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 |
---|---|---|---|---|---|---|---|
rust | 0-unsafe.rs | 36ms | 1.0ms | 1.9MB | 23ms | 0ms | rustc 1.75.0 |
zig | 1.zig | 36ms | 2.0ms | 2.9MB | 27ms | 0ms | zig 0.12.0-dev.2341+92211135f |
crystal | 0-unsafe.cr | 38ms | 0.7ms | 3.3MB | 30ms | 0ms | crystal 1.11.2 |
rust | 1.rs | 51ms | 1.3ms | 2.0MB | 40ms | 0ms | rustc 1.75.0 |
crystal | 1.cr | 67ms | 1.0ms | 3.3MB | 57ms | 0ms | crystal 1.11.2 |
csharp | 2.cs | 106ms | 1.6ms | 14.1MB | 100ms | 0ms | dotnet/aot 8.0.101 |
nim | 2.nim | 108ms | 1.5ms | 1.6MB | 100ms | 0ms | nim/clang 2.0.2 |
nim | 2.nim | 109ms | 2.7ms | 1.4MB | 97ms | 0ms | nim 2.0.2 |
wasm | 1.rs | 118ms | 1.0ms | 19.0MB | 107ms | 0ms | wasmtime 17.0.0 |
go | 3.go | 128ms | 1.8ms | 3.3MB | 120ms | 0ms | go 1.21.6 |
d | 1.d | 130ms | 1.5ms | 5.8MB | 120ms | 3ms | ldc2 1.36.0 |
haxe | 1.hx | 135ms | 2.2ms | 21.0MB | 120ms | 0ms | haxe/cpp 4.3.3 |
go | 3.go | 135ms | 4.0ms | 0.3MB | 127ms | 0ms | tinygo 0.30.0 |
haxe | 1.hx | 136ms | 1.7ms | 5.0MB | 127ms | 0ms | haxe/hl/c 4.3.3 |
csharp | 2.cs | 148ms | 4.4ms | 23.7MB | 133ms | 0ms | mono 6.12.0 |
python | 2.py | 154ms | 4.7ms | 56.8MB | 123ms | 17ms | pypy 3.10.13 |
haxe | 1.hx | 155ms | 1.2ms | 5.7MB | 147ms | 0ms | haxe/hl/jit 1.14.0 |
dart | 2.dart | 168ms | 4.5ms | 9.0MB | 153ms | 0ms | dart/exe 3.2.6 |
d | 1.d | 175ms | 2.6ms | 7.8MB | 160ms | 7ms | dmd 2.106.1 |
kotlin | 1-m.kt | 179ms | 1.1ms | 94.8MB | 310ms | 17ms | kotlin/jvm 21 |
ocaml | 1.ml | 186ms | 5.8ms | 6.5MB | 177ms | 0ms | ocaml 5.1.1 |
python | 1.py | 189ms | 6.3ms | 59.5MB | 160ms | 13ms | pypy 3.10.13 |
kotlin | 2-m.kt | 199ms | 5.9ms | 100.7MB | 413ms | 33ms | kotlin/jvm 21 |
wasm | 1.rs | 205ms | 1.5ms | 53.4MB | 207ms | 10ms | node 18.19.0 |
odin | 1.odin | 247ms | 19ms | 1.8MB | 237ms | 0ms | odin 2024 |
v | 1.v | 251ms | 3.2ms | 1.4MB | 240ms | 0ms | v/clang 0.4.4 |
v | 1.v | 261ms | 2.8ms | 2.3MB | 250ms | 0ms | v/clang+gc 0.4.4 |
typescript | 2.ts | 267ms | 4.6ms | 63.9MB | 250ms | 17ms | deno 1.40.2 |
csharp | 2.cs | 275ms | 12ms | 32.4MB | 233ms | 10ms | dotnet 8.0.101 |
kotlin | 2.kt | 303ms | 2.6ms | 7.8MB | 433ms | 10ms | kotlin/native 1.8.21 |
javascript | 2.js | 315ms | 1.3ms | 56.2MB | 310ms | 13ms | node 21.6.1 |
ruby | 1.rb | 335ms | 1.4ms | 28.6MB | 307ms | 13ms | ruby/yjit 3.3.0 |
javascript | 1.js | 405ms | 1.0ms | 157.6MB | 417ms | 17ms | bun 1.0.25 |
kotlin | 1.kt | 507ms | 10ms | 7.8MB | 607ms | 3ms | kotlin/native 1.8.21 |
javascript | 2.js | 524ms | 3.6ms | 127.5MB | 560ms | 13ms | bun 1.0.25 |
javascript | 1.js | 524ms | 4.3ms | 54.6MB | 507ms | 13ms | node 21.6.1 |
typescript | 1.ts | 528ms | 2.2ms | 64.6MB | 513ms | 13ms | deno 1.40.2 |
ruby | 1.rb | 536ms | 12ms | 28.4MB | 503ms | 20ms | ruby 3.3.0 |
dart | 1.dart | 572ms | 2.7ms | 9.0MB | 560ms | 0ms | dart/exe 3.2.6 |
ruby | 1-m.rb | 658ms | 38ms | 365.9MB | 1090ms | 147ms | truffleruby 23.1.2 |
python | 1.py | 729ms | 10ms | 8.9MB | 713ms | 0ms | pyston 3.8.12 |
python | 2.py | 851ms | 3.5ms | 8.5MB | 840ms | 0ms | pyston 3.8.12 |
csharp | 1.cs | 1019ms | 3.2ms | 17.3MB | 1010ms | 10ms | dotnet/aot 8.0.101 |
python | 1.py | 1105ms | 12ms | 9.9MB | 1093ms | 0ms | cpython 3.12.1 |
python | 2.py | 1288ms | 22ms | 9.5MB | 1277ms | 0ms | cpython 3.12.1 |
csharp | 1.cs | 1444ms | 29ms | 163.2MB | 1333ms | 93ms | dotnet 8.0.101 |
csharp | 1.cs | 3317ms | 12ms | 48.3MB | 3263ms | 47ms | mono 6.12.0 |
nim | 1.nim | timeout | 0.0ms | 1.5MB | 4990ms | 0ms | nim/clang 2.0.2 |
nim | 1.nim | timeout | 0.0ms | 1.3MB | 4990ms | 0ms | nim 2.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 98ms | 0.8ms | 2.9MB | 90ms | 0ms | zig 0.12.0-dev.2341+92211135f |
crystal | 0-unsafe.cr | 106ms | 1.1ms | 3.3MB | 97ms | 0ms | crystal 1.11.2 |
rust | 0-unsafe.rs | 151ms | 1.3ms | 1.9MB | 143ms | 0ms | rustc 1.75.0 |
crystal | 1.cr | 188ms | 1.0ms | 3.3MB | 180ms | 0ms | crystal 1.11.2 |
rust | 1.rs | 210ms | 1.9ms | 2.0MB | 200ms | 0ms | rustc 1.75.0 |
csharp | 2.cs | 293ms | 5.4ms | 12.1MB | 287ms | 0ms | dotnet/aot 8.0.101 |
kotlin | 2-m.kt | 302ms | 3.3ms | 212.9MB | 523ms | 57ms | kotlin/jvm 21 |
nim | 2.nim | 316ms | 0.4ms | 1.9MB | 307ms | 0ms | nim/clang 2.0.2 |
nim | 2.nim | 323ms | 4.4ms | 1.4MB | 313ms | 0ms | nim 2.0.2 |
kotlin | 1.kt | 326ms | 4.4ms | 204.4MB | 440ms | 33ms | kotlin/jvm 21 |
wasm | 1.rs | 340ms | 7.6ms | 19.0MB | 327ms | 0ms | wasmtime 17.0.0 |
python | 2.py | 349ms | 3.5ms | 59.9MB | 327ms | 10ms | pypy 3.10.13 |
csharp | 2.cs | 358ms | 4.8ms | 27.1MB | 347ms | 0ms | mono 6.12.0 |
go | 3.go | 371ms | 1.4ms | 3.3MB | 360ms | 0ms | go 1.21.6 |
d | 1.d | 373ms | 2.0ms | 4.1MB | 360ms | 13ms | ldc2 1.36.0 |
haxe | 1.hx | 382ms | 4.8ms | 26.0MB | 363ms | 10ms | haxe/cpp 4.3.3 |
go | 3.go | 388ms | 1.8ms | 2.3MB | 380ms | 0ms | tinygo 0.30.0 |
python | 1.py | 395ms | 5.9ms | 60.9MB | 367ms | 17ms | pypy 3.10.13 |
haxe | 1.hx | 399ms | 5.7ms | 5.2MB | 387ms | 0ms | haxe/hl/c 4.3.3 |
csharp | 2.cs | 421ms | 6.2ms | 34.8MB | 383ms | 10ms | dotnet 8.0.101 |
haxe | 1.hx | 454ms | 3.0ms | 5.8MB | 437ms | 3ms | haxe/hl/jit 1.14.0 |
dart | 2.dart | 483ms | 4.1ms | 8.8MB | 467ms | 0ms | dart/exe 3.2.6 |
d | 1.d | 508ms | 1.6ms | 7.8MB | 497ms | 10ms | dmd 2.106.1 |
wasm | 1.rs | 534ms | 4.6ms | 53.3MB | 530ms | 17ms | node 18.19.0 |
ocaml | 1.ml | 540ms | 18ms | 6.4MB | 527ms | 0ms | ocaml 5.1.1 |
odin | 1.odin | 701ms | 1.0ms | 1.8MB | 687ms | 0ms | odin 2024 |
typescript | 2.ts | 719ms | 8.2ms | 72.2MB | 720ms | 13ms | deno 1.40.2 |
v | 1.v | 757ms | 3.5ms | 1.3MB | 750ms | 0ms | v/clang 0.4.4 |
v | 1.v | 769ms | 3.9ms | 2.3MB | 757ms | 0ms | v/clang+gc 0.4.4 |
ruby | 1.rb | 860ms | 11ms | 28.6MB | 823ms | 20ms | ruby/yjit 3.3.0 |
javascript | 2.js | 865ms | 1.6ms | 64.0MB | 853ms | 17ms | node 21.6.1 |
kotlin | 2.kt | 911ms | 18ms | 7.8MB | 1313ms | 50ms | kotlin/native 1.8.21 |
javascript | 1.js | 1155ms | 11ms | 183.2MB | 1197ms | 37ms | bun 1.0.25 |
ruby | 1.rb | 1229ms | 22ms | 408.0MB | 1667ms | 170ms | truffleruby 23.1.2 |
ruby | 1.rb | 1440ms | 9.3ms | 28.3MB | 1403ms | 23ms | ruby 3.3.0 |
javascript | 1.js | 1478ms | 1.9ms | 61.5MB | 1457ms | 20ms | node 21.6.1 |
javascript | 2.js | 1497ms | 2.9ms | 124.5MB | 1530ms | 20ms | bun 1.0.25 |
typescript | 1.ts | 1515ms | 8.0ms | 69.7MB | 1503ms | 13ms | deno 1.40.2 |
kotlin | 1.kt | 1534ms | 5.9ms | 7.8MB | 1860ms | 30ms | kotlin/native 1.8.21 |
dart | 1.dart | 1698ms | 2.4ms | 8.9MB | 1687ms | 3ms | dart/exe 3.2.6 |
python | 1.py | 2192ms | 83ms | 8.9MB | 2180ms | 0ms | pyston 3.8.12 |
python | 2.py | 2556ms | 13ms | 8.5MB | 2547ms | 0ms | pyston 3.8.12 |
csharp | 1.cs | 3057ms | 18ms | 17.1MB | 3037ms | 17ms | dotnet/aot 8.0.101 |
python | 1.py | 3250ms | 26ms | 9.9MB | 3233ms | 0ms | cpython 3.12.1 |
python | 2.py | 3744ms | 9.6ms | 9.5MB | 3733ms | 0ms | cpython 3.12.1 |
csharp | 1.cs | 3997ms | 26ms | 422.9MB | 3770ms | 203ms | dotnet 8.0.101 |
csharp | 1.cs | timeout | 0.0ms | 46.4MB | 4930ms | 60ms | mono 6.12.0 |
nim | 1.nim | timeout | 0.0ms | 1.5MB | 4990ms | 0ms | nim/clang 2.0.2 |
nim | 1.nim | timeout | 0.0ms | 1.3MB | 4990ms | 0ms | nim 2.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 17ms | 1.4ms | 1.4MB | 10ms | 0ms | zig 0.12.0-dev.2341+92211135f |
crystal | 0-unsafe.cr | 20ms | 1.2ms | 3.1MB | 10ms | 0ms | crystal 1.11.2 |
rust | 0-unsafe.rs | 26ms | 0.3ms | 1.9MB | 17ms | 0ms | rustc 1.75.0 |
rust | 1.rs | 34ms | 0.5ms | 1.9MB | 30ms | 0ms | rustc 1.75.0 |
crystal | 1.cr | 35ms | 1.1ms | 3.1MB | 27ms | 0ms | crystal 1.11.2 |
nim | 2.nim | 48ms | 0.6ms | 1.5MB | 40ms | 0ms | nim/clang 2.0.2 |
nim | 2.nim | 49ms | 0.7ms | 1.3MB | 40ms | 0ms | nim 2.0.2 |
d | 1.d | 57ms | 1.4ms | 5.8MB | 50ms | 0ms | ldc2 1.36.0 |
csharp | 2.cs | 59ms | 0.4ms | 16.1MB | 55ms | 5ms | dotnet/aot 8.0.101 |
wasm | 1.rs | 62ms | 0.6ms | 18.8MB | 50ms | 0ms | wasmtime 17.0.0 |
go | 3.go | 63ms | 0.8ms | 3.1MB | 53ms | 0ms | go 1.21.6 |
haxe | 1.hx | 64ms | 1.6ms | 12.9MB | 50ms | 0ms | haxe/cpp 4.3.3 |
haxe | 1.hx | 67ms | 0.2ms | 5.0MB | 60ms | 0ms | haxe/hl/c 4.3.3 |
go | 3.go | 71ms | 5.8ms | 0.1MB | 63ms | 0ms | tinygo 0.30.0 |
haxe | 1.hx | 78ms | 1.9ms | 5.7MB | 67ms | 0ms | haxe/hl/jit 1.14.0 |
ocaml | 1.ml | 79ms | 1.6ms | 6.0MB | 70ms | 0ms | ocaml 5.1.1 |
dart | 2.dart | 80ms | 0.6ms | 9.0MB | 70ms | 0ms | dart/exe 3.2.6 |
d | 1.d | 81ms | 0.6ms | 7.8MB | 77ms | 0ms | dmd 2.106.1 |
v | 1.v | 91ms | 0.5ms | 1.3MB | 80ms | 0ms | v/clang 0.4.4 |
csharp | 2.cs | 96ms | 0.3ms | 25.4MB | 83ms | 3ms | mono 6.12.0 |
v | 1.v | 100ms | 2.0ms | 2.1MB | 90ms | 0ms | v/clang+gc 0.4.4 |
odin | 1.odin | 111ms | 1.3ms | 1.6MB | 100ms | 0ms | odin 2024 |
python | 2.py | 113ms | 4.7ms | 56.5MB | 87ms | 10ms | pypy 3.10.13 |
dart | 1.dart | 118ms | 1.5ms | 8.5MB | 107ms | 3ms | dart/exe 3.2.6 |
wasm | 1.rs | 120ms | 1.4ms | 52.2MB | 110ms | 17ms | node 18.19.0 |
python | 1.py | 122ms | 0.4ms | 57.5MB | 93ms | 10ms | pypy 3.10.13 |
kotlin | 2.kt | 141ms | 2.9ms | 5.8MB | 193ms | 3ms | kotlin/native 1.8.21 |
typescript | 2.ts | 142ms | 0.4ms | 61.9MB | 133ms | 10ms | deno 1.40.2 |
kotlin | 1-m.kt | 143ms | 4.2ms | 90.6MB | 260ms | 37ms | kotlin/jvm 21 |
kotlin | 2-m.kt | 158ms | 11ms | 95.6MB | 307ms | 40ms | kotlin/jvm 21 |
typescript | 1.ts | 163ms | 0.4ms | 60.1MB | 150ms | 10ms | deno 1.40.2 |
javascript | 1.js | 165ms | 2.5ms | 51.9MB | 153ms | 10ms | node 21.6.1 |
javascript | 2.js | 169ms | 0.2ms | 50.3MB | 167ms | 3ms | node 21.6.1 |
kotlin | 1.kt | 180ms | 1.3ms | 5.8MB | 237ms | 0ms | kotlin/native 1.8.21 |
csharp | 2.cs | 195ms | 1.6ms | 32.5MB | 147ms | 13ms | dotnet 8.0.101 |
ruby | 1.rb | 202ms | 0.6ms | 28.6MB | 177ms | 13ms | ruby/yjit 3.3.0 |
javascript | 1.js | 205ms | 3.0ms | 134.6MB | 207ms | 23ms | bun 1.0.25 |
javascript | 2.js | 285ms | 1.8ms | 122.3MB | 320ms | 7ms | bun 1.0.25 |
ruby | 1.rb | 299ms | 2.9ms | 28.3MB | 270ms | 17ms | ruby 3.3.0 |
python | 1.py | 349ms | 6.2ms | 8.5MB | 337ms | 0ms | pyston 3.8.12 |
python | 2.py | 391ms | 3.9ms | 8.1MB | 380ms | 0ms | pyston 3.8.12 |
ruby | 1-m.rb | 526ms | 34ms | 355.4MB | 967ms | 143ms | truffleruby 23.1.2 |
python | 1.py | 528ms | 10ms | 9.5MB | 517ms | 0ms | cpython 3.12.1 |
nim | 1.nim | 536ms | 10ms | 1.5MB | 523ms | 0ms | nim/clang 2.0.2 |
nim | 1.nim | 536ms | 8.6ms | 1.3MB | 523ms | 0ms | nim 2.0.2 |
python | 2.py | 616ms | 7.8ms | 9.3MB | 603ms | 0ms | cpython 3.12.1 |
csharp | 1.cs | 1709ms | 2.4ms | 16.9MB | 1707ms | 0ms | dotnet/aot 8.0.101 |
csharp | 1.cs | 1719ms | 9.1ms | 86.6MB | 1663ms | 33ms | dotnet 8.0.101 |
csharp | 1.cs | 1812ms | 7.4ms | 29.2MB | 1793ms | 3ms | mono 6.12.0 |