Comparison of programming languages
From Wikipedia, the free encyclopedia
Programming languages are used for controlling the behavior of a machine (often a computer). Like human languages, programming languages have syntactic and semantic rules used to define meaning.
There are thousands of programming languages[1] and new ones are created every year. Few languages ever become sufficiently popular that they are used by more than a few people, but many professional programmers use dozens of different languages during their career.
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General comparison
The following table compares general and technical information for a selection of commonly used programming languages. See the individual languages' articles for further information.
Expressiveness
| Language | Statements ratio[2] | Lines ratio[3] |
|---|---|---|
| C | 1 | 1 |
| C++ | 2.5 | 1 |
| Fortran | 2 | .8 |
| Java | 2.5 | 1.5 |
| Perl | 6 | 6 |
| Python | 6 | 6.5 |
| Smalltalk | 6 | .625 |
| MS Visual Basic | 4.5 | ? |
The literature on programming languages contains an abundance of informal claims about their relative expressive power, but there's no framework for formalizing such statements nor for deriving interesting consequences.[4] This chart provides two measures of expressiveness from two different sources. An additional measure of expressiveness, in GZip bytes, can be found with the Compare to tool on the Computer Languages Shootout.
Benchmarks
Benchmarks are designed to mimic a particular type of workload on a component or system. The computer programs used for compiling some of the benchmark data in this section may not have been fully optimized, and the relevance of the data is disputed. The most accurate benchmarks are those that are customized to your particular situation. Other people's benchmark data may have some value to others, but proper interpretation brings many challenges. See this page about flawed benchmarks and comparisons. The Computer Language Shootout Benchmarks site contains a large number of micro-benchmarks of reader-contributed code snippets, with an interface that generates various charts and tables comparing specific programming languages and types of tests.
References
- ^ As of May 2006 Diarmuid Pigott's Encyclopedia of Computer Languages hosted at Murdoch University, Australia lists 8512 computer languages.
- ^ Data from Code Complete. The Statements ratio column "shows typical ratios of source statements in several high-level languages to the equivalent code in C. A higher ratio means that each line of code in the language listed accomplishes more than does each line of code in C.
- ^ The ratio of line count tests won by each language to the number won by C when using the Compare to feature at http://shootout.alioth.debian.org/debian/c.php. Last updated May, 2006. C gcc was used for C, C++ g++ was used for C++, Fortran G95 was used for Fortran, Java JDK Server was used for Java, and Smalltalk GST was used for Smalltalk.
- ^ From On the Expressive Power of Programming Languages, Matthias Felleisen, ESOP '90 3rd European Symposium on Programming.
External links
- Programming Language Comparison — A comparison of nine programming languages and related information.
- Computer Language Shootout Scorecard — Comparison of benchmark results for dozens of languages.
- Scriptometer scores — Multiple comparisons of 26 programming languages.
- Are Scripting Languages Any Good? A Validation of Perl, Python, Rexx, and Tcl against C, C++, and Java — PDF — 2003 study
- An empirical comparison of C, C++, Java, Perl, Python, Rexx, and Tcl — PDF — March 2000 refereed journal paper
- An empirical comparison of C, C++, Java, Perl, Python, Rexx, and Tcl for a search/string-processing program — PDF — March 2000 technical report
- Comparing Web Languages in Theory and Practice — PDF — Research to fulfill Kristofer J. Carlson's master's degree requirements.
- The Encyclopedia of Computer Languages — As of May 2006, the encyclopedia lists 8512 computer languages with 17837 bibliographic records featuring 11064 extracts.
