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Comparison of programming languages

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Comparison of programming languages
General comparison Assignment Basic syntax Basic instructions Comments Control flow Foreach loops While loops For loops Do-while Exception handling Enumerated types Algebraic data types Generators Anonymous functions Conditional expressions Arrays Associative arrays Scope String operations String functions Higher-order functions Filter Fold Map Type systems Dependent types List comprehension Object-oriented programming Object-oriented constructors Operators Ternary conditional operator Null coalescing operators Safe navigation operators Modulo operators
Evaluation strategy List of "Hello World" programs
Comparison of individual languages ALGOL 58's influence on ALGOL 60 ALGOL 60: Comparisons with other languages ALGOL 68: Comparisons with other languages Compatibility of C and C++ Comparison of Pascal and Borland Delphi Comparison of Object Pascal and C Comparison of Pascal and C Comparison of Java and C++ Comparison of C# and Java Comparison of C# and Visual Basic .NET Comparison of Visual Basic and Visual Basic .NET
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Programming languages are used for controlling the behavior of a machine (often acomputer). Likenatural languages, programming languages follow rules forsyntax andsemantics.

There arethousands 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 professionalprogrammers may use dozens of languages in a career.

Most programming languages are not standardized by an international (or national) standard, even widely used ones, such asPerl orStandard ML (despite the name). Notable standardized programming languages includeALGOL,C,C++, JavaScript (under the nameECMAScript),Smalltalk,Prolog,Common Lisp,Scheme (IEEE standard),ISLISP,Ada,Fortran,COBOL,SQL, andXQuery.

General comparison

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The following table compares general and technical information for a selection of commonly usedprogramming languages. See the individual languages' articles for further information.

Language	Original purpose	Imperative	Object-oriented	Functional	Procedural	Generic	Reflective	Otherparadigms	Standardized
1C:Enterprise programming language	Application,RAD, business,general,web,mobile	Yes	No	Yes	Yes	Yes	Yes	Object-based, Prototype-based programming	No
ActionScript	Application,client-side, web	Yes	Yes	Yes	Yes	No	No	prototype-based	Yes 1999-2003,ActionScript 1.0 with ES3, ActionScript 2.0 with ES3 and partial ES4 draft, ActionScript 3.0 with ES4 draft,ActionScript 3.0 with E4X
Ada	Application,embedded,realtime,system	Yes	Yes^[2]	No	Yes^[3]	Yes^[4]	No	Concurrent,^[5]distributed^[6]	Yes 1983, 2005, 2012, ANSI, ISO,GOST 27831-88^[7]
Aldor	Highlydomain-specific,symbolic computing	Yes	Yes	Yes	No	No	No		No
ALGOL 58	Application	Yes	No	No	No	No	No		No
ALGOL 60	Application	Yes	No	No	Yes	Yes	No		Yes 1960,IFIP WG 2.1, ISO^[8]
ALGOL 68	Application	Yes	No	Yes	Yes	Yes	No	Concurrent	Yes 1968,IFIP WG 2.1,GOST 27974-88,^[9]
Ateji PX	Parallel application	No	Yes	No	No	No	No	pi calculus	No
APL	Application,data processing	Yes	Yes	Yes	Yes	Yes	Yes	Array-oriented,tacit	Yes 1989, ISO
Assembly language	General	Yes	No	No	No	No	No	Any, syntax is usually highly specific, related to the target processor	Yes 1985 IEEE 694-1985^[10]
AutoHotkey	GUI automation (macros), highly domain-specific	Yes	Yes ^[11]	No	Yes	No	No		No
AutoIt	GUI automation (macros), highly domain-specific	Yes	No	No	Yes	No	No		No
Ballerina	Integration, agile,server-side, general	Yes	Yes	Yes	Yes	No	No	Concurrent, transactional, statically and strongly typed, diagrammatic–visual	De facto standard via Ballerina Language Specification^[12]
Bash	Shell,scripting	Yes	No	No	Yes	No	No		Optionally POSIX.2^[13]
BASIC	Application, education	Yes	No	No	Yes	No	No		Yes 1983, ANSI, ISO, ECMA
BeanShell	Application, scripting	Yes	Yes	Yes	No	No	Yes		No In progress,JCP^[14]
BLISS	System	No	No	No	Yes	No	No		No
BlitzMax	Application, game	Yes	Yes	No	Yes	No	Yes		No
Boo	Application, game scripting	No	Yes	No	No	No	No		No
C	Application, system,^[15] general purpose, low-level operations	Yes	No	No	Yes	No	No		Yes 1989,ANSI C89, ISO/IEC C90, ISO/IEC C95, ISO/IEC C99, ISO/IEC C11, ISO/IEC C17, ISO/IEC C2x^[16]
C++	Application, system	Yes	Yes	Yes	Yes	Yes	Yes	Concurrent	Yes 1998,ISO/IEC C++98, ISO/IEC C++03, ISO/IEC C++11, ISO/IEC C++14, ISO/IEC C++17, ISO/IEC C++20, ISO/IEC C++23, ISO/IEC C++26^[17]
C#	Application, RAD, business, client-side, general, server-side, web,game programming	Yes	Yes	Yes^[18]	Yes	Yes	Yes	Concurrent, structured	Yes 2000, ECMA, ISO^[19]
Carbon	Experimental successor language toC++, designed by Google for performance-critical software	Yes	Yes	Yes	Yes	Yes	No	Multi-paradigm	No
Clarion	General, business, web	Yes	Yes	Yes^[20]	No	No	No		Unknown
Clean	General	No	No	Yes	No	Yes	No		No
Clojure	General	No	No	Yes	No	No	No	Concurrent	No
CLU	General	Yes	Yes	No	Yes	Yes	No		No
COBOL	Application, business	Yes	Yes	No	Yes	No	No		Yes 1968 ANSI X3.23, 1974, 1985; ISO/IEC 1989:1985, 2002, 2014, 2023
Cobra	Application, business, general, web	Yes	Yes	Yes	No	Yes	Yes		No
ColdFusion (CFML)	Web	No	Yes	No	Yes	No	No		No
Common Lisp	General	Yes	Yes	Yes	Yes	Yes	Yes	Extensible syntax,Array-oriented,syntactic macros,multiple dispatch, concurrent	Yes 1994, ANSI
COMAL 80	Education	Yes	No	No	Yes	No	No		No
Crystal	General purpose	Yes	Yes^[21]	Yes	Yes	Yes^[22]	No	Concurrent^[23]	No
Curry	Application	No	No	Yes	No	Yes	No	lazy evaluation, non-determinism	De facto standard via Curry Language Report
Cython	Application, general,numerical computing	Yes	Yes	Yes	No	No	Yes	Aspect-oriented	No
D	Application, system	Yes	Yes	Yes	Yes	Yes	Yes	Generative, concurrent	No
Dart	Application, web, server-side, mobile,IoT	Yes	Yes	Yes	Yes	Yes	No	Structured	Yes ECMA-408 standard
Delphi,Object Pascal	General purpose	Yes	Yes	Yes	Yes	Yes	Yes		Unknown
Dylan	Application	No	Yes	Yes	No	No	No		No
Eiffel	General, application, business, client-side, server-side, web (EWF)	Yes	Yes	Yes^[24]^[25]	No	Yes	YesErl-G	DistributedSCOOP,Void-safe	Yes 2005, ECMA, ISO^[26]
ELAN	Education	Yes	No	No	Yes	No	No	Structured,stepwise refinement	No
Elixir	Application,distributed	No	No	Yes	No	No	Yes	Concurrent, distributed	No
Erlang	Application, distributed	No	No	Yes	No	No	Yes	Concurrent, distributed	No
Euphoria	Application	No	No	No	Yes	No	Yes		No
Factor	General	Yes	No	Can be viewed as	No	Yes	Yes	Stack-oriented	No
FP		No	No	Yes	No	No	No		No
F#	Application	Yes	Yes	Yes	Yes	Yes	Yes		No
Forth	General	Yes	No	No	Yes	No	Yes	Stack-oriented	Yes 1994, ANSI
Fortran	Application, numerical computing	Yes	Yes	Yes	Yes	Yes	No	Array-based, vectorized, concurrent, native distributed/shared-memory parallelism	Yes 1966, ANSI 66, ANSI 77, MIL-STD-1753, ISO 90, ISO 95, ISO 2003, ISO/IEC 1539-1:2010 (2008), ISO/IEC JTC1/SC22/WG5 N2145 (2018)
FreeBASIC	Application, numerical computing	Yes	Yes	No	Yes	Yes	No		No
Gambas	Application	Yes	Yes	No	No	No	No		No
Game Maker Language	Application, game programming	Yes	Yes	No	No	No	No		No
GLBasic	Application, games	Yes	Yes	No	Yes	No	No	Simple object-oriented	No
Go	Application, web, server-side	Yes	Can be viewed as^[27]	Can be viewed as^[28]	Yes	Yes	Yes	Concurrent	De facto standard via Go Language Specification
Gosu	Application, general, scripting, web	Yes	Yes	No	No	Yes	Yes		No
GraphTalk	Application	No	Yes	No	No	No	No	Logic	No
Groovy	Application, general, scripting, web	Yes	Yes	Yes	Yes	Yes	Yes	Meta-programming	No In progress,JCP^[29]
Harbour	Application, business, data processing, general, web	Yes	Yes	Yes	Yes	Yes	Yes	Declarative	No
Haskell	Application	No	No	Yes	No	Yes	No	Lazy evaluation	Yes 2010, Haskell 2010^[30]
Haxe	Application, general, web	Yes	Yes	Yes	No	Yes	Yes		No
HyperTalk	Application, RAD, general	Yes	No	No	Yes	No	Yes	Weakly typed	Unknown
Io	Application, host-driven scripting	Yes	Yes	No	No	No	No		No
IPL	General	No	No	Yes	No	No	No		Unknown
ISLISP	General	Yes	Yes	Yes	No	Yes	No		Yes 1997, 2007,ISO
J	Application,data processing	Yes	Yes	Yes	Yes	Yes	Yes	Array-oriented,function-level, tacit, concurrent	No
JADE	Application, distributed	Yes	Yes	No	No	No	No		No
Java	Application, business, client-side, general, mobile development, server-side, web	Yes	Yes	Yes	Yes	Yes	Yes	Concurrent	De facto standard via Java Language Specification
JavaScript	Client-side, server-side, web	Yes	Yes	Yes	Yes	No	Yes	prototype-based	Yes ECMA-262 standard
Joy	Research	No	No	Yes	No	No	No	Stack-oriented	No
jq	"awk for JSON"	No	No	Yes	No	No	No	Tacit,Backtracking,Streaming,PEG	No
Julia	General, technical computing	Yes	Can be viewed as^[31]^[32]	Yes	Yes	Yes	Yes	Multiple dispatch, meta, scalar and array-oriented, parallel, concurrent, distributed ("cloud")	De facto standard via Julia Documentation^[33]
K	Data processing, business	No	No	No	No	No	No	Array-oriented, tacit	Unknown
Kotlin	Application, general, mobile development, server-side, client-side, web, scripting,^[34] domain-specific^[35]	Yes	Yes	Yes	Yes	Yes	Yes^[36]	Concurrent^[37]	De facto standard via Kotlin Language Specification
Ksh	Shell,scripting	Yes	Yes	No	Yes	No	No	Several variants, custom programmable, dynamic loadable modules	Optionally POSIX.2^[13]
LabVIEW (G)	Application, industrial instrumentation-automation	Yes	Yes	Yes	No	No	No	Dataflow,visual	No
Lisp	General	No	No	Yes	No	No	No		Unknown
LiveCode	Application, RAD, general	Yes	Yes	No	Yes	No	Yes	Weakly typed	No
Logtalk	Artificial intelligence, application	No	Yes	No	No	No	Yes	Logic	No
Linden Scripting Language (LSL)	Virtual worlds content scripting and animation	Yes	No	No	Yes	No	No	Scripts exist in in-world objects	De facto reference is theSecond Life implementation ofLSL.^[38]
Lua	Application, embedded scripting	Yes	Yes^[39]	Yes	Yes	No	Yes	Aspect-oriented, prototype-based	No^[40]
Maple	Symbolic computation, numerical computing	Yes	Yes	Yes	Yes	No	No	Distributed	No
Mathematica	Symbolic language	Yes	Yes	Yes	Yes	Yes	Yes	Logic, distributed	No
MATLAB	Highly domain-specific, numerical computing	Yes	Yes	No	Yes	No	No		No
Modula-2	Application, system	Yes	No	No	No	Yes	No		Yes 1996, ISO^[41]
Modula-3	Application	Yes	Yes	No	No	Yes	No		No
MUMPS (M)	General, application, databases	Yes	Approved for next Standard	No	Yes	Partially Thru Indirection and Xecute	Yes	Concurrent,multi-user,NoSQL,transaction processing	Yes 1977 ANSI, 1995, ISO 2020
Nim	Application, general, web, scripting, system	Yes	Yes	Yes	Yes	Yes	Yes	Multiple dispatch, concurrent,meta	No
Oberon	Application, system	Yes	Yes	No	No	No	No		No
Object Pascal	Application, general, mobile app, web	Yes	Yes	No	Yes	Yes	Yes	Structured	No
Objective-C	Application, general	Yes	Yes	No	Yes	No	Yes	Concurrent	No
OCaml	Application, general	Yes	Yes	Yes	Yes	Yes	No		No
Occam	General	Yes	No	No	Yes	No	No	Concurrent,process-oriented	No
Opa	Web applications	Yes	No	Yes	No	Yes	No	Distributed	No
OpenLisp	General, Embedded Lisp Engine	Yes	Yes	Yes	No	Yes	No		Optionally ISLISP
Oxygene	Application	Yes	Yes	No	No	Yes	No		No
Oz-Mozart	Application, distribution, education	Yes	Yes	Yes	No	No	No	Concurrent, logic	No
Pascal	Application, education	Yes	No	No	Yes	No	No		Yes 1983, ISO^[42]
Perl	Application, scripting, text processing, Web	Yes	Yes	Yes	Yes	Yes	Yes		No
PHP	Server-side, web application, web	Yes	Yes^[43]	Yes^[44]	Yes	No	Yes		De facto standard via language specification and Requests for Comments (RFCs)
PL/I	Application	Yes	Yes	No	Yes	No	No		Yes 1969, ECMA-50 (1976)
Plus	Application, system development	Yes	No	No	Yes	No	No		No
PostScript	Graphics, page description	Yes	No	No	Yes	No	No	Concatenative,stack-oriented	De facto standard via the PostScript Reference Manual^[45]
PowerShell	Administration, application, general, scripting	Yes	Yes	Yes	Yes	No	Yes	Pipeline	No
Prolog	Application, artificial intelligence	No	No	Yes	Yes	No	Yes	Logic, declarative	Yes 1995, ISO/IEC 13211-1:1995, TC1 2007, TC2 2012, TC3 2017
PureBasic	Application	Yes	No	No	Yes	No	No		No
Python	Application, general, web, scripting, artificial intelligence, scientific computing	Yes	Yes	Yes	Yes	Yes	Yes	Aspect-oriented	De facto standard via Python Enhancement Proposals (PEPs)
R	Application, statistics	Yes	Yes	Yes	Yes	No	Yes		No
Racket	Education, general, scripting	Yes	Yes	Yes	Yes	No	Yes	Modular, logic, meta	No
Raku	Scripting, text processing, glue	Yes	Yes	Yes	Yes	Yes	Yes	Aspect-oriented, array, lazy evaluation, multiple dispatch, metaprogramming	No
REALbasic	Application	No	No	No	Yes	No	No		Unknown
Rebol	Distributed	Yes	Yes	Yes	Yes	No	Yes	Dialected	No
REXX	Scripting	Yes	Yes (NetRexx andObject REXX dialects)	No	Yes	No	No		Yes 1996 (ANSI X3.274-1996)
RPG	Application, system	Yes	No	No	Yes	No	No		No
Ring	Application	Yes	Yes	Yes	Yes	Yes	Yes	metaprogramming, declarative,natural-language	No
Ruby	Application, scripting, web	Yes	Yes	Yes	No	No	Yes	Aspect-oriented	Yes 2011(JIS X 3017), 2012(ISO/IEC 30170)
Rust	Application, server-side, system, web	Yes	Can be viewed as^[46]	Yes	Yes	Yes	No^[47]	Concurrent	De facto standard by the official Rust releases
S	Application, statistics	Yes	Yes	Yes	Yes	No	No		No
S-Lang	Application, numerical, scripting	Yes	No	No	Yes	No	No		No
Scala	Application, general, parallel, distributed, web	Yes	Yes	Yes	No	Yes	Yes	Data-oriented programming, metaprogramming	De facto standard via Scala Language Specification (SLS)
Scheme	Education, general	Yes	No	Yes	No	No	No	meta, extensible-syntax	De facto 1975-2013, R⁰RS, R¹RS, R²RS, R³RS, R⁴RS, R⁵RS, R⁶RS, R⁷RS Small Edition^[48]^[49]
Seed7	Application, general, scripting, web	Yes	Yes	No	No	Yes	Yes	Multi-paradigm, extensible, structured	No
Simula	Education, general	Yes	Yes	No	No	No	No	discrete event simulation,multi-threaded (quasi-parallel) program execution	Yes 1968
Small Basic	Application, education, games	Yes	No	No	No	No	No	Component-oriented	No
Smalltalk	Application, general, business, artificial intelligence, education, web	Yes	Yes	Yes	Yes	No	Yes	Concurrent, declarative	Yes 1998, ANSI
SNOBOL	Text processing	No	No	No	No	No	No		Unknown
Standard ML	Application	Yes	No	Yes	No	Yes	No		Yes 1997, SML '97^[50]
Swift	Application, general	Yes	Yes	Yes	Yes	Yes	Yes	Concurrent, declarative,protocol-oriented	No
Tcl	Application, scripting, web	Yes	Yes	Yes	Yes	No	Yes		No
V (Vlang)	Application, general, system, game, web, server-side	Yes	Can be viewed as	Can be viewed as	Yes	Yes	Yes	Concurrent	No
Visual Basic	Application, RAD, education, business, general, (Includes VBA), office automation	Yes	Yes	No	Yes	Yes	No	Component-oriented	No
Visual Basic .NET	Application, RAD, education, web, business, general	Yes	Yes	Yes	Yes	Yes	Yes	Structured, concurrent	No
Visual FoxPro	Application	Yes	Yes	No	Yes	No	No	Data-centric, logic	No
Visual Prolog	Application	Yes	Yes	Yes	No	No	No	Declarative, logic	No
Wolfram Language	Symbolic language	Yes	No	Yes	Yes	Yes	Yes	Logic, distributed	No
XL		Yes	Yes	No	No	No	No	concept programming	No
Xojo	Application, RAD, general, web	Yes	Yes	No	Yes	No	Yes		No
XPath/XQuery	Databases, data processing, scripting	No	No	Yes	No	No	No	Tree-oriented	Yes 1999 W3C XPath 1, 2010 W3C XQuery 1, 2014 W3C XPath/XQuery 3.0
Zeek	Domain-specific, application	Yes	No	No	No	No	No		No
Zig	Application, general, system	Yes	No	Yes	Yes	Yes	Yes	Concurrent	No
Zsh	Shell,scripting	Yes	No	No	Yes	No	No	Loadable modules	Optionally POSIX.2^[13]

Type systems

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Main article:Comparison of programming languages by type system

Failsafe I/O and system calls

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Most programming languages will print anerror message or throw anexception if aninput/output operation or othersystem call (e.g.,chmod,kill) fails, unless the programmer has explicitly arranged for different handling of these events. Thus, these languagesfail safely in this regard.

Some (mostly older) languages require that programmers explicitly add checks for these kinds of errors. Psychologically, differentcognitive biases (e.g.,optimism bias) may affect novices and experts alike and lead them to skip these checks. This can lead toerroneous behavior.

Failsafe I/O is a feature of1C:Enterprise,Ada (exceptions),ALGOL (exceptions or return value depending on function),Ballerina,C#,Common Lisp ("conditions and restarts" system),Curry,D (throwing on failure),^[51]Erlang,Fortran,Go (unless result explicitly ignored),Gosu,Harbour,Haskell,ISLISP,Java,Julia,Kotlin,LabVIEW,Mathematica,Objective-C (exceptions),OCaml (exceptions),OpenLisp,PHP,Python,Raku,Rebol,Rexx (with optionalsignal on... trap handling),Ring,Ruby,Rust (unless result explicitly ignored),Scala,^[52]Smalltalk,Standard ML^{[citation needed]},Swift ≥ 2.0 (exceptions),Tcl,Visual Basic,Visual Basic .NET,Visual Prolog,Wolfram Language,Xojo,XPath/XQuery (exceptions), andZeek.

No Failsafe I/O:AutoHotkey (global ErrorLevel must be explicitly checked),C,^[53]COBOL,Eiffel (it actually depends on the library and it is not defined by the language),GLBasic (will generally cause program to crash),RPG,Lua (some functions do not warn or throw exceptions), andPerl.^[54]

Some I/O checking is built inC++ (STL iostreams throw on failure but C APIs likestdio orPOSIX do not)^[53] andObject Pascal, inBash^[55] it is optional.

Expressiveness

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Language	Statements ratio^[56]	Lines ratio^[57]
C	1	1
C++	2.5	1
Fortran	2	0.8
Java	2.5	1.5
Perl	6	6
Smalltalk	6	6.25
Python	6	6.5

The literature on programming languages contains an abundance of informal claims about their relativeexpressive power, but there is no framework for formalizing such statements nor for deriving interesting consequences.^[58] This table provides two measures of expressiveness from two different sources. An additional measure of expressiveness, in GZip bytes, can be found on the Computer Language Benchmarks Game.^[59]

Benchmarks

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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 manychallenges.The Computer Language Benchmarks Game site warns against over-generalizing from benchmark data, but 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.^[62]

Timeline of specific language comparisons

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1974 – Comparative Notes on Algol 68 and PL/I^[63] – S. H. Valentine – November 1974
1976 – Evaluation ofALGOL 68,JOVIAL J3B,Pascal,Simula 67, andTACPOL Versus TINMAN – Requirements for a Common High Order Programming Language.
1977 – A comparison of PASCAL and ALGOL 68^[64] –Andrew S. Tanenbaum – June 1977.
1993 – Five Little Languages and How They Grew –BLISS,Pascal,ALGOL 68,BCPL &C –Dennis M. Ritchie – April 1993.
2009 – On Go – oh, go on – How well will Google'sGo stand up against Brand X programming language? – David Given – November 2009

To display all pages, subcategories and images click on the "►":
Lists of programming languages(19 P) List of programming languages List of programming languages by type Lists of programming languages List of programming languages for artificial intelligence List of audio programming languages List of BASIC dialects List of C-family programming languages List of CLI languages List of concurrent and parallel programming languages List of educational programming languages Generational list of programming languages List of JVM languages List of Lisp-family programming languages List of open-source programming languages Non-English-based programming languages List of object-oriented programming languages List of reflective programming languages and platforms Timeline of programming languages Unisys MCP programming languages

References

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^Ada Reference Manual, ISO/IEC 8652:2005(E) Ed. 3,Section 6: Subprograms
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^Ada Reference Manual, ISO/IEC 8652:2005(E) Ed. 3,Section 9: Tasks and Synchronization
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^ISO/IEC 10514-1:1996
^ISO 7185
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^"Vrije Universiteit Amsterdam"(PDF).

v t e Programming languages
Comparison Timeline History
Ada ALGOL Simula APL Assembly BASIC Visual Basic classic .NET C C++ C# COBOL Erlang Elixir Forth Fortran Go Haskell Java JavaScript Julia Kotlin Lisp Lua MATLAB ML Caml OCaml Pascal Object Pascal Perl Raku PHP Prolog Python R Ruby Rust SAS SQL Scratch Shell Smalltalk Swift more...
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Comparison of programming languages

General comparison

Type systems

Failsafe I/O and system calls

Expressiveness

Benchmarks

Timeline of specific language comparisons

See also

References

Further reading