Current benchmark data was generated on Tue Dec 31 2024, 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 | 240ms | 5.5ms | 40.3MB | 223ms | 0ms | zig 0.13.0 |
c | 1.c | 247ms | 8.8ms | 40.9MB | 227ms | 3ms | gcc 14.2.0 |
c | 1.c | 249ms | 8.5ms | 40.8MB | 230ms | 3ms | clang 14.0.0-1ubuntu1.1 |
nim | 1.nim | 252ms | 0.5ms | 41.5MB | 240ms | 0ms | nim 2.2.0 |
odin | 1.odin | 259ms | 6.1ms | 40.6MB | 243ms | 0ms | odin 2024 |
c | 1.c | 261ms | 8.3ms | 40.3MB | 243ms | 0ms | zigcc 0.13.0 |
v | 1.v | 272ms | 1.7ms | 40.3MB | 257ms | 0ms | v/clang 0.4.9 |
rust | 1.rs | 277ms | 3.8ms | 40.9MB | 267ms | 0ms | rustc 1.83.0 |
go | 1.go | 283ms | 2.3ms | 73.6MB | 270ms | 0ms | go 1.23.4 |
d | 1.d | 285ms | 1.0ms | 43.7MB | 273ms | 0ms | ldc2 1.40.0 |
v | 1.v | 288ms | 6.7ms | 60.7MB | 273ms | 0ms | v/clang+gc 0.4.9 |
csharp | 1.cs | 288ms | 4.4ms | 55.1MB | 270ms | 3ms | dotnet/aot 9.0.101 |
nim | 1.nim | 293ms | 2.6ms | 41.8MB | 280ms | 0ms | nim/clang 2.2.0 |
d | 1.d | 296ms | 2.6ms | 77.2MB | 277ms | 3ms | dmd 2.109.1 |
rust | 2.rs | 307ms | 3.2ms | 6.7MB | 290ms | 0ms | rustc 1.83.0 |
wasm | 2.rs | 308ms | 3.3ms | 23.9MB | 300ms | 0ms | wasmtime 28.0.0 |
v | 2.v | 311ms | 1.4ms | 6.2MB | 300ms | 0ms | v/clang 0.4.9 |
csharp | 1.cs | 312ms | 3.5ms | 74.6MB | 283ms | 17ms | dotnet 9.0.101 |
zig | 2.zig | 316ms | 1.6ms | 6.1MB | 303ms | 0ms | zig 0.13.0 |
go | 1.go | 317ms | 10.0ms | 43.3MB | 307ms | 0ms | tinygo 0.35.0 |
v | 2.v | 318ms | 2.2ms | 6.9MB | 307ms | 0ms | v/clang+gc 0.4.9 |
crystal | 2.cr | 327ms | 5.2ms | 8.4MB | 313ms | 0ms | crystal 1.14.0 |
crystal | 1.cr | 348ms | 6.2ms | 43.1MB | 337ms | 0ms | crystal 1.14.0 |
codon | 1.py | 348ms | 9.8ms | 46.5MB | 333ms | 0ms | codon 0.17.0 |
java | 1.java | 367ms | 5.0ms | 118.1MB | 397ms | 27ms | openjdk 23 |
java | 1.java | 367ms | 3.8ms | 114.6MB | 413ms | 27ms | openjdk 21 |
csharp | 2.cs | 376ms | 1.5ms | 39.9MB | 357ms | 7ms | dotnet 9.0.101 |
csharp | 2.cs | 401ms | 4.0ms | 19.8MB | 383ms | 0ms | dotnet/aot 9.0.101 |
go | 2.go | 413ms | 8.6ms | 17.3MB | 403ms | 0ms | tinygo 0.35.0 |
wasm | 1.rs | 437ms | 1.5ms | 58.0MB | 417ms | 3ms | wasmtime 28.0.0 |
cpp | 1.cpp | 463ms | 15ms | 7.3MB | 447ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 499ms | 2.6ms | 7.7MB | 487ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 509ms | 6.2ms | 84.0MB | 483ms | 10ms | mono 6.12.0 |
java | 1.java | 535ms | 4.6ms | 114.6MB | 440ms | 157ms | openjdk/zgc 21 |
java | 1-m.java | 654ms | 9.2ms | 208.3MB | 983ms | 70ms | graal/jvm 17.0.8 |
odin | 2.odin | 662ms | 40ms | 6.5MB | 647ms | 0ms | odin 2024 |
java | 2.java | 734ms | 5.2ms | 57.1MB | 777ms | 23ms | openjdk 21 |
go | 2.go | 742ms | 11ms | 21.8MB | 727ms | 7ms | go 1.23.4 |
java | 2.java | 750ms | 10ms | 60.4MB | 790ms | 20ms | openjdk 23 |
d | 2.d | 798ms | 3.1ms | 47.7MB | 777ms | 10ms | ldc2 1.40.0 |
java | 2.java | 804ms | 11ms | 53.3MB | 740ms | 130ms | openjdk/zgc 21 |
codon | 2.py | 805ms | 5.6ms | 99.9MB | 790ms | 13ms | codon 0.17.0 |
ocaml | 1.ml | 887ms | 4.5ms | 550.8MB | 827ms | 43ms | ocaml 5.2.1 |
d | 2.d | 1115ms | 19ms | 49.3MB | 1100ms | 0ms | dmd 2.109.1 |
java | 2-m.java | 1277ms | 30ms | 265.2MB | 2290ms | 83ms | graal/jvm 17.0.8 |
csharp | 2.cs | 1771ms | 12ms | 31.3MB | 1753ms | 7ms | mono 6.12.0 |
ocaml | 2.ml | 1822ms | 17ms | 18.6MB | 1810ms | 0ms | ocaml 5.2.1 |
python | 1.py | 2328ms | 43ms | 369.1MB | 2263ms | 47ms | pypy 3.10.14 |
python | 2.py | 2768ms | 15ms | 632.9MB | 2590ms | 163ms | pyston 3.8.12 |
python | 1.py | 4623ms | 31ms | 320.4MB | 4567ms | 40ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 561.0MB | 6733ms | 113ms | actonc 0.24.1 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4953ms | 27ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 633.5MB | 4813ms | 170ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 959.3MB | 4743ms | 243ms | pypy 3.10.14 |
ruby | 1.rb | timeout | 0.0ms | 325.3MB | 4843ms | 140ms | ruby 3.4.1 |
ruby | 1.rb | timeout | 0.0ms | 327.1MB | 4863ms | 123ms | ruby/yjit 3.4.1 |
ruby | 1.rb | timeout | 0.0ms | 785.4MB | 5060ms | 150ms | truffleruby 24.1.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 49ms | 2.3ms | 11.8MB | 37ms | 0ms | gcc 14.2.0 |
zig | 1.zig | 49ms | 1.2ms | 11.0MB | 33ms | 0ms | zig 0.13.0 |
c | 1.c | 50ms | 3.8ms | 11.5MB | 40ms | 0ms | clang 14.0.0-1ubuntu1.1 |
odin | 1.odin | 51ms | 4.9ms | 11.3MB | 40ms | 0ms | odin 2024 |
nim | 1.nim | 53ms | 2.2ms | 11.5MB | 40ms | 0ms | nim 2.2.0 |
go | 1.go | 54ms | 2.1ms | 21.6MB | 43ms | 0ms | go 1.23.4 |
c | 1.c | 55ms | 3.7ms | 11.0MB | 43ms | 0ms | zigcc 0.13.0 |
v | 1.v | 57ms | 3.8ms | 11.0MB | 50ms | 0ms | v/clang 0.4.9 |
d | 1.d | 58ms | 2.9ms | 13.7MB | 47ms | 3ms | ldc2 1.40.0 |
rust | 1.rs | 59ms | 0.6ms | 11.6MB | 47ms | 0ms | rustc 1.83.0 |
v | 1.v | 59ms | 0.8ms | 19.9MB | 50ms | 0ms | v/clang+gc 0.4.9 |
nim | 1.nim | 60ms | 3.6ms | 11.8MB | 50ms | 0ms | nim/clang 2.2.0 |
d | 1.d | 62ms | 1.1ms | 23.9MB | 47ms | 3ms | dmd 2.109.1 |
csharp | 1.cs | 63ms | 1.1ms | 25.9MB | 43ms | 3ms | dotnet/aot 9.0.101 |
go | 1.go | 65ms | 0.1ms | 13.3MB | 53ms | 0ms | tinygo 0.35.0 |
codon | 1.py | 71ms | 1.3ms | 15.3MB | 57ms | 0ms | codon 0.17.0 |
crystal | 1.cr | 74ms | 2.1ms | 13.3MB | 60ms | 0ms | crystal 1.14.0 |
rust | 2.rs | 75ms | 0.2ms | 2.9MB | 70ms | 0ms | rustc 1.83.0 |
v | 2.v | 77ms | 1.9ms | 2.4MB | 70ms | 0ms | v/clang 0.4.9 |
v | 2.v | 77ms | 1.6ms | 3.1MB | 70ms | 0ms | v/clang+gc 0.4.9 |
zig | 2.zig | 78ms | 0.3ms | 2.4MB | 70ms | 0ms | zig 0.13.0 |
wasm | 2.rs | 80ms | 0.2ms | 23.9MB | 70ms | 0ms | wasmtime 28.0.0 |
crystal | 2.cr | 82ms | 1.0ms | 4.6MB | 70ms | 0ms | crystal 1.14.0 |
wasm | 1.rs | 90ms | 2.3ms | 28.7MB | 77ms | 3ms | wasmtime 28.0.0 |
csharp | 1.cs | 97ms | 0.8ms | 45.3MB | 70ms | 13ms | dotnet 9.0.101 |
go | 2.go | 101ms | 1.3ms | 4.9MB | 90ms | 0ms | tinygo 0.35.0 |
csharp | 2.cs | 103ms | 1.4ms | 17.9MB | 87ms | 3ms | dotnet/aot 9.0.101 |
cpp | 1.cpp | 113ms | 2.5ms | 3.6MB | 100ms | 0ms | g++ 11.4.0 |
csharp | 2.cs | 120ms | 3.1ms | 35.9MB | 107ms | 3ms | dotnet 9.0.101 |
cpp | 1.cpp | 125ms | 0.9ms | 4.0MB | 113ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 139ms | 3.8ms | 39.9MB | 117ms | 7ms | mono 6.12.0 |
java | 1.java | 140ms | 4.3ms | 68.2MB | 177ms | 17ms | openjdk 23 |
java | 1.java | 151ms | 8.4ms | 65.3MB | 200ms | 17ms | openjdk 21 |
odin | 2.odin | 166ms | 14ms | 2.8MB | 153ms | 0ms | odin 2024 |
ocaml | 1.ml | 171ms | 3.0ms | 142.3MB | 147ms | 10ms | ocaml 5.2.1 |
codon | 2.py | 185ms | 0.8ms | 25.8MB | 170ms | 3ms | codon 0.17.0 |
go | 2.go | 188ms | 1.4ms | 5.9MB | 177ms | 0ms | go 1.23.4 |
d | 2.d | 196ms | 2.3ms | 15.7MB | 177ms | 3ms | ldc2 1.40.0 |
java | 1-m.java | 210ms | 26ms | 127.6MB | 297ms | 50ms | graal/jvm 17.0.8 |
java | 2.java | 244ms | 4.8ms | 50.3MB | 297ms | 20ms | openjdk 21 |
java | 2.java | 249ms | 5.7ms | 50.9MB | 290ms | 20ms | openjdk 23 |
java | 1.java | 264ms | 1.7ms | 63.3MB | 193ms | 133ms | openjdk/zgc 21 |
d | 2.d | 274ms | 1.6ms | 17.6MB | 260ms | 0ms | dmd 2.109.1 |
java | 2.java | 348ms | 11ms | 49.4MB | 273ms | 137ms | openjdk/zgc 21 |
ocaml | 2.ml | 451ms | 8.0ms | 9.1MB | 437ms | 0ms | ocaml 5.2.1 |
csharp | 2.cs | 462ms | 9.6ms | 27.1MB | 450ms | 0ms | mono 6.12.0 |
java | 2-m.java | 489ms | 42ms | 151.7MB | 883ms | 47ms | graal/jvm 17.0.8 |
python | 1.py | 497ms | 14ms | 134.7MB | 467ms | 17ms | pypy 3.10.14 |
python | 2.py | 679ms | 22ms | 164.2MB | 630ms | 30ms | pyston 3.8.12 |
python | 1.py | 1022ms | 10ms | 86.0MB | 1000ms | 3ms | pyston 3.8.12 |
python | 2.py | 1327ms | 14ms | 164.8MB | 1283ms | 27ms | cpython 3.13.1 |
python | 2.py | 1463ms | 8.1ms | 289.7MB | 1363ms | 80ms | pypy 3.10.14 |
ruby | 1-m.rb | 1601ms | 15ms | 491.7MB | 2290ms | 177ms | truffleruby 24.1.1 |
acton | 1.act | 2260ms | 73ms | 229.8MB | 2830ms | 30ms | actonc 0.24.1 |
python | 1.py | 2501ms | 11ms | 86.9MB | 2473ms | 10ms | cpython 3.13.1 |
ruby | 1.rb | 3191ms | 32ms | 131.9MB | 3100ms | 77ms | ruby/yjit 3.4.1 |
ruby | 1.rb | 4269ms | 40ms | 131.1MB | 4180ms | 73ms | ruby 3.4.1 |