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Ranking programming languages by energy efficiency (2021)
(www.sciencedirect.com)
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this post was submitted on 29 Jul 2025
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Normalized global results for Energy, Time, and Memory. |Energy (J)| Time (ms)| Mb| |
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| |(c) C 1.00 |(c) C 1.00 |(c) Pascal 1.00| |(c) Rust 1.03 |(c) Rust 1.04 |(c) Go 1.05| |(c) C++ 1.34 |(c) C++ 1.56 |(c) C 1.17| |(c) Ada 1.70 |(c) Ada 1.85 |(c) Fortran 1.24| |(v) Java 1.98 |(v) Java 1.89 |(c) C++ 1.34| |(c) Pascal 2.14 |(c) Chapel 2.14 |(c) Ada 1.47| |(c) Chapel 2.18 |(c) Go 2.83 |(c) Rust 1.54| |(v) Lisp 2.27 |(c) Pascal 3.02 |(v) Lisp 1.92| |(c) Ocaml 2.40 |(c) Ocaml 3.09 |(c) Haskell 2.45| |(c) Fortran 2.52 |(v) C# 3.14 |(i) PHP 2.57| |(c) Swift 2.79 |(v) Lisp 3.40 |(c) Swift 2.71| |(c) Haskell 3.10 |(c) Haskell 3.55 |(i) Python 2.80| |(v) C# 3.14 |(c) Swift 4.20 |(c) Ocaml 2.82| |(c) Go 3.23 |(c) Fortran 4.20 |(v) C# 2.85| |(i) Dart 3.83 |(v) F# 6.30 |(i) Hack 3.34| |(v) F# 4.13 |(i) JavaScript 6.52 |(v) Racket 3.52| |(i) JavaScript 4.45 |(i) Dart 6.67 |(i) Ruby 3.97| |(v) Racket 7.91 |(v) Racket 11.27 |(c) Chapel 4.00| |(i) TypeScript 21.50 |(i) Hack 26.99 |(v) F# 4.25| |(i) Hack 24.02 |(i) PHP 27.64 |(i) JavaScript 4.59| |(i) PHP 29.30 |(v) Erlang 36.71 |(i) TypeScript 4.69| |(v) Erlang 42.23 |(i) Jruby 43.44 |(v) Java 6.01| |(i) Lua 45.98 |(i) TypeScript 46.20 |(i) Perl 6.62| |(i) Jruby 46.54 |(i) Ruby 59.34 |(i) Lua 6.72| |(i) Ruby 69.91 |(i) Perl 65.79 |(v) Erlang 7.20| |(i) Python 75.88 |(i) Python 71.90 |(i) Dart 8.64| |(i) Perl 79.58 |(i) Lua 82.91 |(i) Jruby 19.84|