Programming Language and compiler
Benchmarks

All fasta problem benchmarks

Current benchmark data was generated on Mon Dec 30 2024, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] AMD EPYC 7763 64-Core Processor (Model 1)

* -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.)

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 87ms 0.7ms 1.1MB 80ms 0ms zig 0.13.0
rust 5c-m.rs 89ms 1.0ms 8.3MB 247ms 0ms rustc 1.83.0
rust 5-m.rs 98ms 1.1ms 4.8MB 323ms 3ms rustc 1.83.0
chapel 5-m.chpl 112ms 0.8ms 32.4MB 197ms 0ms chpl 1.31.0
go 3-m.go 127ms 0.6ms 5.4MB 400ms 0ms go 1.23.4
csharp 5-m.cs 128ms 5.1ms 32.6MB 353ms 83ms dotnet/aot 9.0.101
swift 3-m.swift 138ms 0.6ms 24.8MB 380ms 10ms swift 6.0.3
rust 1c.rs 162ms 0.9ms 1.9MB 150ms 0ms rustc 1.83.0
nim 2.nim 184ms 1.6ms 1.5MB 170ms 0ms nim 2.2.0
rust 1.rs 196ms 0.6ms 1.9MB 180ms 0ms rustc 1.83.0
d 1.d 196ms 2.2ms 49.3MB 180ms 3ms ldc2 1.40.0
csharp 5-m.cs 200ms 2.9ms 49.2MB 467ms 120ms dotnet 9.0.101
wasm 1.rs 234ms 1.6ms 19.0MB 220ms 0ms wasmtime 28.0.0
nim 2.nim 239ms 0.6ms 1.8MB 227ms 0ms nim/clang 2.2.0
csharp 5-m.cs 254ms 11ms 60.7MB 697ms 107ms mono 6.12.0
ocaml 6.ml 346ms 0.8ms 24.8MB 333ms 0ms ocaml 5.2.1
dart 1.dart 360ms 1.4ms 8.6MB 347ms 0ms dart/exe 3.6.0
java 4.java 451ms 5.2ms 47.6MB 530ms 20ms openjdk 21
java 4.java 454ms 3.6ms 49.0MB 547ms 10ms openjdk 23
java 4-m.java 463ms 14ms 105.1MB 660ms 40ms graal/jvm 17.0.8
v 1.v 500ms 1.4ms 1.3MB 483ms 0ms v/clang 0.4.9
v 1.v 538ms 4.2ms 2.1MB 523ms 0ms v/clang+gc 0.4.9
crystal 2.cr 543ms 3.5ms 3.4MB 413ms 110ms crystal 1.14.0
java 4.java 563ms 2.0ms 46.9MB 530ms 133ms openjdk/zgc 21
nim 1.nim 572ms 3.7ms 1.8MB 443ms 117ms nim/clang 2.2.0
nim 1.nim 597ms 1.9ms 1.5MB 467ms 117ms nim 2.2.0
d 1.d 624ms 2.2ms 49.0MB 600ms 13ms dmd 2.109.1
crystal 1.cr 731ms 4.9ms 14.7MB 607ms 107ms crystal 1.14.0
python 1.py 1896ms 11ms 88.3MB 1847ms 33ms pypy 3.10.14
ruby 6.rb 2042ms 9.8ms 23.1MB 2013ms 10ms ruby/yjit 3.4.1
ruby 6-m.rb 2044ms 111ms 402.5MB 5243ms 363ms truffleruby 24.1.1
typescript 1.ts 2125ms 34ms 59.6MB 1970ms 153ms deno 2.1.4
haxe 1.hx 2430ms 12ms 27.6MB 2263ms 247ms haxe/cpp 4.3.6
python 5-m.py 2474ms 26ms 12.5MB 3627ms 973ms pyston 3.8.12
python 5-m.py 2831ms 4.6ms 64.9MB 4040ms 807ms pypy 3.10.14
python 1.py 2999ms 24ms 8.1MB 2983ms 0ms pyston 3.8.12
python 5-m.py 3390ms 14ms 13.9MB 4597ms 887ms cpython 3.13.1
perl 1.pl 3601ms 9.2ms 10.9MB 3590ms 0ms perl 5.40.0
ruby 6.rb 3669ms 34ms 22.5MB 3643ms 10ms ruby 3.4.1
python 1.py 4550ms 39ms 8.6MB 4537ms 0ms cpython 3.13.1
haxe 1.hx timeout 0.0ms 5.2MB 4253ms 950ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 5.7MB 4350ms 877ms haxe/hl/jit 1.14.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 11ms 0.1ms 1.1MB 0ms 0ms zig 0.13.0
rust 5c-m.rs 16ms 0.5ms 4.8MB 20ms 0ms rustc 1.83.0
rust 5-m.rs 17ms 1.2ms 4.8MB 27ms 0ms rustc 1.83.0
go 3-m.go 18ms 0.3ms 5.5MB 37ms 0ms go 1.23.4
rust 1c.rs 19ms 0.3ms 1.9MB 10ms 0ms rustc 1.83.0
nim 2.nim 21ms 0.3ms 1.5MB 10ms 0ms nim 2.2.0
rust 1.rs 22ms 0.1ms 1.9MB 10ms 0ms rustc 1.83.0
d 1.d 24ms 0.8ms 10.5MB 13ms 0ms ldc2 1.40.0
nim 2.nim 25ms 0.1ms 1.8MB 13ms 0ms nim/clang 2.2.0
csharp 5-m.cs 27ms 1.0ms 25.2MB 37ms 17ms dotnet/aot 9.0.101
chapel 5.chpl 28ms 0.3ms 32.4MB 17ms 3ms chpl 1.31.0
wasm 1.rs 31ms 0.9ms 19.0MB 23ms 0ms wasmtime 28.0.0
swift 3.swift 36ms 0.1ms 18.1MB 33ms 0ms swift 6.0.3
ocaml 6.ml 38ms 0.1ms 7.3MB 27ms 0ms ocaml 5.2.1
dart 1.dart 43ms 1.1ms 8.6MB 30ms 0ms dart/exe 3.6.0
v 1.v 52ms 0.3ms 1.3MB 43ms 0ms v/clang 0.4.9
v 1.v 57ms 2.4ms 2.1MB 50ms 0ms v/clang+gc 0.4.9
crystal 2.cr 58ms 1.3ms 3.4MB 33ms 13ms crystal 1.14.0
nim 1.nim 62ms 3.4ms 1.8MB 40ms 10ms nim/clang 2.2.0
nim 1.nim 62ms 0.6ms 1.5MB 40ms 7ms nim 2.2.0
csharp 5-m.cs 64ms 4.7ms 46.9MB 83ms 20ms dotnet 9.0.101
d 1.d 66ms 0.7ms 12.1MB 57ms 0ms dmd 2.109.1
csharp 5-m.cs 72ms 4.0ms 42.9MB 103ms 23ms mono 6.12.0
crystal 1.cr 77ms 0.9ms 4.5MB 50ms 13ms crystal 1.14.0
java 4.java 125ms 0.4ms 46.8MB 163ms 17ms openjdk 21
java 4.java 125ms 0.6ms 47.6MB 173ms 10ms openjdk 23
java 4-m.java 132ms 11ms 97.1MB 180ms 37ms graal/jvm 17.0.8
java 4.java 238ms 8.8ms 43.8MB 153ms 140ms openjdk/zgc 21
typescript 1.ts 242ms 5.4ms 61.2MB 217ms 27ms deno 2.1.4
python 1.py 252ms 5.8ms 63.5MB 227ms 17ms pypy 3.10.14
ruby 6.rb 256ms 0.8ms 15.2MB 230ms 13ms ruby/yjit 3.4.1
haxe 1.hx 258ms 1.6ms 25.5MB 223ms 30ms haxe/cpp 4.3.6
python 1.py 310ms 1.9ms 8.1MB 297ms 0ms pyston 3.8.12
python 5-m.py 311ms 4.2ms 12.5MB 410ms 137ms pyston 3.8.12
perl 1.pl 376ms 1.7ms 6.8MB 360ms 0ms perl 5.40.0
python 5-m.py 397ms 2.8ms 13.8MB 483ms 127ms cpython 3.13.1
ruby 6.rb 419ms 6.7ms 14.5MB 400ms 7ms ruby 3.4.1
python 1.py 494ms 18ms 8.6MB 480ms 0ms cpython 3.13.1
python 5-m.py 539ms 0.3ms 65.0MB 810ms 283ms pypy 3.10.14
haxe 1.hx 651ms 2.0ms 5.4MB 543ms 123ms haxe/hl/c 4.3.6
haxe 1.hx 690ms 5.2ms 5.7MB 577ms 127ms haxe/hl/jit 1.14.0
ruby 6-m.rb 819ms 5.3ms 387.6MB 1987ms 200ms truffleruby 24.1.1