Current benchmark data was generated on Thu Feb 01 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 | 273ms | 3.3ms | 40.3MB | 257ms | 0ms | zig 0.12.0-dev.2341+92211135f |
nim | 1.nim | 282ms | 2.6ms | 41.5MB | 270ms | 0ms | nim 2.0.2 |
c | 1.c | 283ms | 1.3ms | 41.1MB | 267ms | 0ms | gcc 13.2.0 |
c | 1.c | 287ms | 7.5ms | 40.8MB | 273ms | 0ms | clang 14.0.0-1ubuntu1.1 |
odin | 1.odin | 291ms | 4.7ms | 40.6MB | 270ms | 3ms | odin 2024 |
c | 1.c | 295ms | 2.4ms | 40.3MB | 273ms | 3ms | zigcc 0.12.0-dev.2341+92211135f |
go | 1.go | 311ms | 4.6ms | 72.5MB | 297ms | 0ms | go 1.21.6 |
d | 1.d | 315ms | 1.5ms | 43.8MB | 300ms | 3ms | ldc2 1.36.0 |
v | 2.v | 328ms | 2.8ms | 6.9MB | 317ms | 0ms | v/clang+gc 0.4.4 |
rust | 1.rs | 329ms | 1.6ms | 41.1MB | 313ms | 3ms | rustc 1.75.0 |
v | 2.v | 330ms | 3.2ms | 6.1MB | 317ms | 0ms | v/clang 0.4.4 |
go | 1.go | 331ms | 2.1ms | 42.8MB | 320ms | 0ms | tinygo 0.30.0 |
zig | 2.zig | 335ms | 1.6ms | 6.1MB | 323ms | 0ms | zig 0.12.0-dev.2341+92211135f |
rust | 2.rs | 336ms | 5.8ms | 6.8MB | 327ms | 0ms | rustc 1.75.0 |
d | 1.d | 340ms | 4.4ms | 77.1MB | 320ms | 7ms | dmd 2.106.1 |
v | 1.v | 343ms | 6.3ms | 40.3MB | 320ms | 5ms | v/clang 0.4.4 |
v | 1.v | 343ms | 10ms | 41.2MB | 333ms | 0ms | v/clang+gc 0.4.4 |
csharp | 1.cs | 346ms | 5.2ms | 101.3MB | 303ms | 10ms | dotnet 8.0.101 |
wasm | 2.rs | 346ms | 3.4ms | 23.8MB | 337ms | 0ms | wasmtime 17.0.0 |
nim | 1.nim | 351ms | 9.9ms | 41.8MB | 337ms | 0ms | nim/clang 2.0.2 |
csharp | 1.cs | 353ms | 5.9ms | 55.6MB | 340ms | 3ms | dotnet/aot 8.0.101 |
crystal | 1.cr | 380ms | 2.1ms | 42.7MB | 363ms | 0ms | crystal 1.11.2 |
crystal | 2.cr | 381ms | 2.1ms | 8.4MB | 370ms | 0ms | crystal 1.11.2 |
java | 1.java | 397ms | 1.3ms | 117.2MB | 443ms | 20ms | openjdk 23 |
java | 1.java | 403ms | 8.1ms | 114.9MB | 447ms | 30ms | openjdk 21 |
codon | 1.py | 406ms | 0.9ms | 46.5MB | 390ms | 0ms | codon 0.16.3 |
csharp | 2.cs | 427ms | 2.0ms | 21.2MB | 423ms | 3ms | dotnet/aot 8.0.101 |
go | 2.go | 437ms | 5.1ms | 17.8MB | 427ms | 0ms | tinygo 0.30.0 |
csharp | 2.cs | 441ms | 0.4ms | 41.7MB | 397ms | 13ms | dotnet 8.0.101 |
codon | 2.py | 482ms | 8.3ms | 107.0MB | 463ms | 13ms | codon 0.16.3 |
cpp | 1.cpp | 484ms | 2.6ms | 7.3MB | 470ms | 0ms | g++ 11.4.0 |
wasm | 1.rs | 515ms | 31ms | 57.9MB | 500ms | 3ms | wasmtime 17.0.0 |
cpp | 1.cpp | 526ms | 2.3ms | 7.8MB | 513ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 544ms | 3.3ms | 86.6MB | 520ms | 13ms | mono 6.12.0 |
java | 1.java | 581ms | 2.7ms | 114.6MB | 473ms | 177ms | openjdk/zgc 21 |
wasm | 2.rs | 589ms | 5.8ms | 54.8MB | 580ms | 3ms | node 18.19.0 |
java | 1-m.java | 638ms | 11ms | 234.0MB | 917ms | 77ms | graal/jvm 17.0.8 |
go | 2.go | 740ms | 3.8ms | 21.7MB | 723ms | 3ms | go 1.21.6 |
java | 2.java | 779ms | 1.6ms | 59.3MB | 827ms | 23ms | openjdk 23 |
java | 2.java | 781ms | 0.5ms | 57.3MB | 837ms | 23ms | openjdk 21 |
odin | 2.odin | 811ms | 3.6ms | 6.5MB | 797ms | 3ms | odin 2024 |
d | 2.d | 812ms | 0.6ms | 47.7MB | 787ms | 10ms | ldc2 1.36.0 |
wasm | 1.rs | 812ms | 6.1ms | 89.4MB | 797ms | 17ms | node 18.19.0 |
java | 2.java | 849ms | 14ms | 52.9MB | 773ms | 150ms | openjdk/zgc 21 |
ocaml | 1.ml | 989ms | 6.1ms | 550.4MB | 923ms | 50ms | ocaml 5.1.1 |
d | 2.d | 1117ms | 1.8ms | 49.3MB | 1093ms | 7ms | dmd 2.106.1 |
java | 2-m.java | 1353ms | 17ms | 264.4MB | 2427ms | 100ms | graal/jvm 17.0.8 |
csharp | 2.cs | 1861ms | 11ms | 29.9MB | 1843ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 2043ms | 6.1ms | 18.5MB | 2030ms | 0ms | ocaml 5.1.1 |
python | 2.py | 3061ms | 79ms | 632.9MB | 2887ms | 157ms | pyston 3.8.12 |
python | 1.py | 3479ms | 37ms | 366.2MB | 3410ms | 50ms | pypy 3.10.13 |
python | 1.py | 4862ms | 92ms | 320.5MB | 4807ms | 47ms | pyston 3.8.12 |
python | 2.py | 4871ms | 47ms | 634.1MB | 4697ms | 160ms | cpython 3.12.1 |
python | 1.py | timeout | 0.0ms | 321.7MB | 4963ms | 23ms | cpython 3.12.1 |
python | 2.py | timeout | 0.0ms | 956.8MB | 4737ms | 247ms | pypy 3.10.13 |
ruby | 1.rb | timeout | 0.0ms | 340.6MB | 4840ms | 150ms | ruby 3.3.0 |
ruby | 1.rb | timeout | 0.0ms | 342.0MB | 4843ms | 140ms | ruby/yjit 3.3.0 |
ruby | 1.rb | timeout | 0.0ms | 743.0MB | 5043ms | 167ms | truffleruby 23.1.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 54ms | 0.5ms | 11.8MB | 40ms | 0ms | gcc 13.2.0 |
zig | 1.zig | 55ms | 1.5ms | 11.0MB | 47ms | 0ms | zig 0.12.0-dev.2341+92211135f |
nim | 1.nim | 56ms | 1.3ms | 11.5MB | 47ms | 0ms | nim 2.0.2 |
odin | 1.odin | 56ms | 0.9ms | 11.3MB | 43ms | 0ms | odin 2024 |
c | 1.c | 58ms | 1.7ms | 11.5MB | 47ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 1.c | 59ms | 1.3ms | 11.0MB | 47ms | 0ms | zigcc 0.12.0-dev.2341+92211135f |
go | 1.go | 62ms | 1.2ms | 21.6MB | 47ms | 0ms | go 1.21.6 |
v | 1.v | 62ms | 1.0ms | 11.9MB | 50ms | 0ms | v/clang+gc 0.4.4 |
rust | 1.rs | 65ms | 3.6ms | 11.6MB | 50ms | 0ms | rustc 1.75.0 |
nim | 1.nim | 65ms | 1.0ms | 11.8MB | 53ms | 0ms | nim/clang 2.0.2 |
d | 1.d | 65ms | 0.3ms | 13.8MB | 53ms | 0ms | ldc2 1.36.0 |
v | 1.v | 65ms | 1.7ms | 11.0MB | 50ms | 0ms | v/clang 0.4.4 |
go | 1.go | 66ms | 1.0ms | 12.6MB | 53ms | 0ms | tinygo 0.30.0 |
d | 1.d | 73ms | 2.1ms | 23.8MB | 63ms | 0ms | dmd 2.106.1 |
crystal | 1.cr | 80ms | 1.2ms | 13.3MB | 70ms | 0ms | crystal 1.11.2 |
codon | 1.py | 81ms | 2.0ms | 17.2MB | 70ms | 0ms | codon 0.16.3 |
v | 2.v | 81ms | 1.2ms | 2.5MB | 70ms | 0ms | v/clang 0.4.4 |
csharp | 1.cs | 81ms | 1.1ms | 23.9MB | 70ms | 7ms | dotnet/aot 8.0.101 |
zig | 2.zig | 82ms | 1.3ms | 2.4MB | 70ms | 0ms | zig 0.12.0-dev.2341+92211135f |
v | 2.v | 82ms | 1.1ms | 3.1MB | 70ms | 0ms | v/clang+gc 0.4.4 |
rust | 2.rs | 85ms | 1.0ms | 3.0MB | 70ms | 0ms | rustc 1.75.0 |
wasm | 2.rs | 90ms | 1.5ms | 20.0MB | 70ms | 0ms | wasmtime 17.0.0 |
crystal | 2.cr | 93ms | 0.9ms | 4.8MB | 80ms | 0ms | crystal 1.11.2 |
wasm | 1.rs | 107ms | 11ms | 28.7MB | 90ms | 3ms | wasmtime 17.0.0 |
go | 2.go | 110ms | 2.0ms | 4.6MB | 100ms | 0ms | tinygo 0.30.0 |
codon | 2.py | 110ms | 3.4ms | 26.0MB | 97ms | 3ms | codon 0.16.3 |
csharp | 2.cs | 111ms | 0.4ms | 18.2MB | 110ms | 0ms | dotnet/aot 8.0.101 |
csharp | 1.cs | 114ms | 3.7ms | 49.8MB | 77ms | 7ms | dotnet 8.0.101 |
cpp | 1.cpp | 120ms | 1.4ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 131ms | 1.3ms | 4.1MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 144ms | 0.9ms | 40.8MB | 127ms | 7ms | mono 6.12.0 |
csharp | 2.cs | 153ms | 1.7ms | 35.4MB | 117ms | 7ms | dotnet 8.0.101 |
java | 1.java | 158ms | 3.3ms | 67.3MB | 207ms | 20ms | openjdk 23 |
java | 1.java | 162ms | 8.7ms | 64.7MB | 203ms | 27ms | openjdk 21 |
wasm | 2.rs | 173ms | 1.8ms | 51.1MB | 167ms | 0ms | node 18.19.0 |
go | 2.go | 181ms | 1.7ms | 7.2MB | 170ms | 0ms | go 1.21.6 |
wasm | 1.rs | 184ms | 0.9ms | 59.9MB | 160ms | 17ms | node 18.19.0 |
odin | 2.odin | 200ms | 0.3ms | 2.8MB | 190ms | 0ms | odin 2024 |
d | 2.d | 202ms | 0.7ms | 15.7MB | 183ms | 3ms | ldc2 1.36.0 |
ocaml | 1.ml | 212ms | 19ms | 139.7MB | 190ms | 7ms | ocaml 5.1.1 |
java | 1-m.java | 214ms | 20ms | 137.5MB | 287ms | 60ms | graal/jvm 17.0.8 |
java | 2.java | 257ms | 0.4ms | 49.6MB | 293ms | 30ms | openjdk 23 |
java | 2.java | 257ms | 3.8ms | 49.8MB | 313ms | 23ms | openjdk 21 |
d | 2.d | 280ms | 1.1ms | 17.4MB | 267ms | 3ms | dmd 2.106.1 |
java | 1.java | 284ms | 4.8ms | 63.3MB | 210ms | 143ms | openjdk/zgc 21 |
java | 2.java | 365ms | 2.0ms | 49.3MB | 307ms | 137ms | openjdk/zgc 21 |
csharp | 2.cs | 482ms | 4.0ms | 25.5MB | 467ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 502ms | 3.3ms | 9.0MB | 487ms | 0ms | ocaml 5.1.1 |
java | 2-m.java | 582ms | 94ms | 203.7MB | 1050ms | 63ms | graal/jvm 17.0.8 |
python | 1.py | 698ms | 9.1ms | 131.7MB | 667ms | 17ms | pypy 3.10.13 |
python | 2.py | 735ms | 2.3ms | 164.3MB | 690ms | 23ms | pyston 3.8.12 |
python | 1.py | 1113ms | 6.9ms | 86.0MB | 1087ms | 7ms | pyston 3.8.12 |
python | 2.py | 1213ms | 1.8ms | 165.4MB | 1170ms | 30ms | cpython 3.12.1 |
ruby | 1-m.rb | 1665ms | 20ms | 472.9MB | 2357ms | 177ms | truffleruby 23.1.2 |
python | 1.py | 2241ms | 84ms | 87.3MB | 2217ms | 10ms | cpython 3.12.1 |
python | 2.py | 2612ms | 31ms | 283.0MB | 2523ms | 77ms | pypy 3.10.13 |
ruby | 1.rb | 3530ms | 47ms | 146.6MB | 3423ms | 87ms | ruby/yjit 3.3.0 |
ruby | 1.rb | 4855ms | 12ms | 146.4MB | 4753ms | 83ms | ruby 3.3.0 |