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Computer Language Benchmarks Game      [[ Help ]]

- all benchmarks - n-body fannkuch-redux meteor-contest fasta fasta-redux spectral-norm reverse-complement mandelbrot k-nucleotide regex-dna pidigits chameneos-redux thread-ring binary-trees - all languages - Ada 2005 GNAT ATS C CINT C GNU gcc Clojure C# Mono C++ GNU g++ Clean Erlang HiPE F# Mono Fortran Intel Go Haskell GHC Java 7 -server JavaScript V8 Lisp SBCL Lua Mozart/Oz OCaml Pascal Free Pascal Perl PHP Python 3 Racket Ruby 1.9 Ruby JRuby Scala Smalltalk VisualWorks

 Which programming languages are fastest?

No. Which of these programming language implementations have the fastest benchmark programs?

This box plot shows how many times slower, the fastest benchmark programs for selected language implementations were, compared to the fastest programs.

Select the language implementations you want to chart (deselect those you want to remove) then click the chart button.

Or follow the links to compare 2 language implementations directly - one-against-another for all the benchmarks - on Time-used, Memory-used and Code-used.

	compare 2	|-	|---	25%	median	75%	---|	-|
	Fortran Intel	1.00	1.00	1.00	1.00	1.49	2.24	5.23
	Ada 2005 GNAT	1.00	1.00	1.15	1.32	1.83	2.85	5.08
	C++ GNU g++	1.00	1.00	1.01	1.34	1.58	1.98	1.98
	ATS	1.01	1.01	1.17	1.34	1.60	2.24	8.60
	C GNU gcc	1.00	1.00	1.01	1.36	1.57	2.40	3.30
	Java 7 -server	1.12	1.12	1.56	1.75	2.03	2.74	5.58
	Haskell GHC	1.14	1.14	1.52	2.11	3.99	7.28	7.28
	Scala	1.28	1.28	1.61	2.17	3.19	5.56	7.21
	Pascal Free Pascal	1.38	1.38	2.01	2.39	2.84	4.08	5.36
	C# Mono	1.44	1.44	2.26	2.71	5.24	9.71	22.21
	JavaScript V8	1.00	1.00	2.01	2.85	10.52	23.30	128.95
	Clean	1.76	1.76	2.11	2.92	4.15	7.21	11.35
	OCaml	1.55	1.55	2.02	3.30	4.91	6.26	6.26
	Lisp SBCL	1.02	1.02	1.81	3.80	4.98	9.74	11.77
	F# Mono	1.43	1.43	2.90	3.97	5.88	10.35	21.11
	Racket	1.17	1.44	3.90	4.77	5.55	8.01	18.89
	Go	2.39	2.39	2.80	5.01	8.28	8.85	8.85
	Clojure	2.82	2.82	5.25	6.55	13.93	17.07	17.07
	Erlang HiPE	3.05	3.05	7.20	12.79	23.55	33.34	33.34
	Smalltalk VisualWorks	4.98	4.98	12.10	16.02	25.81	46.38	85.01
	Lua	11.31	11.31	19.59	28.53	46.83	86.87	86.87
	Ruby JRuby	9.63	9.63	18.45	37.17	70.49	98.64	98.64
	Ruby 1.9	6.23	6.23	9.73	43.80	92.87	217.57	268.75
	Python 3	1.12	1.12	6.65	47.93	77.48	130.06	130.06
	PHP	1.68	1.68	7.12	48.37	69.26	79.70	79.70
	Perl	2.22	2.22	7.91	55.85	103.59	220.49	220.49
	Mozart/Oz	6.73	6.73	34.28	57.56	76.87	140.76	147.58
	C CINT	71.09	71.09	179.97	241.92	379.29	678.27	4797.32

 Which programming languages are fastest? Robust Statistics

No. Which of these programming language implementations have the fastest benchmark programs?

Read "Visual Presentation of Data by Means of Box Plots" (pdf)

For each benchmark, F is the fastest time measurement.
For each language implementation, each time measurement T is then normalized to T ÷ F

There are other ways to analyse and present this data: look for patterns in Code-used Time-used Shapes or ask Which programming language is best? or take the Summary Data and do your own analysis!

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