What is GitHub Copilot and what are its top alternatives?
GitHub Copilot is an AI-powered code completion tool developed by GitHub and OpenAI. It provides suggestions for code snippets as you type, helping developers write code more efficiently. It supports multiple programming languages and can generate code based on comments and context. However, some limitations include the potential for generating non-secure or inefficient code and lack of customization options for code suggestions.
TabNine: TabNine is an AI-powered code completion tool that uses deep learning to provide accurate code suggestions. It supports multiple IDEs and programming languages, and it can improve developer productivity significantly. Pros include fast and accurate code completion, while cons may include a subscription-based pricing model.
Kite: Kite is an AI-powered code completion tool that integrates with popular code editors and IDEs. It offers intelligent code suggestions, documentation, and code snippets to help developers write code faster. Pros include intelligent code completions and extensive documentation, but some users may find the constant suggestions distracting.
TabNine (Open Source): TabNine also offers an open-source version of its AI-powered code completion tool, which provides similar features to the commercial version. Pros of the open-source version include privacy and control over data, while cons may include limited updates and support compared to the commercial version.
Intellicode: Intellicode is a code completion tool developed by Microsoft that uses AI to provide context-aware code suggestions. It supports multiple programming languages and can improve developer productivity. Pros include smart code completions based on context, while cons may include limited support for certain programming languages.
DeepCode: DeepCode is an AI-powered code analysis tool that provides intelligent code suggestions and identifies potential coding errors. It can help developers write more secure and efficient code. Pros include code analysis for security vulnerabilities, while cons may include limited language support compared to other tools.
CodeStream: CodeStream is a collaborative development tool that integrates with popular code editors and IDEs. It offers code discussion, code review, and code snippet sharing features to help teams work together more efficiently. Pros include seamless collaboration features, while cons may include a learning curve for new users.
CodeAI: CodeAI is an AI-powered code review tool that helps developers identify potential code quality issues and security vulnerabilities. It provides actionable insights to improve code quality and maintainability. Pros include automated code reviews and security scanning, while cons may include limited integrations with code editors.
Savi: Savi is an AI-powered code completion tool that provides intelligent code suggestions and refactorings to help developers write better code. It supports multiple programming languages and can enhance developer productivity. Pros include accurate code completions and refactorings, while cons may include limited language support for some programming languages.
Sourcegraph: Sourcegraph is a code search and intelligence tool that helps developers navigate codebases, find code snippets, and understand code dependencies. It provides code suggestions, code review tools, and code intelligence features. Pros include powerful code search capabilities, while cons may include a steep learning curve for new users.
GitDuck: GitDuck is a tool that enables developers to collaborate in real-time while coding. It offers code sharing, video chat, and screen sharing features to facilitate remote collaboration. Pros include real-time collaboration features, while cons may include potential distractions during coding sessions.
Top Alternatives to GitHub Copilot
- Make
The GNU Compiler Collection and GNU Toolchain (Binutils, GDB, GLIBC)
- ReSharper
It is a popular developer productivity extension for Microsoft Visual Studio. It automates most of what can be automated in your coding routines. It finds compiler errors, runtime errors, redundancies, and code smells right as you type, suggesting intelligent corrections for them. ...
- Spacemacs
Since version 0.101.0 and later Spacemacs totally abolishes the frontiers between Vim and Emacs. The user can now choose his/her preferred editing style and enjoy all the Spacemacs features. Even better, it is possible to dynamically switch between the two styles seamlessly which makes it possible for programmers with different styles to do seat pair programming using the same editor. ...
- Atom-IDE
A collection of Atom UIs to support language services as part of Atom IDE, designed for use with packages built on top of atom-languageclient. ...
- Kite
Your editor and web browser don't know anything about each other, which is why you end up continuously switching between them. Kite bridges that gap, bringing an internet-connected programming experience right alongside your editor. ...
- Task
It is a task runner / build tool that aims to be simpler and easier to use than, for example, GNU Make. Since it's written in Go, Task is just a single binary and has no other dependencies, which means you don't need to mess with any complicated install setups just to use a build tool. ...
- Vim-Plug
A minimalist Vim plugin manager.
- Rust-analyzer
At its core, it is a library for semantic analysis of Rust code as it changes over time. It is a new "IDE backend" for the Rust programming language. ...
GitHub Copilot alternatives & related posts
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- One-line Execution0
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- IDE Integration5
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Spacemacs
- Advanced support for Vim key bindings14
- Discoverability12
- Easy setup10
- Never have to touch the mouse10
- Community-driven configuration7
- Cross-platform7
- Documentation6
- Emacs5
- Fast-paced development4
- Evil4
- Nice UI4
- Git Integration2
- Autocompletion1
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Atom-IDE
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Kite
- Smart auto-completion6
- Intelligent code analysis2
- Smart contextual help2
- PyCharm support2
- Flexible security config for sending and analysing code1
- Enterprise model for on premise servers1
- Atom support1
- Needs to send your code to their home-base service4
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- Parallel plugins downloading5
- Simple5
- Fast4
- Intuitive3