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Recursive Fibonacci Benchmark using top languages on Github

Top 10: JavaScript, Python, Java, TypeScript, C#, Php, C++, C, Shell, Ruby reference

Others: Go, Rust, Swift, Crystal, Pony, Ada, Pascal, Fortran, Kotlin, Clojure, Scala, Mono, R, Dart, Julia, D, Nim, Cython, Python3, PyPy, Ruby jit, OCaml, Lisp, Haskell, Erlang, Elixir, Escript, Dart, Scheme, Lua, Perl, Perl6, Bash, Emoji

The code performs a recursive fibonacci to the 47th position with the result of 2,971,215,073.

Fibonacci can be written many different ways. The goal of this project is to compare how each language handles the exact same code.

Here is the Ruby version:

def fib(n)
  return n if n <= 1
  fib(n - 1) + fib(n - 2)
end

puts fib(47)

Here is the Crystal version:

def fib(n)
  return n if n <= 1
  fib(n - 1) + fib(n - 2)
end

puts fib(47_u64)

Too keep a level playing field, only common "release" flags are used in the compilation step. This allows for compiler optimizations like inlining and constant propogation but removes anything considered dangerous i.e. bypassing out of bounds checks.

All tests are run on:

  • Hetzner CCX23 - 4 vCPU
  • Processor: Intel Xeon 3.1Ghz
  • Memory: 16 GiB
  • OS: Ubuntu 24.04
  • Docker Base Image: ubuntu:24.04

How to run them

You can run the tests using Docker: docker run -it drujensen/fib

By default, it will compile and run all languages 5 times. Totals are calculated by adding the average compile and run times.

To only run a subset of the languages, provide a list of extensions and optionally the count:

docker run -it drujensen/fib ./run.sh s,c,cpp,go,rs,swift 5

To run in the background using screen:

screen
docker run drujensen/fib > results.txt 2>&1
  • Detach from the session by pressing Ctrl+A followed by D.
  • You can reattach to the session later with:
screen -r

NOTE: Please see issues with benchmarks like this. Its original goal was to compare at a marco level how much faster Crystal is to Ruby. Any language faster than Assembly is performing unrolling type optimizations. Modern languages like Go, Swift and Crystal have bounds checking which have safety built-in, but also have a cost associated with runtime performance.

Results

Last benchmark was ran on December 05, 2024

Natively compiled, statically typed

Language Total Compile Time Run Time Ext
C 4.835 gcc -O3 -o fib fib.c 0.112 ./fib 4.723 c
C++ 4.888 g++ -O3 -o fib fib.cpp 0.139 ./fib 4.750 cpp
Fortran 6.334 gfortran -O3 -o fib fib.f03 0.130 ./fib 6.204 f03
Ada 6.811 gnat make -O3 -gnatp -o fib fib.adb 0.220 ./fib 6.591 adb
Rust 8.108 rustc -C opt-level=3 fib.rs 0.358 ./fib 7.750 rs
Odin 8.838 odin build fib.odin -file -0:speed 0.087 ./fib 8.751 odin
Mojo 8.947 mojo build fib.mojo 0.241 ./fib 8.706 mojo
V 9.168 v -prod -o fib fib.v 4.450 ./fib 4.718 v
Assembly 9.367 gcc -no-pie -O3 -o fib fib.s 0.025 ./fib 9.342 s
Pascal 10.460 fpc -O3 -Si ./fib.pas 0.041 ./fib 10.419 pas
Pony 11.106 ponyc -s -b fib -p ./fib.pony 0.879 ./fib 10.226 pony
OCaml 16.018 ocamlopt -O3 -o fib fib.ml 0.187 ./fib 15.831 ml
Zig 16.181 zig build-exe -OReleaseFast ./fib.zig 6.882 ./fib 9.299 zig
Haskell 18.095 rm ./fib.o && ghc -O3 -o fib fib.hs 0.001 ./fib 18.094 hs
D 18.193 dmd -release -of=fib fib.d 0.342 ./fib 17.851 d
Swift 18.801 swiftc -O fib.swift 1.411 ./fib 17.390 swift
Go 18.948 go build fib.go 1.107 ./fib 17.842 go
Crystal 20.525 crystal build --release fib.cr 3.106 ./fib 17.420 cr
Lisp 25.726 sbcl --load fib.lisp 0.979 ./fib 24.747 lisp
Dart Compiled 31.707 dart compile exe -o fib ./fib.dart 1.558 ./fib 30.149 dartc
Cobol 4380.728 cobc -x -O3 -o fib ./fib.cbl 0.133 ./fib 4380.596 cbl

VM compiled bytecode, statically typed

Language Total Compile Time Run Time Ext
C# 12.760 dotnet build -c Release -o ./bin 2.015 dotnet ./bin/fib.dll 10.744 cs
Java 13.040 javac Fib.java 0.733 java Fib 12.307 java
Scala 15.836 scalac Fib.scala 2.682 scala Fib 13.153 scala
Kotlin 16.286 kotlinc Fib.kt 4.074 java FibKt 12.212 kt
Erlang 28.378 erlc +native +'{hipe,[o3]}' fib.erl 0.402 erl -noinput -noshell -s fib 27.976 erl
Groovy 70.123 groovyc Fib.groovy 1.519 groovy Fib 68.604 groovy

VM compiled before execution, mixed/dynamically typed

Language Time Run Ext
Clojure 17.815 clojure -M fib.cljc cljc
Julia 18.000 julia -O3 fib.jl jl
Bun 21.312 bun fib.js bun
Dart 29.984 dart fib.dart dart
Node 34.736 node fib.js js
Elixir 35.243 ERL_COMPILER_OPTIONS='[native,{hipe, [o3]}]' elixir Fib.exs exs
Lua Jit 37.837 luajit fib.lua luajit
Python (PyPy) 54.078 pypy fib.py pypy
Ruby (jit) 81.454 ruby --jit fib.rb rbjit

Interpreted, dynamically typed

Language Time Run Ext
Escript 28.380 escript fib.es es
Scheme 102.887 guile fib.scm scm
Php 157.312 php fib.php php
Lua 203.702 lua fib.lua lua
Ruby 393.625 ruby fib.rb rb
Python 423.427 python fib.py py
Janet 479.663 janet ./fib.janet janet
Perl 1490.416 perl fib.pl pl
Raku 1672.015 rakudo fib.raku raku
Tcl 2230.883 tclsh fib.tcl tcl
R 2575.249 R -f fib.r r

Versions

All compilers are installed using apt or asdf on Ubuntu 24.04 docker image:

Language Version
ada 13.2.0
assembly 13.2.0
bash 5.2.21
bun 1.1.38
crystal 1.14.0
clojure 1.12.0.1488
dart 3.5.4
dmd 2.109.1
dotnet 9.0.101
elixir 1.17.3
elm 0.19.1
erlang 27.1.2
fortran 13.2.0
g++ 13.2.0
gcc 13.2.0
gnucobol 3.2.0
golang 1.23.2
groovy 4.0.24
guile 3.0.10
haskell 9.8.3
janet 1.36.0
java openjdk-23
julia 1.11.1
K 3.6
kotlin 2.1.0
ldc 1.39.0
lua 5.4.7
luajit 2.1.1
mojo 24.5.0
nim 2.2.0
nodejs 23.3.0
ocaml 5.2.1
odin dev-2024-11
pascal 3.2.2
perl 5.40.0
php 8.4.1
pony 0.58.7
powershell-core 7.4.6
python 3.12.0
pypy 7.3.17
r 4.4.2
rakudo 2024.10
ruby 3.3.6
rust 1.83.0
sbcl 2.4.11
scala 3.3.4
swift 6.0.2
tcl 9.0.0
v 0.4.8
zig 0.13.0