Current benchmark data was generated on Tue Mar 25 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 | 283ms | 4.4ms | 40.1MB | 270ms | 0ms | zig 0.14.0 |
c | 1.c | 292ms | 7.4ms | 41.0MB | 277ms | 0ms | gcc 14.2.0 |
go | 1.go | 298ms | 11ms | 39.8MB | 287ms | 0ms | tinygo 0.37.0 |
crystal | 2.cr | 301ms | 3.6ms | 8.1MB | 290ms | 0ms | crystal 1.15.1 |
odin | 1.odin | 304ms | 6.4ms | 40.5MB | 283ms | 3ms | odin 2024 |
rust | 2.rs | 317ms | 3.9ms | 6.7MB | 307ms | 0ms | rustc 1.85.1 |
go | 1.go | 319ms | 10ms | 71.7MB | 300ms | 3ms | go 1.24.1 |
nim | 1.nim | 320ms | 5.6ms | 41.8MB | 307ms | 0ms | nim/clang 2.2.2 |
rust | 1.rs | 323ms | 1.8ms | 40.9MB | 303ms | 0ms | rustc 1.85.1 |
c | 1.c | 327ms | 8.1ms | 40.2MB | 310ms | 0ms | zigcc 0.14.0 |
d | 1.d | 330ms | 2.6ms | 43.1MB | 317ms | 3ms | ldc2 1.40.1 |
nim | 1.nim | 330ms | 8.4ms | 41.5MB | 317ms | 0ms | nim 2.2.2 |
zig | 2.zig | 331ms | 3.8ms | 6.0MB | 320ms | 0ms | zig 0.14.0 |
v | 1.v | 332ms | 8.5ms | 41.1MB | 317ms | 0ms | v/clang+gc 0.4.10 |
v | 2.v | 334ms | 2.0ms | 6.9MB | 323ms | 0ms | v/clang+gc 0.4.10 |
v | 2.v | 334ms | 5.6ms | 6.1MB | 323ms | 0ms | v/clang 0.4.10 |
c | 1.c | 337ms | 20ms | 40.8MB | 317ms | 0ms | clang 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 350ms | 3.6ms | 78.7MB | 327ms | 10ms | dotnet/aot 9.0.202 |
d | 1.d | 369ms | 6.5ms | 77.3MB | 353ms | 7ms | dmd 2.110.0 |
csharp | 1.cs | 399ms | 20ms | 96.2MB | 373ms | 17ms | dotnet 9.0.202 |
wasm | 2.rs | 400ms | 1.6ms | 22.0MB | 387ms | 0ms | wasmtime 31.0.0 |
v | 1.v | 400ms | 3.8ms | 40.2MB | 380ms | 0ms | v/clang 0.4.10 |
csharp | 2.cs | 401ms | 3.8ms | 35.7MB | 380ms | 10ms | dotnet 9.0.202 |
java | 1.java | 414ms | 8.0ms | 115.1MB | 463ms | 23ms | openjdk 21 |
java | 1.java | 417ms | 11ms | 118.0MB | 453ms | 27ms | openjdk 23 |
csharp | 2.cs | 425ms | 3.0ms | 17.4MB | 413ms | 0ms | dotnet/aot 9.0.202 |
go | 2.go | 429ms | 0.7ms | 20.3MB | 420ms | 0ms | tinygo 0.37.0 |
crystal | 1.cr | 440ms | 6.5ms | 42.3MB | 430ms | 0ms | crystal 1.15.1 |
codon | 1-m.py | 461ms | 8.3ms | 47.7MB | 763ms | 0ms | codon 0.18.2 |
cpp | 1.cpp | 485ms | 2.1ms | 7.3MB | 477ms | 0ms | g++ 11.4.0 |
wasm | 1.rs | 520ms | 6.4ms | 56.1MB | 507ms | 3ms | wasmtime 31.0.0 |
cpp | 1.cpp | 531ms | 3.5ms | 7.8MB | 523ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 564ms | 2.7ms | 83.9MB | 543ms | 10ms | mono 6.12.0 |
java | 1.java | 598ms | 4.7ms | 112.6MB | 497ms | 167ms | openjdk/zgc 21 |
java | 1-m.java | 645ms | 4.3ms | 256.4MB | 920ms | 83ms | graal/jvm 17.0.8 |
odin | 2.odin | 699ms | 41ms | 6.5MB | 690ms | 0ms | odin 2024 |
go | 2.go | 746ms | 4.0ms | 21.5MB | 733ms | 3ms | go 1.24.1 |
java | 2.java | 783ms | 3.4ms | 57.0MB | 837ms | 23ms | openjdk 21 |
java | 2.java | 785ms | 6.3ms | 60.3MB | 833ms | 23ms | openjdk 23 |
d | 2.d | 843ms | 1.5ms | 46.9MB | 823ms | 0ms | ldc2 1.40.1 |
java | 2.java | 856ms | 3.3ms | 53.4MB | 780ms | 150ms | openjdk/zgc 21 |
ocaml | 1.ml | 1019ms | 4.4ms | 544.4MB | 960ms | 43ms | ocaml 5.3.0 |
d | 2.d | 1168ms | 2.1ms | 48.7MB | 1150ms | 10ms | dmd 2.110.0 |
java | 2-m.java | 1326ms | 70ms | 214.5MB | 2320ms | 103ms | graal/jvm 17.0.8 |
codon | 2.py | 1572ms | 19ms | 100.8MB | 1877ms | 27ms | codon 0.18.2 |
csharp | 2.cs | 1867ms | 2.9ms | 29.4MB | 1850ms | 0ms | mono 6.12.0 |
ocaml | 2.ml | 1896ms | 11ms | 17.2MB | 1883ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2644ms | 5.0ms | 369.5MB | 2577ms | 57ms | pypy 3.10.16 |
python | 2.py | 3165ms | 30ms | 633.0MB | 2990ms | 157ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 561.0MB | 6737ms | 120ms | actonc 0.24.1 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4960ms | 30ms | cpython 3.13.2 |
python | 2.py | timeout | 0.0ms | 633.6MB | 4830ms | 153ms | cpython 3.13.2 |
python | 2.py | timeout | 0.0ms | 959.7MB | 4717ms | 270ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 320.4MB | 4933ms | 50ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 325.4MB | 4847ms | 137ms | ruby 3.4.2 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4840ms | 143ms | ruby/yjit 3.4.2 |
ruby | 1.rb | timeout | 0.0ms | 707.0MB | 5073ms | 153ms | truffleruby 24.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 53ms | 4.6ms | 11.8MB | 43ms | 0ms | gcc 14.2.0 |
go | 1.go | 54ms | 3.4ms | 10.1MB | 43ms | 0ms | tinygo 0.37.0 |
c | 1.c | 55ms | 2.0ms | 11.6MB | 43ms | 0ms | clang 14.0.0-1ubuntu1.1 |
nim | 1.nim | 56ms | 4.0ms | 11.5MB | 47ms | 0ms | nim 2.2.2 |
zig | 1.zig | 56ms | 2.5ms | 10.8MB | 47ms | 0ms | zig 0.14.0 |
odin | 1.odin | 57ms | 4.4ms | 11.4MB | 47ms | 0ms | odin 2024 |
go | 1.go | 59ms | 3.4ms | 21.7MB | 50ms | 0ms | go 1.24.1 |
nim | 1.nim | 59ms | 4.5ms | 11.8MB | 50ms | 0ms | nim/clang 2.2.2 |
c | 1.c | 60ms | 1.3ms | 11.0MB | 50ms | 0ms | zigcc 0.14.0 |
rust | 1.rs | 61ms | 2.9ms | 11.6MB | 50ms | 0ms | rustc 1.85.1 |
v | 1.v | 63ms | 4.4ms | 11.0MB | 53ms | 0ms | v/clang 0.4.10 |
d | 1.d | 64ms | 1.5ms | 15.0MB | 57ms | 0ms | ldc2 1.40.1 |
v | 1.v | 67ms | 1.4ms | 11.7MB | 60ms | 0ms | v/clang+gc 0.4.10 |
csharp | 1.cs | 69ms | 1.7ms | 24.8MB | 50ms | 0ms | dotnet/aot 9.0.202 |
crystal | 2.cr | 77ms | 2.1ms | 4.4MB | 67ms | 0ms | crystal 1.15.1 |
d | 1.d | 77ms | 3.4ms | 27.2MB | 67ms | 0ms | dmd 2.110.0 |
rust | 2.rs | 79ms | 2.3ms | 2.9MB | 70ms | 0ms | rustc 1.85.1 |
zig | 2.zig | 81ms | 0.9ms | 2.3MB | 70ms | 0ms | zig 0.14.0 |
v | 2.v | 82ms | 0.6ms | 2.4MB | 70ms | 0ms | v/clang 0.4.10 |
v | 2.v | 83ms | 1.3ms | 3.1MB | 73ms | 0ms | v/clang+gc 0.4.10 |
crystal | 1.cr | 91ms | 3.7ms | 13.0MB | 80ms | 0ms | crystal 1.15.1 |
wasm | 1.rs | 96ms | 1.4ms | 27.0MB | 80ms | 0ms | wasmtime 31.0.0 |
wasm | 2.rs | 101ms | 0.5ms | 18.4MB | 90ms | 0ms | wasmtime 31.0.0 |
csharp | 1.cs | 107ms | 5.9ms | 42.4MB | 87ms | 10ms | dotnet 9.0.202 |
go | 2.go | 108ms | 0.7ms | 4.9MB | 100ms | 0ms | tinygo 0.37.0 |
csharp | 2.cs | 112ms | 3.0ms | 11.8MB | 97ms | 0ms | dotnet/aot 9.0.202 |
cpp | 1.cpp | 119ms | 0.4ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
codon | 1-m.py | 125ms | 0.2ms | 18.6MB | 430ms | 0ms | codon 0.18.2 |
csharp | 2.cs | 131ms | 2.0ms | 29.9MB | 110ms | 13ms | dotnet 9.0.202 |
cpp | 1.cpp | 133ms | 1.4ms | 4.1MB | 123ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
csharp | 1.cs | 143ms | 0.4ms | 38.5MB | 130ms | 0ms | mono 6.12.0 |
java | 1.java | 158ms | 11ms | 68.1MB | 193ms | 30ms | openjdk 23 |
java | 1.java | 159ms | 1.7ms | 64.7MB | 210ms | 20ms | openjdk 21 |
odin | 2.odin | 178ms | 10ms | 4.1MB | 167ms | 0ms | odin 2024 |
go | 2.go | 184ms | 1.0ms | 6.1MB | 173ms | 0ms | go 1.24.1 |
ocaml | 1.ml | 197ms | 0.6ms | 128.8MB | 173ms | 10ms | ocaml 5.3.0 |
d | 2.d | 209ms | 2.5ms | 17.1MB | 200ms | 0ms | ldc2 1.40.1 |
java | 1-m.java | 209ms | 17ms | 124.7MB | 293ms | 43ms | graal/jvm 17.0.8 |
java | 2.java | 261ms | 1.6ms | 50.5MB | 313ms | 17ms | openjdk 23 |
java | 2.java | 261ms | 1.8ms | 49.9MB | 320ms | 20ms | openjdk 21 |
java | 1.java | 292ms | 2.3ms | 61.4MB | 210ms | 157ms | openjdk/zgc 21 |
d | 2.d | 294ms | 1.0ms | 18.9MB | 280ms | 0ms | dmd 2.110.0 |
java | 2.java | 371ms | 7.0ms | 47.7MB | 307ms | 143ms | openjdk/zgc 21 |
codon | 2-m.py | 397ms | 1.3ms | 27.1MB | 707ms | 3ms | codon 0.18.2 |
ocaml | 2.ml | 469ms | 5.3ms | 9.1MB | 457ms | 0ms | ocaml 5.3.0 |
java | 2-m.java | 474ms | 3.4ms | 194.3MB | 833ms | 70ms | graal/jvm 17.0.8 |
csharp | 2.cs | 486ms | 4.3ms | 23.1MB | 470ms | 0ms | mono 6.12.0 |
python | 1.py | 554ms | 4.7ms | 135.2MB | 517ms | 23ms | pypy 3.10.16 |
python | 2.py | 754ms | 4.9ms | 164.2MB | 710ms | 27ms | pyston 3.8.12 |
python | 1.py | 1144ms | 17ms | 86.0MB | 1117ms | 10ms | pyston 3.8.12 |
python | 2.py | 1460ms | 5.5ms | 164.8MB | 1417ms | 30ms | cpython 3.13.2 |
python | 2.py | 1589ms | 53ms | 290.2MB | 1500ms | 77ms | pypy 3.10.16 |
ruby | 1-m.rb | 1762ms | 23ms | 498.0MB | 2533ms | 183ms | truffleruby 24.2.0 |
acton | 1.act | 2404ms | 16ms | 192.3MB | 2937ms | 40ms | actonc 0.24.1 |
python | 1.py | 2736ms | 37ms | 86.8MB | 2710ms | 10ms | cpython 3.13.2 |
ruby | 1.rb | 3732ms | 397ms | 131.8MB | 3640ms | 77ms | ruby/yjit 3.4.2 |
ruby | 1.rb | 4536ms | 21ms | 131.1MB | 4440ms | 80ms | ruby 3.4.2 |