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TIOBE Index for September 2022

September Headline: Julia is getting close to the TIOBE index top 20

The Julia programming language is only 0.05% away from a top 20 position. Julia is designed for numerical analysis and computational science. There are many competing languages in that field. So what makes Julia stand out? Julia beats Matlab because it is much more modern and it can be used free of charge. Furthermore, Julia beats Python and R because it is much faster. Since there is a huge demand in the number crunching and modeling field, Julia has a serious chance to enter the top 20 in the near future. Note that the language Rust has also been knocking on the top 20 door for quite some time, but did not succeed so far. Time will tell whether Julia will endure the same fate. -- Paul Jansen CEO TIOBE Software

The TIOBE Programming Community index is an indicator of the popularity of programming languages. The index is updated once a month. The ratings are based on the number of skilled engineers world-wide, courses and third party vendors. Popular search engines such as Google, Bing, Yahoo!, Wikipedia, Amazon, YouTube and Baidu are used to calculate the ratings. It is important to note that the TIOBE index is not about the best programming language or the language in which most lines of code have been written.

The index can be used to check whether your programming skills are still up to date or to make a strategic decision about what programming language should be adopted when starting to build a new software system. The definition of the TIOBE index can be found here.

Sep 2022 Sep 2021 Change Programming Language Ratings Change
12changePython pagePython15.74%+4.07%
21changeC pageC13.96%+2.13%
33Java pageJava11.72%+0.60%
44C++ pageC++9.76%+2.63%
55C# pageC#4.88%-0.89%
66Visual Basic pageVisual Basic4.39%-0.22%
77JavaScript pageJavaScript2.82%+0.27%
88Assembly language pageAssembly language2.49%+0.07%
910changeSQL pageSQL2.01%+0.21%
109changePHP pagePHP1.68%-0.17%
1124changeObjective-C pageObjective-C1.49%+0.86%
1214changeGo pageGo1.16%+0.03%
1320changeDelphi/Object Pascal pageDelphi/Object Pascal1.09%+0.32%
1416changeMATLAB pageMATLAB1.06%+0.04%
1517changeFortran pageFortran1.03%+0.02%
1615changeSwift pageSwift0.98%-0.09%
1711changeClassic Visual Basic pageClassic Visual Basic0.98%-0.55%
1818R pageR0.95%-0.02%
1919Perl pagePerl0.72%-0.06%
2013changeRuby pageRuby0.66%-0.62%

Other programming languages

The complete top 50 of programming languages is listed below. This overview is published unofficially, because it could be the case that we missed a language. If you have the impression there is a programming language lacking, please notify us at tpci@tiobe.com. Please also check the overview of all programming languages that we monitor.

PositionProgramming LanguageRatings
21Julia0.61%
22Scratch0.57%
23SAS0.56%
24(Visual) FoxPro0.52%
25COBOL0.52%
26Rust0.51%
27Prolog0.45%
28Ada0.43%
29Lua0.41%
30Lisp0.37%
31PL/SQL0.36%
32Dart0.34%
33Scala0.33%
34Kotlin0.31%
35D0.27%
36PowerShell0.21%
37ABAP0.21%
38Awk0.20%
39LabVIEW0.20%
40TypeScript0.20%
41Groovy0.18%
42Erlang0.15%
43Haskell0.15%
44cg0.15%
45Transact-SQL0.15%
46Bash0.14%
47Clojure0.14%
48Apex0.14%
49ActionScript0.13%
50Elixir0.13%

The Next 50 Programming Languages

The following list of languages denotes #51 to #100. Since the differences are relatively small, the programming languages are only listed (in alphabetical order).

  • ABC, Algol, Alice, AspectJ, B4X, Bourne shell, C shell, CFML, CHILL, CL (OS/400), Clipper, CLIPS, Crystal, EXEC, Icon, IDL, J#, Ladder Logic, Lasso, Logo, ML, MOO, MQL5, NATURAL, Nim, NXT-G, OCaml, Occam, OpenCL, PL/I, Q, Racket, Raku, REXX, Ring, RPG, Scheme, Simulink, Slate, Solidity, SPARK, SPSS, Stata, Tcl, Vala/Genie, VBScript, Verilog, VHDL, X++, Xojo


This Month's Changes in the Index

This month the following changes have been made to the definition of the index:

  • No changes this month.

Very Long Term History

To see the bigger picture, please find below the positions of the top 10 programming languages of many years back. Please note that these are average positions for a period of 12 months.

Programming Language20222017201220072002199719921987
Python15871228--
C22122111
Java3121116--
C++43333226
C#544814---
Visual Basic614------
JavaScript78109824--
Assembly language810------
SQL9---7---
PHP107656---
Prolog243233271721123
Lisp33311316131042
Pascal270114162299935
(Visual) Basic--744364

There are 2 important remarks here:

  • There is a difference between "Visual Basic" and "(Visual) Basic" in the table above. Until 2010, "(Visual) Basic" referred to all possible dialects of Basic, including Visual Basic. After some discussion, it has been decided to split "(Visual) Basic" into all its dialects such as Visual Basic .NET, Classic Visual Basic, PureBasic, and Small Basic, just to name a few. Since Visual Basic .NET has become the major implementation of Visual Basic, it is now called "Visual Basic".
  • The programming language SQL has not been in the TIOBE index for a long time. In 2018, somebody pointed out that SQL is Turing Complete. From that moment on, SQL is part of the TIOBE index. So although this language is very old, it has only a short history in the index.

Programming Language Hall of Fame

The hall of fame listing all "Programming Language of the Year" award winners is shown below. The award is given to the programming language that has the highest rise in ratings in a year.

YearWinner
2021medal Python
2020medal Python
2019medal C
2018medal Python
2017medal C
2016medal Go
2015medal Java
2014medal JavaScript
2013medal Transact-SQL
2012medal Objective-C
2011medal Objective-C
2010medal Python
2009medal Go
2008medal C
2007medal Python
2006medal Ruby
2005medal Java
2004medal PHP
2003medal C++


Bugs & Change Requests

This is the top 5 of most requested changes and bugs. If you have any suggestions how to improve the index don’t hesitate to send an e-mail to tpci@tiobe.com.

  1. Apart from “<language> programming”, also other queries such as “programming with <language>”, “<language> development” and “<language> coding” should be tried out.
  2. Add queries for other natural languages (apart from English). The idea is to start with the Chinese search engine Baidu. This has been implemented partially and will be completed the next few months.
  3. Add a list of all search term requests that have been rejected. This is to minimize the number of recurring mails about Rails, JQuery, JSP, etc.
  4. Start a TIOBE index for databases, software configuration management systems and application frameworks.
  5. Some search engines allow to query pages that have been added last year. The TIOBE index should only track those recently added pages.

Yes, the only condition is to refer to its original source “www.tiobe.com”.

If a language meets the criteria of being listed (i.e. it is Turing complete and has an own Wikipedia entry that indicates that it concerns a programming language) and it is sufficiently popular (more than 5,000 hits for +”<language> programming” for Google), then please write an e-mail to tpci@tiobe.com.

We spent a lot of effort to obtain all the data and keep the TIOBE index up to date. In order to compensate a bit for this, we ask a fee of 5,000 US$ for the complete data set. The data set runs from June 2001 till today. It started with 25 languages back in 2001, and now measures more than 150 languages once a month. The data are available in comma separated format. Please contact sales@tiobe.com for more information.

Well, you can do it either way and both are wrong. If you take the sum, then you get the intersection twice. If you take the max, then you miss the difference. Which one to choose? Suppose somebody comes up with a new search term that is 10% of the original. If you take the max, nothing changes. If you take the sum then the ratings will rise 10%. So taking the sum will be an incentive for some to come up with all kinds of obscure terms for a language. That’s why we decided to take the max.

The proper way to solve this is is of course to take the sum and subtract the intersection. This will give rise to an explosion of extra queries that must be performed. Suppose a language has a grouping of 15 terms, then you have to perform 32,768 queries (all combinations of intersections). So this seems not possible either… If somebody has a solution for this, please let us know.

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