9mo ago

Programming languages ranked by popularity in privacy software

I was bored, so I compiled a list of 77 of my favorite open-source privacy-focused software. This ranges from Android apps to desktop apps to websites to operating systems. I scraped the programming languages used for each one from their respective repositories, and created a simple scoring system to score each programming language.

Obviously there is some bias, since Kotlin is very popular for Android apps and not much else, and it's not an exhaustive list, so some data might be off, but it was still fun to make! Just wanted to share it with all of you, in case anyone else finds it interesting.

The full ranking

Scores for each programming language

The original data

(NOTE: I am NOT looking for criticism on any choices made here) ::: spoiler Original data

HuggingChat

TypeScript 62.1%

Svelte 36.6%

Dockerfile 0.4%

JavaScript 0.4%

HTML 0.2%

Shell 0.1%

Other 0.2%

GPT4ALL

C++ 48.2%

QML 32.3%

Python 8.5%

CMake 5.4%

JavaScript 3.9%

C 1.0%

Other 0.7%

Audacity

C 37.6%

C++ 35.3%

Python 18.1%

Shell 2.8%

Common Lisp 1.6%

QML 1.3%

Other 3.3%

Duplicati

C# 87.3%

JavaScript 5.7%

HTML 3.2%

Less 1.8%

Python 1.2%

Shell 0.4%

Other 0.4%

Vorta

Python 99.2%

Other 0.8%

Filen (Desktop)

TypeScript 96.3%

JavaScript 2.1%

HTML 1.2%

NSIS 0.4%

Monero

C++ 81.7%

C 11.7%

Python 3.2%

CMake 2.0%

Makefile 0.5%

Shell 0.4%

Other 0.5%

Ivy Wallet

Kotlin 99.7%

Other 0.3%

Brasero

C 98.1%

Makefile 1.5%

Other 0.4%

VSCodium

Shell 83.8%

XSLT 16.0%

PowerShell 0.2%

GNU Emacs

Emacs Lisp 55.6%

Roff 23.8%

C 16.4%

M4 0.7%

Objective-C 0.6%

C++ 0.5%

Other 2.4%

GitLab

Ruby 69.2%

JavaScript 17.3%

Vue 6.8%

PLpgSQL 2.9%

Haml 1.4%

HTML 0.9%

Other 1.5%

Codeberg

Clojure 87.8%

Shell 3.9%

CSS 2.3%

HTML 2.2%

Batchfile 2.2%

PowerShell 1.0%

Other 0.6%

Wikipedia (MediaWiki)

PHP 82.7%

JavaScript 15.3%

Less 1.1%

CSS 0.8%

HTML 0.1%

Vue 0.0%

7-Zip

C++ 79.3%

C 17.6%

Assembly 1.6%

Makefile 1.5%

PeaZip

Pascal 91.7%

Inno Setup 5.9%

Batchfile 1.8%

C++ 0.4%

Shell 0.1%

C 0.1%

qBittorrent

C++ 71.0%

JavaScript 14.1%

HTML 11.5%

Python 1.1%

CSS 0.8%

CMake 0.7%

Other 0.8%

osu!

C# 100.0%

2048

CSS 54.9%

JavaScript 38.1%

HTML 6.5%

Ruby 0.5%

Wireshark

C 95.2%

C++ 2.4%

Python 1.1%

Perl 0.3%

CMake 0.3%

SourcePawn 0.2%

Other 0.5%

nmap

C 38.0%

Lua 29.0%

C++ 17.3%

Shell 4.6%

Python 4.3%

Makefile 1.9%

Other 4.9%

VirtualBox

C 67.2%

C++ 25.2%

Python 2.8%

Objective-C 1.7%

Assembly 1.4%

D 0.5%

Other 1.2%

Docker

Go 97.5%

Shell 1.5%

Dockerfile 0.5%

PowerShell 0.3%

Makefile 0.1%

Python 0.1%

calibre

Python 79.2%

C 17.1%

C++ 2.8%

HTML 0.3%

Shell 0.2%

XSLT 0.1%

Other 0.3%

Thunderbird

JavaScript 60.5%

C++ 21.5%

HTML 6.6%

CSS 3.8%

C 1.8%

Java 1.7%

Other 4.1%

Betterbird

Batchfile 66.5%

C 18.3%

C++ 10.1%

Shell 5.1%

draw.io (Desktop)

JavaScript 96.0%

Shell 4.0%

Joplin

TypeScript 71.4%

JavaScript 22.3%

HTML 1.9%

CSS 1.3%

Java 1.2%

Mustache 0.7%

Other 1.2%

LibreOffice

C++ 86.6%

Java 5.5%

Python 1.8%

Makefile 1.6%

XSLT 1.5%

Rich Text Format 1.4%

Other 1.6%

Proton Mail (Web)

TypeScript 92.1%

JavaScript 5.2%

SCSS 1.5%

MDX 0.5%

Swift 0.4%

CSS 0.1%

Other 0.2%

F-Droid

Java 65.3%

Kotlin 33.1%

Other 1.6%

Aurora Store

Kotlin 96.8%

Java 2.8%

AIDL 0.4%

Neo-Store

Kotlin 100.0%

Obtainium

Dart 98.7%

Other 1.3%

Droid-ify

Kotlin 99.6%

Shell 0.4%

IzzyOnDroid

PHP 97.2%

Python 2.5%

Shell 0.3%

Accrescent

Kotlin 100.0%

GNOME Software

C 97.0%

Meson 1.2%

Python 1.1%

Other 0.7%

Flathub

TypeScript 74.0%

Python 24.2%

JavaScript 1.1%

Shell 0.4%

SCSS 0.2%

Dockerfile 0.1%

SearXNG

Python 74.7%

Shell 9.9%

HTML 6.1%

Less 4.8%

JavaScript 2.7%

CSS 0.9%

Other 0.9%

GrapheneOS

Makefile 87.1%

C++ 11.3%

Shell 1.6%

GNOME

C 97.3%

Meson 2.3%

Python 0.4%

KDE Plasma

C++ 45.6%

QML 41.2%

C 5.5%

CMake 2.3%

Python 2.2%

JavaScript 1.9%

Other 1.3%

Arch Linux

C 98.4%

Assembly 0.7%

Shell 0.4%

Python 0.2%

Makefile 0.2%

Perl 0.1%

HeliBoard

Java 45.4%

C++ 34.7%

Kotlin 19.2%

Other 0.7%

Blender

C++ 76.3%

Python 14.6%

C 5.0%

GLSL 1.8%

CMake 1.2%

Objective-C++ 1.0%

Other 0.1%

FreeCAD

C++ 52.7%

Python 44.5%

C 1.5%

CMake 0.8%

NSIS 0.2%

Lex 0.1%

Other 0.2%

Krita

C++ 90.2%

Python 3.0%

C 2.3%

CMake 1.6%

HTML 0.7%

Rich Text Format 0.7%

Other 1.5%

GIMP

C 95.5%

Scheme 1.3%

Python 1.1%

C++ 0.7%

Meson 0.6%

Perl 0.4%

Other 0.4%

Flameshot

C++ 87.8%

CMake 5.8%

Shell 3.3%

Python 1.7%

Roff 1.1%

C 0.2%

Other 0.1%

Inkscape

C++ 94.1%

C 1.7%

CMake 1.5%

HTML 1.4%

Python 0.3%

Aegis

Java 96.0%

HTML 2.1%

Roff 1.9%

VeraCrypt

C 68.8%

C++ 19.0%

Assembly 10.0%

Shell 1.1%

Makefile 0.5%

Batchfile 0.3%

Other 0.3%

KeePassXC

C++ 95.1%

CMake 2.2%

Shell 1.5%

PowerShell 0.6%

Objective-C++ 0.4%

Python 0.1%

Other 0.1%

KeePassDX

Kotlin 79.0%

C 14.0%

Java 4.1%

Assembly 2.6%

C++ 0.2%

Ruby 0.1%

addy.io

Blade 83.2%

JavaScript 5.2%

Vue 4.8%

PHP 4.5%

CSS 2.3%

Mullvad VPN

Rust 35.1%

Swift 26.2%

Kotlin 19.5%

TypeScript 13.2%

C++ 2.8%

Shell 1.8%

Other 1.4%

Alovoa

Java 82.7%

HTML 9.8%

JavaScript 3.6%

CSS 2.8%

Other 1.1%

Briar

Java 98.0%

Kotlin 1.9%

Other 0.1%

SimpleX Chat

Haskell 32.6%

Kotlin 32.3%

Swift 26.9%

HTML 2.2%

TypeScript 1.4%

JavaScript 1.1%

Other 3.5%

Medito

Dart 88.5%

Kotlin 8.0%

Ruby 2.0%

Swift 0.7%

CMake 0.2%

C++ 0.2%

Other 0.4%

coreboot

C 94.4%

ASL 2.2%

Makefile 1.0%

C++ 0.7%

Assembly 0.4%

Perl 0.4%

Other 0.9%

Libreboot

Shell 51.5%

Python 25.1%

C 22.2%

Makefile 1.2%

OpenStreetMap

Ruby 78.1%

HTML 8.7%

JavaScript 6.9%

PLpgSQL 3.7%

SCSS 1.2%

C++ 0.7%

Other 0.7%

OsmAnd

Java 95.3%

Kotlin 3.9%

AIDL 0.7%

CSS 0.1%

Shell 0.0%

XSLT 0.0%

Organic Maps

C++ 71.0%

C 7.5%

Java 6.1%

Swift 3.5%

Objective-C++ 3.1%

Python 2.9%

Other 5.9%

VLC Media Player

C 62.6%

C++ 18.9%

Objective-C 8.3%

QML 3.1%

Makefile 1.6%

Lua 1.0%

Other 4.5%

Stremio (Desktop)

C++ 36.7%

QML 17.6%

NSIS 12.4%

JavaScript 10.7%

Shell 9.1%

CMake 4.1%

Other 9.4%

OBS Studio

C 54.6%

C++ 34.7%

CMake 6.1%

Objective-C 2.2%

Objective-C++ 1.6%

M 0.2%

Other 0.6%

NewPipe

Java 84.0%

Kotlin 13.5%

HTML 2.5%

FreeTube

JavaScript 68.5%

Vue 17.2%

CSS 11.2%

SCSS 3.0%

EJS 0.1%

Invidious

Crystal 73.8%

HTML 13.9%

JavaScript 8.2%

CSS 2.6%

Shell 1.1%

Makefile 0.2%

Dockerfile 0.2%

PeerTube

TypeScript 89.7%

HTML 6.5%

SCSS 3.1%

Shell 0.4%

Pug 0.2%

JavaScript 0.1%

Tubular

Java 84.6%

Kotlin 13.0%

HTML 2.4%

Mullvad Browser

JavaScript 28.1%

C++ 25.7%

HTML 22.3%

C 12.4%

Python 2.8%

Tor Browser

JavaScript 28.2%

C++ 25.6%

HTML 22.3%

C 12.4%

Python 2.9%

uBlock Origin

JavaScript 88.4%

CSS 4.9%

HTML 3.4%

WebAssembly 2.5%

Shell 0.6%

Python 0.1%

Makefile 0.1% :::

41 comments

where Rust
- Rust is ranked #26 with a score of 351. The only program that used it at all was Mullvad VPN. It was used as the majority language for that program, amounting to 35.1% of the entire program.
  
  It was more of a joking question 😅 It's a shame that such a good, lightweight and secure programming language is not used. It's not even in the top 20 😔

I don't think Makefile and CMake should count as programming languages in this context. There are a few weird names on the list, but these are high up the list only because they're glue for C/C++ projects

HTML is not a programming language
- And it is the opposite of private.
  
  ?? I mean maybe I understand what you mean. It's used to display information on a website publicly. Don't know what else you mean by that statement
  
  Html is as private as any language — only private when secret (encrypted) — so your comment is a worthless "vacuous truth".

Personally, I would group JavaScript and TypeScript together. TypeScript is just a JavaScript extension.
- in the context of privacy the distinction could be interesting: typescript is a microsoft project; foss as it may be… and that might (or might not) have significance
  
  It doesn’t. TypeScript compiles to JavaScript. The compilation process is ostensibly just removing the types. (It also checks types, builds source maps, and outputs declaration files, but none of that is run by the end user.)

Could this be normalised against the baseline distribution of languages for the respective platforms / software categories to see if there are any notable deviations?

Don’t show this to the Rust fans

It's funny that privacy software is written in languages with so many footguns...

- it is a very private programming language

I recognized majority of the languages on the list but couple of them I am hearing for the first time admittedly like Blade and Crystal. I am not a programmer, so I guess that might be the reason.

I think the reason C++ is at the top is because of QT though.
- C++ is used in 36 of the 77 programs, and is one of the top 2 languages for 25 of those programs.

I like C++. :)

@Charger8232 really happy to see kotlin so high!

Underrated language for this space: ATS from the ML family, which has a feeling of what if C met SML/OCaml then graduated.
You get more flexibility for memory safety with linear types over affine types like Rust for preventing double free or use after free-like errors (while be general for any use-X-times problems). Refinement types can enforce bounds. Dependent types + viewtypes can build complex, but zero-cost abstraction for your own code or as wrappers over C libraries to make them safe & pushing checks to the compile phase rather than runtme. On top of that, there are proof-level types/values you can interleave in your code instead of using an auxiliary language like Coq or Agda. Compiling/mapping to C you use a lot of the same tooling of C as well as performance charactistic of C (can opt in/out of GC, unboxed types, can layout the memory, as well as TCO); you also get the stable C ABI over Rust’s general difficult to be used in non-Rust projects.
All this to say you have a language that can operate at the system level, type abstractions that go beyond posterchild Haskell, & a proof language to turn those white papers into proof code right in the project. If it didn’t have a special learning curve, it should be a lot more popular in this space.

I'm glad Python didn't score that much.
- Vorta is made in 99.2% Python, I wouldn't give it such a hard time!
  Edit: calibre and SearXNG also both have Python as the majority language
  
  The only program here I know is SearXNG. My experience with GUI Python apps was pretty bad but I guess it makes it easier for devs to make new apps so it has the right to exist as long as it's not invasive or used in OS components.
- Why?
  
  Speed and resource efficiency.

41 comments