Current benchmark data was generated on Wed Jan 22 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 | 257ms | 1.9ms | 40.9MB | 240ms | 0ms | gcc 14.2.0 |
c | 1.c | 267ms | 2.2ms | 41.0MB | 247ms | 3ms | clang 14.0.0-1ubuntu1.1 |
zig | 1.zig | 268ms | 1.7ms | 40.3MB | 247ms | 3ms | zig 0.13.0 |
odin | 1.odin | 273ms | 12ms | 40.6MB | 253ms | 0ms | odin 2024 |
nim | 1.nim | 276ms | 7.5ms | 41.5MB | 263ms | 0ms | nim 2.2.0 |
c | 1.c | 292ms | 2.5ms | 40.3MB | 273ms | 3ms | zigcc 0.13.0 |
go | 1.go | 292ms | 3.7ms | 71.7MB | 277ms | 3ms | go 1.23.5 |
d | 1.d | 299ms | 2.9ms | 43.7MB | 287ms | 0ms | ldc2 1.40.0 |
v | 1.v | 299ms | 8.0ms | 60.6MB | 283ms | 0ms | v/clang+gc 0.4.9 |
crystal | 2.cr | 299ms | 3.7ms | 8.2MB | 287ms | 0ms | crystal 1.15.0 |
v | 1.v | 303ms | 2.9ms | 40.3MB | 287ms | 0ms | v/clang 0.4.9 |
csharp | 1.cs | 308ms | 4.3ms | 54.8MB | 287ms | 10ms | dotnet/aot 9.0.102 |
d | 1.d | 313ms | 4.7ms | 77.2MB | 297ms | 0ms | dmd 2.109.1 |
nim | 1.nim | 313ms | 4.8ms | 41.8MB | 297ms | 0ms | nim/clang 2.2.0 |
rust | 1.rs | 313ms | 4.9ms | 40.9MB | 293ms | 7ms | rustc 1.84.0 |
rust | 2.rs | 319ms | 1.7ms | 6.6MB | 307ms | 0ms | rustc 1.84.0 |
v | 2.v | 327ms | 4.7ms | 6.9MB | 313ms | 0ms | v/clang+gc 0.4.9 |
v | 2.v | 328ms | 1.7ms | 6.1MB | 310ms | 3ms | v/clang 0.4.9 |
go | 1.go | 331ms | 3.9ms | 43.1MB | 320ms | 0ms | tinygo 0.35.0 |
zig | 2.zig | 334ms | 8.4ms | 6.1MB | 323ms | 0ms | zig 0.13.0 |
csharp | 1.cs | 349ms | 1.7ms | 70.4MB | 323ms | 10ms | dotnet 9.0.102 |
codon | 1.py | 368ms | 5.0ms | 46.5MB | 357ms | 0ms | codon 0.17.0 |
wasm | 2.rs | 370ms | 9.0ms | 24.2MB | 357ms | 0ms | wasmtime 29.0.1 |
csharp | 2.cs | 396ms | 1.6ms | 19.9MB | 380ms | 3ms | dotnet/aot 9.0.102 |
csharp | 2.cs | 400ms | 11ms | 38.9MB | 370ms | 10ms | dotnet 9.0.102 |
java | 1.java | 402ms | 0.4ms | 118.1MB | 447ms | 20ms | openjdk 23 |
java | 1.java | 409ms | 10ms | 115.0MB | 467ms | 17ms | openjdk 21 |
crystal | 1.cr | 419ms | 1.3ms | 42.8MB | 403ms | 0ms | crystal 1.15.0 |
go | 2.go | 438ms | 3.1ms | 17.3MB | 430ms | 0ms | tinygo 0.35.0 |
wasm | 1.rs | 471ms | 3.2ms | 58.5MB | 453ms | 3ms | wasmtime 29.0.1 |
cpp | 1.cpp | 483ms | 3.5ms | 7.3MB | 470ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 526ms | 1.4ms | 7.7MB | 513ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 535ms | 6.8ms | 86.0MB | 507ms | 10ms | mono 6.12.0 |
java | 1.java | 566ms | 4.4ms | 112.7MB | 467ms | 160ms | openjdk/zgc 21 |
java | 1-m.java | 613ms | 19ms | 236.5MB | 893ms | 70ms | graal/jvm 17.0.8 |
odin | 2.odin | 735ms | 6.5ms | 6.5MB | 727ms | 0ms | odin 2024 |
java | 2.java | 783ms | 1.3ms | 57.6MB | 843ms | 20ms | openjdk 21 |
go | 2.go | 783ms | 2.4ms | 21.8MB | 770ms | 3ms | go 1.23.5 |
java | 2.java | 788ms | 14ms | 60.7MB | 843ms | 17ms | openjdk 23 |
java | 2.java | 838ms | 5.5ms | 53.0MB | 770ms | 140ms | openjdk/zgc 21 |
d | 2.d | 838ms | 3.1ms | 47.7MB | 817ms | 7ms | ldc2 1.40.0 |
codon | 2.py | 848ms | 3.7ms | 100.0MB | 830ms | 13ms | codon 0.17.0 |
ocaml | 1.ml | 914ms | 6.3ms | 552.5MB | 853ms | 43ms | ocaml 5.3.0 |
d | 2.d | 1161ms | 2.2ms | 49.3MB | 1140ms | 3ms | dmd 2.109.1 |
java | 2-m.java | 1347ms | 43ms | 203.8MB | 2387ms | 103ms | graal/jvm 17.0.8 |
csharp | 2.cs | 1874ms | 13ms | 31.5MB | 1860ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 1875ms | 8.7ms | 18.6MB | 1857ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2562ms | 34ms | 369.0MB | 2500ms | 47ms | pypy 3.10.14 |
python | 2.py | 3081ms | 166ms | 632.9MB | 2897ms | 163ms | pyston 3.8.12 |
python | 1.py | 4831ms | 35ms | 320.4MB | 4770ms | 47ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 561.0MB | 6750ms | 100ms | actonc 0.24.1 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4960ms | 27ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 633.7MB | 4817ms | 167ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 959.2MB | 4713ms | 273ms | pypy 3.10.14 |
ruby | 1.rb | timeout | 0.0ms | 325.4MB | 4850ms | 137ms | ruby 3.4.1 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4850ms | 130ms | ruby/yjit 3.4.1 |
ruby | 1.rb | timeout | 0.0ms | 756.9MB | 5047ms | 177ms | truffleruby 24.1.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 49ms | 1.7ms | 11.6MB | 40ms | 0ms | gcc 14.2.0 |
zig | 1.zig | 50ms | 1.6ms | 11.0MB | 37ms | 0ms | zig 0.13.0 |
nim | 1.nim | 51ms | 1.2ms | 11.5MB | 40ms | 0ms | nim 2.2.0 |
c | 1.c | 51ms | 2.0ms | 11.7MB | 37ms | 0ms | clang 14.0.0-1ubuntu1.1 |
odin | 1.odin | 53ms | 2.0ms | 11.3MB | 40ms | 0ms | odin 2024 |
c | 1.c | 54ms | 2.1ms | 11.0MB | 40ms | 0ms | zigcc 0.13.0 |
go | 1.go | 56ms | 1.2ms | 21.7MB | 47ms | 0ms | go 1.23.5 |
v | 1.v | 58ms | 0.9ms | 11.9MB | 47ms | 0ms | v/clang+gc 0.4.9 |
rust | 1.rs | 59ms | 1.3ms | 11.6MB | 50ms | 0ms | rustc 1.84.0 |
d | 1.d | 60ms | 1.3ms | 13.7MB | 50ms | 0ms | ldc2 1.40.0 |
nim | 1.nim | 61ms | 1.1ms | 11.7MB | 50ms | 0ms | nim/clang 2.2.0 |
v | 1.v | 62ms | 2.2ms | 11.0MB | 50ms | 0ms | v/clang 0.4.9 |
csharp | 1.cs | 65ms | 0.2ms | 27.5MB | 50ms | 3ms | dotnet/aot 9.0.102 |
go | 1.go | 66ms | 1.6ms | 13.5MB | 53ms | 0ms | tinygo 0.35.0 |
d | 1.d | 67ms | 2.6ms | 24.2MB | 57ms | 0ms | dmd 2.109.1 |
codon | 1.py | 71ms | 1.3ms | 15.3MB | 60ms | 0ms | codon 0.17.0 |
crystal | 2.cr | 75ms | 1.4ms | 4.4MB | 67ms | 0ms | crystal 1.15.0 |
v | 2.v | 80ms | 0.6ms | 3.1MB | 70ms | 0ms | v/clang+gc 0.4.9 |
rust | 2.rs | 80ms | 0.7ms | 2.9MB | 70ms | 0ms | rustc 1.84.0 |
v | 2.v | 80ms | 0.9ms | 2.4MB | 70ms | 0ms | v/clang 0.4.9 |
zig | 2.zig | 81ms | 1.4ms | 2.4MB | 70ms | 0ms | zig 0.13.0 |
crystal | 1.cr | 89ms | 2.6ms | 13.0MB | 77ms | 0ms | crystal 1.15.0 |
wasm | 2.rs | 93ms | 1.0ms | 22.5MB | 80ms | 3ms | wasmtime 29.0.1 |
wasm | 1.rs | 97ms | 3.2ms | 29.2MB | 87ms | 0ms | wasmtime 29.0.1 |
csharp | 1.cs | 98ms | 1.1ms | 45.5MB | 73ms | 10ms | dotnet 9.0.102 |
csharp | 2.cs | 102ms | 0.7ms | 17.8MB | 87ms | 3ms | dotnet/aot 9.0.102 |
go | 2.go | 108ms | 1.8ms | 5.4MB | 100ms | 0ms | tinygo 0.35.0 |
cpp | 1.cpp | 121ms | 3.9ms | 3.6MB | 107ms | 0ms | g++ 11.4.0 |
csharp | 2.cs | 130ms | 1.9ms | 36.2MB | 107ms | 7ms | dotnet 9.0.102 |
cpp | 1.cpp | 132ms | 1.8ms | 4.0MB | 123ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 144ms | 1.5ms | 40.3MB | 127ms | 7ms | mono 6.12.0 |
java | 1.java | 155ms | 5.6ms | 68.1MB | 207ms | 20ms | openjdk 23 |
java | 1.java | 157ms | 1.5ms | 64.9MB | 207ms | 17ms | openjdk 21 |
odin | 2.odin | 168ms | 11ms | 2.8MB | 160ms | 0ms | odin 2024 |
ocaml | 1.ml | 176ms | 3.5ms | 142.3MB | 153ms | 7ms | ocaml 5.3.0 |
go | 2.go | 192ms | 2.2ms | 7.6MB | 180ms | 0ms | go 1.23.5 |
codon | 2.py | 198ms | 1.5ms | 25.9MB | 187ms | 3ms | codon 0.17.0 |
java | 1-m.java | 200ms | 4.4ms | 130.6MB | 273ms | 43ms | graal/jvm 17.0.8 |
d | 2.d | 208ms | 1.5ms | 15.6MB | 197ms | 0ms | ldc2 1.40.0 |
java | 2.java | 260ms | 2.9ms | 50.2MB | 320ms | 23ms | openjdk 21 |
java | 2.java | 266ms | 6.5ms | 50.5MB | 307ms | 23ms | openjdk 23 |
java | 1.java | 285ms | 4.9ms | 63.4MB | 210ms | 140ms | openjdk/zgc 21 |
d | 2.d | 291ms | 1.5ms | 17.8MB | 277ms | 3ms | dmd 2.109.1 |
java | 2.java | 365ms | 1.7ms | 47.4MB | 303ms | 133ms | openjdk/zgc 21 |
ocaml | 2.ml | 466ms | 4.9ms | 9.1MB | 453ms | 0ms | ocaml 5.3.0 |
csharp | 2.cs | 484ms | 8.1ms | 24.9MB | 463ms | 3ms | mono 6.12.0 |
java | 2-m.java | 486ms | 11ms | 151.2MB | 857ms | 67ms | graal/jvm 17.0.8 |
python | 1.py | 541ms | 4.6ms | 134.6MB | 507ms | 17ms | pypy 3.10.14 |
python | 2.py | 721ms | 1.2ms | 164.2MB | 683ms | 17ms | pyston 3.8.12 |
python | 1.py | 1162ms | 45ms | 86.0MB | 1130ms | 13ms | pyston 3.8.12 |
python | 2.py | 1435ms | 3.2ms | 164.8MB | 1390ms | 27ms | cpython 3.13.1 |
python | 2.py | 1571ms | 24ms | 289.8MB | 1473ms | 80ms | pypy 3.10.14 |
ruby | 1-m.rb | 1816ms | 30ms | 491.5MB | 2583ms | 167ms | truffleruby 24.1.2 |
acton | 1.act | 2338ms | 14ms | 192.4MB | 2857ms | 37ms | actonc 0.24.1 |
python | 1.py | 2724ms | 28ms | 86.8MB | 2693ms | 13ms | cpython 3.13.1 |
ruby | 1.rb | 3401ms | 20ms | 131.9MB | 3310ms | 77ms | ruby/yjit 3.4.1 |
ruby | 1.rb | 4444ms | 10ms | 131.1MB | 4360ms | 70ms | ruby 3.4.1 |