Current benchmark data was generated on Mon May 19 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 |
---|---|---|---|---|---|---|---|
zig | 1.zig | 259ms | 2.9ms | 40.2MB | 243ms | 0ms | zig 0.14.0 |
nim | 1.nim | 267ms | 0.8ms | 41.5MB | 253ms | 0ms | nim 2.2.4 |
odin | 1.odin | 273ms | 6.3ms | 40.6MB | 257ms | 0ms | odin 2024 |
c | 1.c | 282ms | 11ms | 40.9MB | 263ms | 0ms | gcc 15.1.0 |
v | 1.v | 297ms | 4.2ms | 60.6MB | 283ms | 0ms | v/clang+gc 0.4.10 |
v | 1.v | 297ms | 4.5ms | 40.3MB | 280ms | 0ms | v/clang 0.4.10 |
rust | 2.rs | 301ms | 0.2ms | 6.6MB | 290ms | 0ms | rustc 1.87.0 |
go | 1.go | 301ms | 21ms | 39.5MB | 287ms | 0ms | tinygo 0.37.0 |
c | 1.c | 303ms | 3.8ms | 40.8MB | 287ms | 0ms | clang 14.0.0-1ubuntu1.1 |
go | 1.go | 307ms | 11ms | 71.6MB | 293ms | 0ms | go 1.24.3 |
c | 1.c | 307ms | 13ms | 40.3MB | 290ms | 0ms | zigcc 0.14.0 |
nim | 1.nim | 314ms | 3.5ms | 41.8MB | 303ms | 0ms | nim/clang 2.2.4 |
d | 1.d | 321ms | 12ms | 45.7MB | 303ms | 3ms | ldc2 1.40.1 |
csharp | 1.cs | 325ms | 6.5ms | 78.7MB | 307ms | 3ms | dotnet/aot 9.0.300 |
v | 2.v | 328ms | 0.5ms | 6.9MB | 320ms | 0ms | v/clang+gc 0.4.10 |
zig | 2.zig | 330ms | 0.5ms | 6.0MB | 320ms | 0ms | zig 0.14.0 |
rust | 1.rs | 331ms | 4.3ms | 40.9MB | 317ms | 0ms | rustc 1.87.0 |
v | 2.v | 332ms | 1.3ms | 6.1MB | 320ms | 0ms | v/clang 0.4.10 |
crystal | 2.cr | 347ms | 2.0ms | 8.2MB | 340ms | 0ms | crystal 1.16.3 |
d | 1.d | 359ms | 12ms | 79.2MB | 347ms | 0ms | dmd 2.111.0 |
csharp | 1.cs | 361ms | 8.4ms | 96.1MB | 333ms | 13ms | dotnet 9.0.300 |
wasm | 2.rs | 368ms | 9.3ms | 22.8MB | 357ms | 0ms | wasmtime 32.0.0 |
csharp | 2.cs | 394ms | 2.3ms | 17.5MB | 377ms | 0ms | dotnet/aot 9.0.300 |
csharp | 2.cs | 399ms | 6.4ms | 35.4MB | 380ms | 7ms | dotnet 9.0.300 |
java | 1.java | 410ms | 3.5ms | 115.8MB | 463ms | 27ms | openjdk 21 |
java | 1.java | 424ms | 3.9ms | 118.5MB | 467ms | 27ms | openjdk 23 |
go | 2.go | 427ms | 3.7ms | 20.4MB | 413ms | 0ms | tinygo 0.37.0 |
crystal | 1.cr | 445ms | 17ms | 42.9MB | 430ms | 0ms | crystal 1.16.3 |
codon | 1-m.py | 455ms | 9.2ms | 47.7MB | 757ms | 0ms | codon 0.18.2 |
wasm | 1.rs | 476ms | 1.3ms | 56.7MB | 460ms | 0ms | wasmtime 32.0.0 |
cpp | 1.cpp | 494ms | 10ms | 7.3MB | 483ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 529ms | 1.4ms | 7.7MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 560ms | 6.0ms | 82.0MB | 540ms | 10ms | mono 6.12.0 |
java | 1.java | 587ms | 6.0ms | 112.8MB | 493ms | 163ms | openjdk/zgc 21 |
java | 1-m.java | 644ms | 25ms | 236.7MB | 933ms | 77ms | graal/jvm 17.0.8 |
odin | 2.odin | 699ms | 33ms | 6.5MB | 690ms | 0ms | odin 2024 |
go | 2.go | 746ms | 1.8ms | 21.7MB | 733ms | 10ms | go 1.24.3 |
java | 2.java | 782ms | 3.1ms | 56.9MB | 837ms | 17ms | openjdk 21 |
java | 2.java | 786ms | 9.6ms | 60.5MB | 840ms | 20ms | openjdk 23 |
java | 2.java | 847ms | 3.9ms | 53.2MB | 777ms | 143ms | openjdk/zgc 21 |
d | 2.d | 849ms | 1.3ms | 47.5MB | 830ms | 10ms | ldc2 1.40.1 |
ocaml | 1.ml | 940ms | 9.1ms | 541.2MB | 883ms | 43ms | ocaml 5.3.0 |
d | 2.d | 1178ms | 13ms | 51.8MB | 1160ms | 10ms | dmd 2.111.0 |
java | 2-m.java | 1339ms | 8.3ms | 234.5MB | 2410ms | 100ms | graal/jvm 17.0.8 |
codon | 2.py | 1561ms | 6.3ms | 100.8MB | 1870ms | 23ms | codon 0.18.2 |
ocaml | 2.ml | 1904ms | 37ms | 19.0MB | 1893ms | 0ms | ocaml 5.3.0 |
csharp | 2.cs | 1908ms | 73ms | 29.5MB | 1887ms | 3ms | mono 6.12.0 |
python | 1.py | 2512ms | 35ms | 369.6MB | 2440ms | 57ms | pypy 3.10.16 |
python | 2.py | 2965ms | 38ms | 632.9MB | 2797ms | 153ms | pyston 3.8.12 |
python | 1.py | 4719ms | 55ms | 320.4MB | 4660ms | 47ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 560.9MB | 6627ms | 93ms | actonc 0.25.0 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4957ms | 30ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4843ms | 143ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4710ms | 280ms | pypy 3.10.16 |
ruby | 1.rb | timeout | 0.0ms | 325.3MB | 4857ms | 133ms | ruby 3.4.4 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4853ms | 130ms | ruby/yjit 3.4.4 |
ruby | 1.rb | timeout | 0.0ms | 732.0MB | 5073ms | 150ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 51ms | 2.6ms | 10.9MB | 40ms | 0ms | zig 0.14.0 |
nim | 1.nim | 51ms | 1.1ms | 11.6MB | 40ms | 0ms | nim 2.2.4 |
c | 1.c | 52ms | 2.8ms | 11.8MB | 40ms | 0ms | gcc 15.1.0 |
c | 1.c | 53ms | 2.1ms | 11.7MB | 40ms | 0ms | clang 14.0.0-1ubuntu1.1 |
go | 1.go | 53ms | 2.6ms | 10.1MB | 43ms | 0ms | tinygo 0.37.0 |
odin | 1.odin | 54ms | 0.5ms | 11.3MB | 43ms | 0ms | odin 2024 |
c | 1.c | 58ms | 3.4ms | 11.0MB | 47ms | 0ms | zigcc 0.14.0 |
v | 1.v | 58ms | 1.3ms | 11.9MB | 50ms | 0ms | v/clang+gc 0.4.10 |
go | 1.go | 58ms | 1.1ms | 21.6MB | 50ms | 0ms | go 1.24.3 |
v | 1.v | 58ms | 3.1ms | 11.0MB | 50ms | 0ms | v/clang 0.4.10 |
d | 1.d | 62ms | 2.0ms | 15.7MB | 50ms | 0ms | ldc2 1.40.1 |
csharp | 1.cs | 63ms | 0.6ms | 24.8MB | 47ms | 0ms | dotnet/aot 9.0.300 |
nim | 1.nim | 63ms | 1.6ms | 11.8MB | 53ms | 0ms | nim/clang 2.2.4 |
rust | 1.rs | 67ms | 0.1ms | 11.6MB | 57ms | 0ms | rustc 1.87.0 |
d | 1.d | 75ms | 1.6ms | 25.5MB | 63ms | 0ms | dmd 2.111.0 |
rust | 2.rs | 77ms | 2.0ms | 2.9MB | 70ms | 0ms | rustc 1.87.0 |
zig | 2.zig | 81ms | 0.8ms | 2.3MB | 70ms | 0ms | zig 0.14.0 |
v | 2.v | 82ms | 0.8ms | 3.1MB | 70ms | 0ms | v/clang+gc 0.4.10 |
v | 2.v | 82ms | 1.9ms | 2.4MB | 73ms | 0ms | v/clang 0.4.10 |
crystal | 2.cr | 88ms | 2.0ms | 4.4MB | 80ms | 0ms | crystal 1.16.3 |
crystal | 1.cr | 91ms | 3.3ms | 13.2MB | 83ms | 0ms | crystal 1.16.3 |
wasm | 1.rs | 96ms | 3.0ms | 27.5MB | 83ms | 0ms | wasmtime 32.0.0 |
wasm | 2.rs | 97ms | 2.1ms | 18.9MB | 83ms | 0ms | wasmtime 32.0.0 |
csharp | 1.cs | 99ms | 2.3ms | 42.3MB | 77ms | 7ms | dotnet 9.0.300 |
csharp | 2.cs | 102ms | 1.9ms | 11.9MB | 90ms | 0ms | dotnet/aot 9.0.300 |
go | 2.go | 109ms | 1.9ms | 4.9MB | 100ms | 0ms | tinygo 0.37.0 |
cpp | 1.cpp | 121ms | 1.4ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
codon | 1-m.py | 126ms | 3.4ms | 18.4MB | 433ms | 0ms | codon 0.18.2 |
csharp | 2.cs | 129ms | 0.7ms | 29.9MB | 113ms | 7ms | dotnet 9.0.300 |
cpp | 1.cpp | 132ms | 0.8ms | 4.1MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 144ms | 1.4ms | 36.4MB | 130ms | 3ms | mono 6.12.0 |
java | 1.java | 155ms | 2.3ms | 68.1MB | 200ms | 23ms | openjdk 23 |
java | 1.java | 158ms | 3.5ms | 64.7MB | 210ms | 20ms | openjdk 21 |
ocaml | 1.ml | 178ms | 1.2ms | 142.2MB | 157ms | 10ms | ocaml 5.3.0 |
odin | 2.odin | 180ms | 9.5ms | 2.8MB | 173ms | 0ms | odin 2024 |
go | 2.go | 181ms | 2.1ms | 5.8MB | 170ms | 0ms | go 1.24.3 |
d | 2.d | 210ms | 2.6ms | 17.6MB | 197ms | 0ms | ldc2 1.40.1 |
java | 1-m.java | 210ms | 6.9ms | 124.8MB | 297ms | 47ms | graal/jvm 17.0.8 |
java | 2.java | 262ms | 3.1ms | 50.5MB | 310ms | 23ms | openjdk 23 |
java | 2.java | 263ms | 1.2ms | 50.0MB | 327ms | 20ms | openjdk 21 |
java | 1.java | 286ms | 4.1ms | 61.5MB | 203ms | 150ms | openjdk/zgc 21 |
d | 2.d | 292ms | 1.6ms | 19.6MB | 277ms | 0ms | dmd 2.111.0 |
java | 2.java | 370ms | 2.8ms | 47.7MB | 303ms | 147ms | openjdk/zgc 21 |
codon | 2-m.py | 398ms | 2.8ms | 27.2MB | 707ms | 10ms | codon 0.18.2 |
java | 2-m.java | 470ms | 6.2ms | 199.2MB | 830ms | 63ms | graal/jvm 17.0.8 |
ocaml | 2.ml | 471ms | 3.6ms | 9.1MB | 460ms | 0ms | ocaml 5.3.0 |
csharp | 2.cs | 494ms | 11ms | 21.5MB | 480ms | 0ms | mono 6.12.0 |
python | 1.py | 526ms | 2.9ms | 135.2MB | 490ms | 23ms | pypy 3.10.16 |
python | 2.py | 713ms | 3.4ms | 164.2MB | 670ms | 30ms | pyston 3.8.12 |
python | 1.py | 1069ms | 35ms | 86.0MB | 1047ms | 10ms | pyston 3.8.12 |
python | 2.py | 1424ms | 21ms | 165.0MB | 1380ms | 30ms | cpython 3.13.3 |
python | 2.py | 1518ms | 19ms | 290.3MB | 1427ms | 77ms | pypy 3.10.16 |
ruby | 1-m.rb | 1691ms | 6.2ms | 486.6MB | 2437ms | 163ms | truffleruby 24.2.1 |
acton | 1.act | 2461ms | 15ms | 192.4MB | 2957ms | 57ms | actonc 0.25.0 |
python | 1.py | 2702ms | 14ms | 86.9MB | 2680ms | 10ms | cpython 3.13.3 |
ruby | 1.rb | 3458ms | 150ms | 131.6MB | 3363ms | 80ms | ruby/yjit 3.4.4 |
ruby | 1.rb | 4471ms | 23ms | 131.1MB | 4383ms | 73ms | ruby 3.4.4 |