Current benchmark data was generated on Thu Jul 13 2023, 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.zig | 430ms | 5.5ms | 6.0MB | 413ms | 0ms | zig 0.11.0-dev.3978+711b4e93e |
julia | 1.jl | 441ms | 3.7ms | 206.9MB | 367ms | 60ms | julia/aot 1.9.2 |
crystal | 2.cr | 458ms | 6.2ms | 8.0MB | 443ms | 0ms | crystal 1.9.0 |
rust | 2.rs | 459ms | 1.6ms | 6.6MB | 443ms | 0ms | rustc 1.70.0 |
v | 2.v | 507ms | 7.4ms | 10.8MB | 493ms | 0ms | v/clang 0.4.0 |
v | 2.v | 514ms | 7.9ms | 10.6MB | 500ms | 0ms | v/clang+gc 0.4.0 |
rust | 1.rs | 519ms | 15ms | 40.9MB | 497ms | 7ms | rustc 1.70.0 |
zig | 1.zig | 524ms | 19ms | 40.3MB | 497ms | 10ms | zig 0.11.0-dev.3978+711b4e93e |
v | 1.v | 546ms | 16ms | 41.2MB | 527ms | 0ms | v/clang 0.4.0 |
d | 1.d | 562ms | 13ms | 43.1MB | 537ms | 10ms | ldc2 1.32.2 |
nim | 1.nim | 568ms | 14ms | 40.3MB | 550ms | 0ms | nim 1.6.14 |
wasm | 2.rs | 586ms | 9.0ms | 31.6MB | 567ms | 3ms | wasmedgec 0.13.1 |
odin | 1.odin | 587ms | 13ms | 40.6MB | 570ms | 3ms | odin 2023 |
v | 1.v | 591ms | 49ms | 41.1MB | 570ms | 0ms | v/clang+gc 0.4.0 |
go | 1.go | 600ms | 68ms | 43.8MB | 580ms | 7ms | tinygo 0.28.1 |
wasm | 2.rs | 604ms | 0.9ms | 21.2MB | 590ms | 0ms | wasmtime 10.0.1 |
crystal | 1.cr | 604ms | 9.8ms | 42.6MB | 583ms | 0ms | crystal 1.9.0 |
c | 1.c | 604ms | 35ms | 40.8MB | 577ms | 10ms | clang 14.0.0 |
d | 1.d | 607ms | 7.4ms | 75.9MB | 587ms | 3ms | dmd 2.104.1 |
nim | 2.nim | 608ms | 6.1ms | 6.5MB | 597ms | 0ms | nim/clang 1.6.14 |
c | 1.c | 610ms | 8.4ms | 40.9MB | 580ms | 13ms | gcc 13.1.0 |
wasm | 1.rs | 613ms | 36ms | 66.5MB | 587ms | 10ms | wasmedgec 0.13.1 |
csharp | 1.cs | 620ms | 16ms | 69.7MB | 600ms | 13ms | dotnet/aot 7.0.306 |
wasm | 1.rs | 624ms | 13ms | 55.3MB | 603ms | 7ms | wasmtime 10.0.1 |
nim | 2.nim | 633ms | 1.1ms | 6.1MB | 617ms | 0ms | nim 1.6.14 |
go | 1.go | 633ms | 64ms | 72.4MB | 607ms | 7ms | go 1.20.6 |
go | 2.go | 640ms | 9.9ms | 16.3MB | 627ms | 0ms | tinygo 0.28.1 |
c | 1.c | 642ms | 41ms | 40.1MB | 613ms | 13ms | zigcc 0.11.0-dev.3978+711b4e93e |
cpp | 1.cpp | 657ms | 2.1ms | 6.9MB | 650ms | 0ms | g++ 11.3.0 |
codon | 1.py | 682ms | 64ms | 44.5MB | 657ms | 10ms | codon 0.16.2 |
java | 1.java | 694ms | 14ms | 85.4MB | 700ms | 23ms | openjdk 22 |
cpp | 1.cpp | 718ms | 8.5ms | 7.5MB | 703ms | 0ms | clang++ 14.0.0 |
java | 1.java | 734ms | 33ms | 84.7MB | 750ms | 23ms | openjdk 20 |
nim | 1.nim | 758ms | 55ms | 41.3MB | 743ms | 0ms | nim/clang 1.6.14 |
csharp | 1.cs | 762ms | 8.7ms | 86.6MB | 740ms | 10ms | mono 6.12.0 |
csharp | 2.cs | 767ms | 3.1ms | 21.7MB | 757ms | 0ms | dotnet/aot 7.0.306 |
d | 2.d | 894ms | 1.5ms | 48.2MB | 870ms | 13ms | ldc2 1.32.2 |
codon | 2.py | 911ms | 35ms | 104.9MB | 883ms | 13ms | codon 0.16.2 |
go | 2.go | 915ms | 12ms | 21.8MB | 887ms | 10ms | go 1.20.6 |
csharp | 2.cs | 942ms | 5.1ms | 38.8MB | 900ms | 7ms | dotnet 7.0.306 |
java | 1.java | 970ms | 84ms | 110.1MB | 930ms | 87ms | openjdk/zgc 20 |
java | 2.java | 1000ms | 5.3ms | 48.9MB | 980ms | 57ms | openjdk/zgc 20 |
java | 2.java | 1017ms | 8.0ms | 51.9MB | 1053ms | 7ms | openjdk 22 |
java | 2.java | 1020ms | 4.5ms | 50.9MB | 1043ms | 13ms | openjdk 20 |
wasm | 2.rs | 1090ms | 9.2ms | 53.6MB | 1067ms | 10ms | node 18.16.1 |
odin | 2.odin | 1175ms | 2.5ms | 6.4MB | 1167ms | 0ms | odin 2023 |
java | 1-m.java | 1226ms | 33ms | 242.1MB | 1830ms | 90ms | graal/jvm 17.0.7 |
wasm | 1.rs | 1351ms | 92ms | 87.9MB | 1337ms | 10ms | node 18.16.1 |
csharp | 1.cs | 1381ms | 38ms | 86.3MB | 1333ms | 23ms | dotnet 7.0.306 |
d | 2.d | 1533ms | 3.0ms | 50.2MB | 1513ms | 7ms | dmd 2.104.1 |
java | 2-m.java | 1700ms | 6.4ms | 190.7MB | 3000ms | 70ms | graal/jvm 17.0.7 |
ocaml | 1.ml | 1999ms | 32ms | 550.5MB | 1893ms | 87ms | ocaml 5.0.0 |
ocaml | 2.ml | 2424ms | 16ms | 19.0MB | 2410ms | 0ms | ocaml 5.0.0 |
csharp | 2.cs | 2479ms | 43ms | 34.3MB | 2460ms | 3ms | mono 6.12.0 |
python | 1.py | 3962ms | 23ms | 388.8MB | 3823ms | 117ms | pypy 3.10.12 |
python | 2.py | 4945ms | 31ms | 633.0MB | 4633ms | 293ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4937ms | 50ms | cpython 3.11.4 |
python | 2.py | timeout | 0.0ms | 633.6MB | 4703ms | 277ms | cpython 3.11.4 |
python | 2.py | timeout | 0.0ms | 1013.9MB | 4687ms | 287ms | pypy 3.10.12 |
python | 1.py | timeout | 0.0ms | 320.5MB | 4910ms | 73ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 344.6MB | 4853ms | 123ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 345.2MB | 4850ms | 127ms | ruby/yjit 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 683.4MB | 5050ms | 130ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2.zig | 94ms | 0.1ms | 2.3MB | 87ms | 0ms | zig 0.11.0-dev.3978+711b4e93e |
rust | 2.rs | 102ms | 1.2ms | 3.1MB | 90ms | 0ms | rustc 1.70.0 |
crystal | 2.cr | 103ms | 0.3ms | 4.1MB | 90ms | 0ms | crystal 1.9.0 |
v | 2.v | 116ms | 0.7ms | 4.0MB | 100ms | 0ms | v/clang+gc 0.4.0 |
zig | 1.zig | 117ms | 0.6ms | 11.1MB | 107ms | 0ms | zig 0.11.0-dev.3978+711b4e93e |
v | 2.v | 117ms | 0.6ms | 4.1MB | 107ms | 0ms | v/clang 0.4.0 |
odin | 1.odin | 122ms | 0.7ms | 11.3MB | 110ms | 0ms | odin 2023 |
c | 1.c | 123ms | 3.8ms | 11.6MB | 107ms | 0ms | clang 14.0.0 |
v | 1.v | 124ms | 4.9ms | 20.2MB | 113ms | 0ms | v/clang+gc 0.4.0 |
c | 1.c | 124ms | 3.7ms | 11.0MB | 107ms | 0ms | zigcc 0.11.0-dev.3978+711b4e93e |
rust | 1.rs | 124ms | 4.5ms | 11.6MB | 110ms | 0ms | rustc 1.70.0 |
v | 1.v | 126ms | 4.9ms | 20.8MB | 110ms | 0ms | v/clang 0.4.0 |
c | 1.c | 127ms | 4.4ms | 11.7MB | 117ms | 0ms | gcc 13.1.0 |
d | 1.d | 128ms | 3.5ms | 13.9MB | 117ms | 0ms | ldc2 1.32.2 |
nim | 1.nim | 129ms | 0.5ms | 11.0MB | 120ms | 0ms | nim 1.6.14 |
go | 1.go | 136ms | 2.3ms | 21.5MB | 117ms | 0ms | go 1.20.6 |
nim | 1.nim | 136ms | 0.4ms | 11.3MB | 123ms | 0ms | nim/clang 1.6.14 |
go | 1.go | 138ms | 4.4ms | 13.4MB | 127ms | 0ms | tinygo 0.28.1 |
d | 1.d | 139ms | 1.0ms | 23.8MB | 127ms | 0ms | dmd 2.104.1 |
crystal | 1.cr | 140ms | 4.1ms | 13.0MB | 127ms | 0ms | crystal 1.9.0 |
wasm | 2.rs | 142ms | 0.1ms | 17.4MB | 127ms | 0ms | wasmtime 10.0.1 |
nim | 2.nim | 142ms | 1.0ms | 3.3MB | 130ms | 0ms | nim/clang 1.6.14 |
wasm | 2.rs | 142ms | 2.1ms | 29.2MB | 127ms | 3ms | wasmedgec 0.13.1 |
wasm | 1.rs | 145ms | 0.5ms | 25.9MB | 130ms | 0ms | wasmtime 10.0.1 |
csharp | 1.cs | 146ms | 4.5ms | 29.8MB | 140ms | 0ms | dotnet/aot 7.0.306 |
nim | 2.nim | 148ms | 0.7ms | 3.0MB | 140ms | 0ms | nim 1.6.14 |
wasm | 1.rs | 149ms | 3.2ms | 40.5MB | 130ms | 3ms | wasmedgec 0.13.1 |
codon | 1.py | 150ms | 1.1ms | 15.1MB | 140ms | 0ms | codon 0.16.2 |
go | 2.go | 153ms | 3.0ms | 5.6MB | 143ms | 0ms | tinygo 0.28.1 |
cpp | 1.cpp | 153ms | 0.2ms | 3.5MB | 140ms | 0ms | g++ 11.3.0 |
cpp | 1.cpp | 170ms | 0.3ms | 3.9MB | 160ms | 0ms | clang++ 14.0.0 |
csharp | 1.cs | 185ms | 0.9ms | 40.7MB | 163ms | 7ms | mono 6.12.0 |
csharp | 2.cs | 190ms | 2.0ms | 15.3MB | 187ms | 0ms | dotnet/aot 7.0.306 |
codon | 2.py | 202ms | 0.9ms | 25.6MB | 183ms | 7ms | codon 0.16.2 |
d | 2.d | 212ms | 0.9ms | 15.0MB | 200ms | 0ms | ldc2 1.32.2 |
go | 2.go | 217ms | 1.8ms | 7.3MB | 207ms | 0ms | go 1.20.6 |
julia | 1.jl | 236ms | 5.2ms | 200.7MB | 150ms | 70ms | julia/aot 1.9.2 |
java | 1.java | 240ms | 8.0ms | 59.6MB | 257ms | 23ms | openjdk 22 |
java | 1.java | 241ms | 1.4ms | 58.8MB | 257ms | 20ms | openjdk 20 |
csharp | 2.cs | 272ms | 2.7ms | 28.1MB | 233ms | 7ms | dotnet 7.0.306 |
odin | 2.odin | 290ms | 0.5ms | 2.5MB | 280ms | 0ms | odin 2023 |
java | 1.java | 290ms | 3.0ms | 59.3MB | 263ms | 63ms | openjdk/zgc 20 |
wasm | 2.rs | 298ms | 1.7ms | 49.2MB | 280ms | 10ms | node 18.16.1 |
java | 2.java | 327ms | 5.8ms | 45.0MB | 350ms | 17ms | openjdk 20 |
java | 2.java | 330ms | 7.5ms | 47.6MB | 350ms | 17ms | openjdk 22 |
csharp | 1.cs | 336ms | 2.1ms | 44.3MB | 293ms | 13ms | dotnet 7.0.306 |
java | 1-m.java | 339ms | 12ms | 151.2MB | 477ms | 40ms | graal/jvm 17.0.7 |
ocaml | 1.ml | 339ms | 11ms | 140.3MB | 307ms | 17ms | ocaml 5.0.0 |
wasm | 1.rs | 349ms | 2.5ms | 58.9MB | 333ms | 7ms | node 18.16.1 |
java | 2.java | 360ms | 6.3ms | 44.3MB | 340ms | 53ms | openjdk/zgc 20 |
d | 2.d | 380ms | 1.6ms | 17.3MB | 363ms | 0ms | dmd 2.104.1 |
csharp | 2.cs | 605ms | 1.1ms | 25.5MB | 583ms | 7ms | mono 6.12.0 |
ocaml | 2.ml | 609ms | 28ms | 9.1MB | 590ms | 0ms | ocaml 5.0.0 |
java | 2-m.java | 623ms | 7.0ms | 150.9MB | 1083ms | 63ms | graal/jvm 17.0.7 |
python | 1.py | 883ms | 15ms | 213.0MB | 840ms | 30ms | pypy 3.10.12 |
python | 2.py | 1136ms | 6.5ms | 164.4MB | 1070ms | 50ms | pyston 3.8.12 |
python | 2.py | 1412ms | 11ms | 266.7MB | 1277ms | 117ms | pypy 3.10.12 |
python | 1.py | 1677ms | 20ms | 86.1MB | 1640ms | 23ms | pyston 3.8.12 |
python | 2.py | 1697ms | 29ms | 164.8MB | 1647ms | 37ms | cpython 3.11.4 |
python | 1.py | 2679ms | 11ms | 86.8MB | 2640ms | 20ms | cpython 3.11.4 |
ruby | 1.rb | 2793ms | 82ms | 427.2MB | 3267ms | 127ms | truffleruby 22.3.1 |
ruby | 1.rb | timeout | 0.0ms | 151.0MB | 4927ms | 50ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 151.4MB | 4923ms | 60ms | ruby/yjit 3.2.2 |