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 | 2-m.zig | 475ms | 1.1ms | 3.8MB | 1780ms | 7ms | zig 0.12.0-dev.2341+92211135f |
cpp | 8-m.cpp | 479ms | 0.8ms | 4.2MB | 1863ms | 0ms | g++ 11.4.0 |
cpp | 8-m.cpp | 482ms | 26ms | 7.3MB | 1840ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
rust | 8-m.rs | 525ms | 0.4ms | 6.3MB | 2023ms | 3ms | rustc 1.77.0-nightly |
cpp | 6-im.cpp | 916ms | 3.0ms | 5.3MB | 3587ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
zig | 2.zig | 917ms | 2.4ms | 1.5MB | 910ms | 0ms | zig 0.12.0-dev.2341+92211135f |
cpp | 6-im.cpp | 917ms | 3.4ms | 4.3MB | 3607ms | 0ms | g++ 11.4.0 |
c | 4-m.c | 947ms | 11ms | 4.1MB | 3703ms | 0ms | gcc 13.2.0 |
c | 6-im.c | 981ms | 47ms | 4.1MB | 3790ms | 0ms | gcc 13.2.0 |
rust | 7-m.rs | 997ms | 0.9ms | 6.2MB | 3887ms | 3ms | rustc 1.75.0 |
c | 6-im.c | 1003ms | 11ms | 9.1MB | 3920ms | 3ms | clang 14.0.0-1ubuntu1.1 |
rust | 8.rs | 1075ms | 1.1ms | 2.3MB | 1063ms | 0ms | rustc 1.77.0-nightly |
c | 4-m.c | 1117ms | 3.7ms | 5.1MB | 4367ms | 10ms | clang 14.0.0-1ubuntu1.1 |
c | 5-im.c | 1145ms | 6.7ms | 4.1MB | 4493ms | 0ms | gcc 13.2.0 |
c | 5-im.c | 1335ms | 18ms | 5.3MB | 5220ms | 13ms | clang 14.0.0-1ubuntu1.1 |
c | 3-m.c | 1825ms | 3.8ms | 7.3MB | 7183ms | 0ms | clang 14.0.0-1ubuntu1.1 |
csharp | 3-m.cs | 1868ms | 28ms | 18.9MB | 7187ms | 17ms | dotnet/aot 8.0.101 |
chapel | 1-m.chpl | 1911ms | 0.6ms | 32.9MB | 3783ms | 0ms | chpl 1.31.0 |
go | 4-m.go | 1911ms | 7.7ms | 5.3MB | 7327ms | 0ms | go 1.21.6 |
c | 3-m.c | 1933ms | 0.6ms | 4.1MB | 7637ms | 3ms | gcc 13.2.0 |
rust | 2-m.rs | 1935ms | 1.0ms | 6.2MB | 7583ms | 13ms | rustc 1.75.0 |
java | 2-m.java | 1956ms | 9.0ms | 48.0MB | 7453ms | 37ms | openjdk 23 |
java | 2-m.java | 1957ms | 12ms | 47.8MB | 7463ms | 27ms | openjdk 21 |
csharp | 3-m.cs | 2016ms | 168ms | 39.0MB | 7077ms | 27ms | dotnet 8.0.101 |
rust | 7.rs | 2068ms | 5.9ms | 2.0MB | 2063ms | 0ms | rustc 1.75.0 |
java | 2-m.java | 2081ms | 13ms | 45.6MB | 7440ms | 140ms | openjdk/zgc 21 |
javascript | 6-m.js | 2120ms | 26ms | 92.2MB | 7783ms | 97ms | node 21.6.1 |
java | 2-m.java | 2462ms | 20ms | 94.8MB | 8777ms | 47ms | graal/jvm 17.0.8 |
nim | 1.nim | 3574ms | 1.9ms | 1.6MB | 3567ms | 0ms | nim/clang 2.0.2 |
d | 1.d | 3582ms | 3.5ms | 3.9MB | 3567ms | 0ms | ldc2 1.36.0 |
nim | 1.nim | 3591ms | 12ms | 1.4MB | 3580ms | 0ms | nim 2.0.2 |
d | 1.d | 3609ms | 12ms | 5.8MB | 3600ms | 0ms | dmd 2.106.1 |
go | 1.go | 3639ms | 25ms | 5.4MB | 3630ms | 0ms | go 1.21.6 |
zig | 1.zig | 3668ms | 10ms | 1.4MB | 3657ms | 0ms | zig 0.12.0-dev.2341+92211135f |
wasm | 7.rs | 3705ms | 9.4ms | 49.9MB | 3690ms | 7ms | node 18.19.0 |
chapel | 1.chpl | 3712ms | 4.9ms | 32.8MB | 3703ms | 0ms | chpl 1.31.0 |
wasm | 2.rs | 3742ms | 13ms | 18.3MB | 3727ms | 0ms | wasmtime 17.0.0 |
crystal | 1.cr | 3743ms | 15ms | 4.8MB | 3727ms | 0ms | crystal 1.11.2 |
wasm | 2.rs | 3746ms | 4.9ms | 49.7MB | 3730ms | 7ms | node 18.19.0 |
odin | 1.odin | 3783ms | 11ms | 2.9MB | 3773ms | 0ms | odin 2024 |
dart | 1.dart | 3807ms | 41ms | 6.1MB | 3797ms | 0ms | dart/exe 3.2.6 |
haxe | 1.hx | 3903ms | 4.9ms | 5.3MB | 3890ms | 0ms | haxe/hl/c 4.3.3 |
lua | 1.lua | 4049ms | 5.8ms | 2.5MB | 4037ms | 0ms | luajit 2.1.0-beta3 |
typescript | 7.ts | 4066ms | 156ms | 59.5MB | 4050ms | 13ms | deno 1.40.2 |
rust | 2.rs | 4161ms | 0.9ms | 2.0MB | 4150ms | 0ms | rustc 1.75.0 |
ocaml | 2.ml | 4552ms | 0.3ms | 4.4MB | 4537ms | 0ms | ocaml 5.1.1 |
csharp | 3-m.cs | 4685ms | 117ms | 29.1MB | 17887ms | 20ms | mono 6.12.0 |
wasm | 7.rs | 4973ms | 5.7ms | 18.3MB | 4957ms | 3ms | wasmtime 17.0.0 |
go | 1.go | timeout | 0.0ms | 2.4MB | 4990ms | 0ms | tinygo 0.30.0 |
haxe | 1.hx | timeout | 0.0ms | 7.4MB | 4987ms | 0ms | haxe/cpp 4.3.3 |
haxe | 1.hx | timeout | 0.0ms | 5.8MB | 4990ms | 0ms | haxe/hl/jit 1.14.0 |
lua | 1.lua | timeout | 0.0ms | 2.4MB | 4990ms | 0ms | lua 5.4.6 |
perl | 4.pl | timeout | 0.0ms | 13.8MB | 19783ms | 10ms | perl 5.38.2 |
python | 8.py | timeout | 0.0ms | 17.2MB | 57ms | 13ms | cpython 3.12.1 |
python | 8.py | timeout | 0.0ms | 76.8MB | 967ms | 133ms | pypy 3.10.13 |
python | 8.py | timeout | 0.0ms | 18.1MB | 63ms | 10ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 28.1MB | 4973ms | 10ms | ruby 3.3.0 |
ruby | 4.rb | timeout | 0.0ms | 28.5MB | 4963ms | 17ms | ruby/yjit 3.3.0 |
ruby | 4.rb | timeout | 0.0ms | 527.7MB | 5150ms | 253ms | truffleruby 23.1.2 |
v | 1.v | timeout | 0.0ms | 3.0MB | 4987ms | 0ms | v/clang+gc 0.4.4 |
v | 1.v | timeout | 0.0ms | 1.8MB | 4990ms | 0ms | v/clang 0.4.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 126ms | 0.2ms | 7.3MB | 450ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
zig | 2-m.zig | 126ms | 0.3ms | 3.7MB | 427ms | 7ms | zig 0.12.0-dev.2341+92211135f |
cpp | 8-m.cpp | 128ms | 0.2ms | 4.1MB | 477ms | 0ms | g++ 11.4.0 |
rust | 8-m.rs | 135ms | 0.6ms | 6.2MB | 497ms | 0ms | rustc 1.77.0-nightly |
zig | 2.zig | 230ms | 0.9ms | 1.4MB | 220ms | 0ms | zig 0.12.0-dev.2341+92211135f |
cpp | 6-im.cpp | 238ms | 0.4ms | 5.4MB | 890ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 242ms | 4.2ms | 4.2MB | 907ms | 0ms | g++ 11.4.0 |
c | 4-m.c | 246ms | 0.5ms | 4.1MB | 937ms | 0ms | gcc 13.2.0 |
c | 6-im.c | 252ms | 6.4ms | 4.0MB | 957ms | 0ms | gcc 13.2.0 |
rust | 7-m.rs | 255ms | 0.2ms | 6.1MB | 947ms | 7ms | rustc 1.75.0 |
c | 6-im.c | 258ms | 0.1ms | 9.2MB | 973ms | 3ms | clang 14.0.0-1ubuntu1.1 |
rust | 8.rs | 272ms | 1.1ms | 2.0MB | 260ms | 0ms | rustc 1.77.0-nightly |
c | 4-m.c | 288ms | 1.9ms | 7.0MB | 1090ms | 3ms | clang 14.0.0-1ubuntu1.1 |
c | 5-im.c | 297ms | 1.3ms | 4.0MB | 1130ms | 0ms | gcc 13.2.0 |
c | 5-im.c | 340ms | 0.0ms | 7.3MB | 1300ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 3-m.c | 462ms | 0.4ms | 5.3MB | 1787ms | 0ms | clang 14.0.0-1ubuntu1.1 |
csharp | 3-m.cs | 477ms | 2.0ms | 18.7MB | 1807ms | 10ms | dotnet/aot 8.0.101 |
go | 4-m.go | 479ms | 0.9ms | 5.3MB | 1817ms | 3ms | go 1.21.6 |
c | 3-m.c | 487ms | 1.0ms | 4.0MB | 1893ms | 0ms | gcc 13.2.0 |
rust | 2-m.rs | 488ms | 0.9ms | 8.1MB | 1880ms | 3ms | rustc 1.75.0 |
chapel | 1-m.chpl | 496ms | 1.2ms | 32.9MB | 953ms | 0ms | chpl 1.31.0 |
rust | 7.rs | 517ms | 1.8ms | 1.9MB | 507ms | 0ms | rustc 1.75.0 |
csharp | 3-m.cs | 536ms | 3.2ms | 36.9MB | 1843ms | 17ms | dotnet 8.0.101 |
java | 2-m.java | 583ms | 3.4ms | 47.7MB | 2050ms | 20ms | openjdk 21 |
java | 2-m.java | 586ms | 3.4ms | 47.9MB | 2070ms | 20ms | openjdk 23 |
javascript | 6-m.js | 636ms | 17ms | 91.5MB | 2100ms | 110ms | node 21.6.1 |
java | 2-m.java | 713ms | 3.2ms | 45.6MB | 2100ms | 133ms | openjdk/zgc 21 |
java | 2-m.java | 744ms | 11ms | 100.2MB | 2513ms | 37ms | graal/jvm 17.0.8 |
nim | 1.nim | 895ms | 0.8ms | 1.5MB | 887ms | 0ms | nim/clang 2.0.2 |
d | 1.d | 897ms | 1.0ms | 3.5MB | 880ms | 0ms | ldc2 1.36.0 |
nim | 1.nim | 899ms | 2.9ms | 1.8MB | 890ms | 0ms | nim 2.0.2 |
d | 1.d | 907ms | 1.8ms | 5.3MB | 900ms | 0ms | dmd 2.106.1 |
zig | 1.zig | 920ms | 1.8ms | 1.3MB | 910ms | 0ms | zig 0.12.0-dev.2341+92211135f |
odin | 1.odin | 927ms | 7.4ms | 2.3MB | 917ms | 0ms | odin 2024 |
go | 1.go | 928ms | 8.2ms | 3.3MB | 923ms | 0ms | go 1.21.6 |
wasm | 2.rs | 942ms | 1.0ms | 18.3MB | 930ms | 0ms | wasmtime 17.0.0 |
chapel | 1.chpl | 944ms | 2.4ms | 32.8MB | 933ms | 0ms | chpl 1.31.0 |
crystal | 1.cr | 945ms | 4.4ms | 4.4MB | 933ms | 0ms | crystal 1.11.2 |
wasm | 7.rs | 954ms | 2.8ms | 49.9MB | 937ms | 10ms | node 18.19.0 |
dart | 1.dart | 961ms | 4.2ms | 6.1MB | 950ms | 0ms | dart/exe 3.2.6 |
wasm | 2.rs | 963ms | 1.3ms | 49.4MB | 953ms | 3ms | node 18.19.0 |
haxe | 1.hx | 988ms | 15ms | 5.1MB | 973ms | 0ms | haxe/hl/c 4.3.3 |
typescript | 7.ts | 1002ms | 27ms | 57.1MB | 993ms | 7ms | deno 1.40.2 |
lua | 1.lua | 1015ms | 1.6ms | 2.4MB | 1003ms | 0ms | luajit 2.1.0-beta3 |
rust | 2.rs | 1043ms | 0.9ms | 2.0MB | 1030ms | 0ms | rustc 1.75.0 |
ocaml | 2.ml | 1148ms | 4.4ms | 4.0MB | 1137ms | 0ms | ocaml 5.1.1 |
csharp | 3-m.cs | 1178ms | 36ms | 29.3MB | 4430ms | 7ms | mono 6.12.0 |
wasm | 7.rs | 1251ms | 3.1ms | 18.2MB | 1237ms | 0ms | wasmtime 17.0.0 |
v | 1.v | 1280ms | 17ms | 1.6MB | 1270ms | 0ms | v/clang 0.4.4 |
v | 1.v | 1312ms | 4.6ms | 2.6MB | 1297ms | 0ms | v/clang+gc 0.4.4 |
go | 1.go | 1394ms | 5.3ms | 0.4MB | 1383ms | 0ms | tinygo 0.30.0 |
haxe | 1.hx | 2387ms | 2.0ms | 7.0MB | 2377ms | 0ms | haxe/cpp 4.3.3 |
ruby | 4.rb | 4605ms | 65ms | 509.3MB | 4857ms | 220ms | truffleruby 23.1.2 |
haxe | 1.hx | timeout | 0.0ms | 5.8MB | 4980ms | 0ms | haxe/hl/jit 1.14.0 |
lua | 1.lua | timeout | 0.0ms | 2.3MB | 4990ms | 0ms | lua 5.4.6 |
perl | 4.pl | timeout | 0.0ms | 14.0MB | 19403ms | 13ms | perl 5.38.2 |
python | 8.py | timeout | 0.0ms | 16.8MB | 100ms | 13ms | cpython 3.12.1 |
python | 8.py | timeout | 0.0ms | 75.9MB | 1767ms | 440ms | pypy 3.10.13 |
python | 8.py | timeout | 0.0ms | 17.8MB | 150ms | 30ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 28.1MB | 4967ms | 20ms | ruby 3.3.0 |
ruby | 4.rb | timeout | 0.0ms | 28.5MB | 4963ms | 20ms | ruby/yjit 3.3.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 38ms | 0.6ms | 7.3MB | 107ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
rust | 8-m.rs | 38ms | 0.4ms | 6.1MB | 113ms | 0ms | rustc 1.77.0-nightly |
zig | 2-m.zig | 38ms | 0.0ms | 3.7MB | 97ms | 3ms | zig 0.12.0-dev.2341+92211135f |
cpp | 8-m.cpp | 44ms | 8.7ms | 4.0MB | 140ms | 0ms | g++ 11.4.0 |
zig | 2.zig | 60ms | 1.0ms | 1.4MB | 50ms | 0ms | zig 0.12.0-dev.2341+92211135f |
cpp | 6-im.cpp | 67ms | 0.9ms | 5.4MB | 227ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 68ms | 0.2ms | 4.2MB | 237ms | 0ms | g++ 11.4.0 |
rust | 7-m.rs | 69ms | 0.5ms | 6.1MB | 227ms | 10ms | rustc 1.75.0 |
c | 4-m.c | 69ms | 0.7ms | 4.1MB | 243ms | 0ms | gcc 13.2.0 |
c | 6-im.c | 70ms | 0.0ms | 4.0MB | 247ms | 0ms | gcc 13.2.0 |
rust | 8.rs | 71ms | 0.4ms | 1.9MB | 60ms | 0ms | rustc 1.77.0-nightly |
c | 6-im.c | 72ms | 1.1ms | 7.1MB | 247ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 4-m.c | 80ms | 0.5ms | 5.1MB | 280ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 5-im.c | 83ms | 0.5ms | 4.0MB | 300ms | 0ms | gcc 13.2.0 |
c | 5-im.c | 109ms | 28ms | 5.2MB | 363ms | 3ms | clang 14.0.0-1ubuntu1.1 |
c | 3-m.c | 124ms | 0.7ms | 7.0MB | 447ms | 0ms | clang 14.0.0-1ubuntu1.1 |
go | 4-m.go | 126ms | 1.3ms | 5.3MB | 437ms | 0ms | go 1.21.6 |
rust | 2-m.rs | 127ms | 1.1ms | 6.1MB | 457ms | 3ms | rustc 1.75.0 |
c | 3-m.c | 129ms | 1.4ms | 4.0MB | 480ms | 0ms | gcc 13.2.0 |
rust | 7.rs | 131ms | 0.2ms | 1.9MB | 120ms | 0ms | rustc 1.75.0 |
csharp | 3-m.cs | 132ms | 0.4ms | 18.9MB | 453ms | 3ms | dotnet/aot 8.0.101 |
chapel | 1-m.chpl | 140ms | 0.8ms | 33.0MB | 240ms | 7ms | chpl 1.31.0 |
csharp | 3-m.cs | 191ms | 6.2ms | 35.6MB | 490ms | 10ms | dotnet 8.0.101 |
nim | 1.nim | 226ms | 0.0ms | 1.5MB | 217ms | 0ms | nim/clang 2.0.2 |
nim | 1.nim | 227ms | 1.0ms | 1.8MB | 220ms | 0ms | nim 2.0.2 |
d | 1.d | 229ms | 0.4ms | 3.1MB | 217ms | 0ms | ldc2 1.36.0 |
zig | 1.zig | 232ms | 1.1ms | 1.3MB | 223ms | 0ms | zig 0.12.0-dev.2341+92211135f |
d | 1.d | 232ms | 2.4ms | 5.0MB | 223ms | 0ms | dmd 2.106.1 |
java | 2-m.java | 233ms | 0.9ms | 47.6MB | 667ms | 20ms | openjdk 21 |
odin | 1.odin | 235ms | 2.8ms | 1.9MB | 227ms | 0ms | odin 2024 |
go | 1.go | 236ms | 5.1ms | 3.3MB | 223ms | 0ms | go 1.21.6 |
crystal | 1.cr | 238ms | 0.1ms | 4.1MB | 227ms | 0ms | crystal 1.11.2 |
dart | 1.dart | 243ms | 1.0ms | 6.0MB | 230ms | 0ms | dart/exe 3.2.6 |
java | 2-m.java | 243ms | 5.5ms | 47.9MB | 727ms | 23ms | openjdk 23 |
wasm | 2.rs | 245ms | 0.7ms | 18.7MB | 230ms | 0ms | wasmtime 17.0.0 |
chapel | 1.chpl | 252ms | 1.7ms | 32.8MB | 247ms | 0ms | chpl 1.31.0 |
haxe | 1.hx | 259ms | 10ms | 5.2MB | 247ms | 0ms | haxe/hl/c 4.3.3 |
lua | 1.lua | 259ms | 2.7ms | 2.3MB | 250ms | 0ms | luajit 2.1.0-beta3 |
javascript | 6-m.js | 260ms | 4.6ms | 91.2MB | 737ms | 90ms | node 21.6.1 |
rust | 2.rs | 262ms | 0.2ms | 2.0MB | 250ms | 0ms | rustc 1.75.0 |
typescript | 7.ts | 263ms | 2.7ms | 57.1MB | 243ms | 10ms | deno 1.40.2 |
wasm | 7.rs | 268ms | 1.8ms | 49.7MB | 253ms | 10ms | node 18.19.0 |
wasm | 2.rs | 271ms | 2.4ms | 49.3MB | 263ms | 3ms | node 18.19.0 |
java | 2-m.java | 277ms | 8.5ms | 98.5MB | 783ms | 43ms | graal/jvm 17.0.8 |
ocaml | 2.ml | 296ms | 9.9ms | 3.4MB | 287ms | 0ms | ocaml 5.1.1 |
wasm | 7.rs | 320ms | 1.0ms | 18.2MB | 303ms | 0ms | wasmtime 17.0.0 |
v | 1.v | 322ms | 1.6ms | 1.6MB | 310ms | 0ms | v/clang 0.4.4 |
v | 1.v | 332ms | 1.3ms | 2.5MB | 320ms | 0ms | v/clang+gc 0.4.4 |
csharp | 3-m.cs | 344ms | 4.8ms | 33.1MB | 1147ms | 17ms | mono 6.12.0 |
go | 1.go | 349ms | 0.4ms | 0.3MB | 340ms | 0ms | tinygo 0.30.0 |
java | 2-m.java | 372ms | 13ms | 45.5MB | 740ms | 133ms | openjdk/zgc 21 |
haxe | 1.hx | 601ms | 1.4ms | 5.9MB | 590ms | 0ms | haxe/cpp 4.3.3 |
ruby | 4.rb | 1257ms | 60ms | 358.6MB | 1563ms | 133ms | truffleruby 23.1.2 |
python | 8-m.py | 2161ms | 17ms | 76.3MB | 6830ms | 320ms | pypy 3.10.13 |
haxe | 1.hx | 2301ms | 9.1ms | 5.8MB | 2287ms | 0ms | haxe/hl/jit 1.14.0 |
perl | 4-m.pl | 3241ms | 7.1ms | 13.5MB | 12600ms | 10ms | perl 5.38.2 |
lua | 1.lua | timeout | 0.0ms | 2.0MB | 4993ms | 0ms | lua 5.4.6 |
python | 8.py | timeout | 0.0ms | 14.6MB | 293ms | 40ms | cpython 3.12.1 |
python | 8.py | timeout | 0.0ms | 17.2MB | 430ms | 120ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 28.3MB | 4973ms | 10ms | ruby 3.3.0 |
ruby | 4.rb | timeout | 0.0ms | 28.4MB | 4970ms | 13ms | ruby/yjit 3.3.0 |