133ms | ruby 3.4.4 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4847ms | 140ms | ruby/yjit 3.4.4 |
ruby | 1.rb | timeout | 0.0ms | 731.6MB | 5070ms | 153ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 52ms | 2.4ms | 11.5MB | 43ms | 0ms | nim 2.2.4 |
zig | 1.zig | 52ms | 2.0ms | 10.9MB | 40ms | 0ms | zig 0.14.1 |
odin | 1.odin | 54ms | 2.8ms | 11.3MB | 43ms | 0ms | odin 2024 |
c | 1.c | 56ms | 2.7ms | 11.8MB | 43ms | 0ms | gcc 15.1.0 |
c | 1.c | 59ms | 2.7ms | 11.7MB | 47ms | 0ms | clang 14.0.0-1ubuntu1.1 |
v | 1.v | 61ms | 2.9ms | 11.9MB | 50ms | 0ms | v/clang+gc 0.4.11 |
go | 1.go | 63ms | 3.8ms | 21.6MB | 53ms | 0ms | go 1.24.5 |
d | 1.d | 64ms | 3.3ms | 15.7MB | 53ms | 0ms | ldc2 1.41.0 |
c | 1.c | 64ms | 1.3ms | 11.0MB | 50ms | 0ms | zigcc 0.14.1 |
v | 1.v | 65ms | 0.6ms | 11.0MB | 57ms | 0ms | v/clang 0.4.11 |
csharp | 1.cs | 65ms | 1.6ms | 24.7MB | 50ms | 0ms | dotnet/aot 9.0.302 |
nim | 1.nim | 66ms | 4.2ms | 11.8MB | 57ms | 0ms | nim/clang 2.2.4 |
rust | 1.rs | 68ms | 4.3ms | 11.6MB | 57ms | 0ms | rustc 1.88.0 |
go | 1.go | 71ms | 6.1ms | 10.0MB | 60ms | 0ms | tinygo 0.38.0 |
d | 1.d | 76ms | 1.6ms | 25.2MB | 63ms | 0ms | dmd 2.111.0 |
rust | 2.rs | 77ms | 1.6ms | 2.9MB | 70ms | 0ms | rustc 1.88.0 |
zig | 2.zig | 80ms | 1.1ms | 2.3MB | 70ms | 0ms | zig 0.14.1 |
v | 2.v | 82ms | 1.5ms | 3.1MB | 73ms | 0ms | v/clang+gc 0.4.11 |
v | 2.v | 83ms | 2.1ms | 2.4MB | 73ms | 0ms | v/clang 0.4.11 |
crystal | 2.cr | 87ms | 1.6ms | 4.5MB | 80ms | 0ms | crystal 1.16.3 |
crystal | 1.cr | 92ms | 2.2ms | 13.1MB | 80ms | 0ms | crystal 1.16.3 |
wasm | 1.rs | 92ms | 3.2ms | 27.9MB | 80ms | 0ms | wasmtime 34.0.1 |
wasm | 2.rs | 100ms | 2.0ms | 19.3MB | 90ms | 0ms | wasmtime 34.0.1 |
csharp | 1.cs | 101ms | 2.5ms | 42.5MB | 83ms | 3ms | dotnet 9.0.302 |
csharp | 2.cs | 106ms | 0.6ms | 12.0MB | 97ms | 0ms | dotnet/aot 9.0.302 |
codon | 1-m.py | 118ms | 3.1ms | 18.9MB | 423ms | 0ms | codon 0.19.0 |
go | 2.go | 118ms | 3.3ms | 4.1MB | 110ms | 0ms | tinygo 0.38.0 |
cpp | 1.cpp | 119ms | 1.7ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
csharp | 2.cs | 131ms | 4.7ms | 29.9MB | 110ms | 10ms | dotnet 9.0.302 |
cpp | 1.cpp | 133ms | 0.8ms | 4.0MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 143ms | 1.4ms | 38.2MB | 130ms | 0ms | mono 6.12.0 |
java | 1.java | 152ms | 2.2ms | 64.8MB | 200ms | 20ms | openjdk 21 |
java | 1.java | 154ms | 3.8ms | 68.1MB | 203ms | 20ms | openjdk 23 |
odin | 2.odin | 169ms | 15ms | 2.8MB | 160ms | 0ms | odin 2024 |
ocaml | 1.ml | 178ms | 0.8ms | 142.3MB | 153ms | 10ms | ocaml 5.3.0 |
go | 2.go | 194ms | 1.7ms | 6.1MB | 187ms | 0ms | go 1.24.5 |
java | 1-m.java | 212ms | 3.8ms | 133.8MB | 293ms | 47ms | graal/jvm 17.0.8 |
d | 2.d | 213ms | 1.6ms | 17.7MB | 200ms | 0ms | ldc2 1.41.0 |
codon | 2-m.py | 236ms | 3.0ms | 27.6MB | 540ms | 3ms | codon 0.19.0 |
java | 2.java | 262ms | 8.9ms | 50.3MB | 310ms | 20ms | openjdk 23 |
java | 2.java | 263ms | 4.7ms | 49.3MB | 330ms | 20ms | openjdk 21 |
java | 1.java | 278ms | 4.5ms | 61.5MB | 197ms | 143ms | openjdk/zgc 21 |
d | 2.d | 291ms | 1.5ms | 19.6MB | 280ms | 0ms | dmd 2.111.0 |
java | 2.java | 368ms | 3.9ms | 47.5MB | 307ms | 143ms | openjdk/zgc 21 |
ocaml | 2.ml | 464ms | 1.5ms | 9.3MB | 453ms | 0ms | ocaml 5.3.0 |
csharp | 2.cs | 480ms | 0.7ms | 21.1MB | 463ms | 0ms | mono 6.12.0 |
java | 2-m.java | 483ms | 1.9ms | 140.6MB | 857ms | 63ms | graal/jvm 17.0.8 |
python | 1.py | 525ms | 4.9ms | 135.5MB | 487ms | 20ms | pypy 3.11.13 |
python | 2.py | 721ms | 2.3ms | 164.2MB | 670ms | 33ms | pyston 3.8.12 |
python | 1.py | 1066ms | 26ms | 86.0MB | 1043ms | 10ms | pyston 3.8.12 |
python | 2.py | 1385ms | 12ms | 290.8MB | 1297ms | 73ms | pypy 3.11.13 |
python | 2.py | 1398ms | 5.5ms | 165.1MB | 1353ms | 30ms | cpython 3.13.5 |
ruby | 1-m.rb | 1697ms | 10ms | 473.8MB | 2493ms | 170ms | truffleruby 24.2.1 |
acton | 1.act | 2437ms | 22ms | 192.3MB | 2917ms | 53ms | actonc 0.26.0 |
python | 1.py | 2846ms | 21ms | 87.0MB | 2817ms | 10ms | cpython 3.13.5 |
ruby | 1.rb | 3416ms | 80ms | 131.8MB | 3323ms | 83ms | ruby/yjit 3.4.4 |
ruby | 1.rb | 4472ms | 16ms | 131.0MB | 4383ms | 73ms | ruby 3.4.4 |