Programmers, coders, developers can take advantage of an AI code generator to maximize the efficiency. With the help of AI coding tools, you can develop applications faster by automating repetitive coding tasks and leveraging code completion.
Top 5 benefits of using an AI code generator:
- Faster code completion
- Code without errors
- Enable junior developers to code confidently
- Prevent adding known vulnerable code
- Develop and deliver applications and features faster
You don’t know what you are missing out unless you try AI for coding. The good thing is, many of the tools I’ll discuss below are free.
Best AI Code Generator for 2024
Codesnippets
Codesnippet is an excellent tool for developers powered by ChatGPT. It is an excellent code generation tool that enhances the productivity of the developers when it comes to coding.
It utilizes machine learning and natural language processing to auto-generate code snippets from natural language descriptions. So, the developer’s workflow gets streamlined, and the repetitive programming tasks get automated.
Key Features:
- Code smartly and quickly using the GPT-4 engine
- Natural Language Processing (NLP) used for coding
- Store and fetch codes securely whenever you need it
- Creates error-prone and performance-optimized codes
- Provides Intelligent coding suggestions for the developers
- Integrates with other developer-friendly tools and platforms
- Share code with the entire team and collaborate in development with your code-base
- Ensures high-quality code by preventing syntax errors, code style violations, and other issues.
- Code snippets tailored for specific languages and frameworks (codinPython, Java, C++, and more)
- Can self-learn from previous code snippets used by developers and suggest personalized codes.
SpellBox
Bid farewell to the frustrating coding session and utilize and say hello to an AI coding solution named SpellBox. The tool generates necessary code snippets based on simple prompts. Therefore, you can tackle even the most complex programming challenges within seconds. Overall, it’s an excellent coding assistant tool for hobbyists, teachers, and professional coders.
Key Features:
- Simply generates code through an entered prompt or description
- Save good snippets through bookmarks and quickly find them later
- Provide VS Code extension that integrates flawlessly with the editor
- Code explanation features that provide a in-depth understanding of codes
- Performance metrics enable you to track your coding progress over time
- Ensures code quality by checking and fixing errors and violations instantly
- Supports major programming languages, including JS, Python, HTML, CSS, Swift, C#, C++, PHP, and more.
GitHub Copilot
GitHub Copilot is a revolutionary AI Coding assistant tool that has the potential to completely change how programmers write code. The platform currently utilizes Open AI codex and suggests real-time codes and functions from the editor.
Thus, it can assist developers in writing code quickly and effectively. This priceless tool spontaneously learns from the developers and improves its code recommendations.
Key Features:
- Transforms natural language prompts into coding suggestions in different languages
- Get coding examples from a large community of coders and easily resolve your issues
- Offers intelligent coding suggestions for code snippets, functions, and methods while coding
- Integrates seamlessly with renowned code editors, including VS Code, JetBrains, and more.
- Real-time collaboration between programmers enables easy code sharing and project participation.
- Focus less time on developing boilerplates and repetitive tasks, and let AI do their coding. So, discuss your logic for the tool and get immediate coding suggestions.
- Coding recommendations provided based on the project’s outline and style conventions
- Use AI to learn without any documentation and through an automatic coding environment.
- Track your progress over time, including the number of coding suggestions accepted or rejected.
Explore some of the best online code editors.
AiXcoder
You can easily produce code at the method level by translating natural language into code using AiXcoder. Also, this AI tool provides intelligent code completion for whole lines of code or groups of lines.
The tool can adapt your coding environment and accept recommended code completion or provide rapid feedback. Therefore, it will eventually increase the effectiveness of your entire software development process.
Key Features:
- Provides coding efficiency statistics
- Integrates perfectly with the IDE for the code search operation
- Smart coding with full-line and multi-line code completion approach
- Generates complete code for a desired function through natural language input
- Enterprise-level customization service to solve complex programming challenges
- Supports IntelliJ IDEA, GoLandm PyCharm, WebStor, VS Code, Eclipse,, and more.
- Enables privacy coding environment with a deep learning method that allows offline coding
- Support variety of languages including C, C++, C#, JavaScript, TypeScript, Go and more
- Uses contextual and grammatical analysis to predict and suggest code within a single click
- Adaptive GitHub open source code search to find similar code and skip repeated development
Codex
The Codex model excels in Python and has remarkable mastery over other languages as well. For example, JavaScript, Go, Perl, PHP, Ruby, Swift, TypeScript, SQL, and even Shell. It has a wide range of applications, from code auto-completion to producing sophisticated code snippets.
Thus, it can be useful in a variety of sectors, including trending app development, data science, and artificial intelligence.
Key Features:
- Provides access to vast libraries and APIs to enhance the functionality of the code
- Adds comments to the code automatically, improving its quality, readability, and accessibility
- Analyzes codes and suggests changes to reduce execution time and improve performance
- Turns comments into codes from natural language saving time and effort to create software Unparalleled level of proficiency in programming languages processed from natural language
- Broad applications, including Auto code completion, complex code snippet generation, and more
- Provides contextual suggestions for the upcoming line making the coding process more efficient
- Entirely free to use and allows access to powerful features efficient for creating complex applications
Codeium
Codeium is loved by thousands of developers to autocomplete, chat with AI and search code faster.
Codeium is available for team as well, which enables business of all sizes to collaborate coding together.
Codeium features:
- Works on browser and your favorite IDE including JetBrains, Visual Code
- Self-hosted solution available for enterprise
- Admin dashboard to see your usage
- Supports the majority of programming languages like JS, TS, Python, PHP, React, C++, etc.
As an individual developer, you can get it started with a free plan and for teams, it costs $12/month per seat.
OpenAI Codex
Codex (now known as Chat models) is available as an API. This would be suitable for senior developers who want to leverage code completion through an API. Or, if you are looking to build AI coding tools, you can leverage the OpenAI API.
What’s an alternative to OpenAI Codex?
Google Codey API is part of PaLM API suite which offers code generation through API. Code API supports popular programming languages like Java, TS, JS, Go, Python, etc.
AlphaCode
DeepMind’s AlphaCode is an AI system that produces competitive computer programs. It builds codes in response to natural language explanations of a problem using transformer-based language models. It can solve complex programming issues that involve critical thinking, logic, algorithms, coding, and natural language understanding.
Key Features:
- Uses transformer-based language models to develop competitive computer programs
- Solves difficult issues using logic, algorithms, coding, and natural language comprehension
- Employes an ensemble of two huge models with 8 billion and 41 billion parameters and clustering as well
- Trained using a dataset of competitive programming tasks and solutions from GitHub
- Produces cod in a variety of programming languages, including C++, Java, Python, Haskell, etc.
- Displays transformer model’s attention weights to illustrate which tokens were illustrated to generate codes
- Handles issues with various ratings and tags, such as constructive and greedy algorithms
- Generates accurate and efficient solutions passing all test cases in the dataset
Tabnine
Tabnine is a powerful AI assistant that helps developers in enhancing their creativity while coding. With its advanced features and user-friendly interface, it gives a smarter way to code, making it an ideal selection for millions of developers worldwide. Thus, developers can save time and uplift their coding capabilities.
Key Features:
- It can be run on desktop, laptop, server, and cloud
- Ensures security in your code and protects its privacy
- Transforms natural language to code by describing the function
- Completes entire function with hints and codes without exiting the editor
- Completes an entire line of codes in your code editor with a single stroke
- Ensures code quality and maintains consistency by reducing review iterations
- Covers a vast library of languages, including Python, TypeScript, Rust, Go, Bash, and more.
- Can connect your codes to the repositories such as GitHub, GitLab, Bitbucket, and more.
- Trains your model according to your coding pattern and gets customized and smart output.
AskCodi
AskCodi is an AI code assistant developed via Assistiv. ai, which helps developers code quicker and smarter. It is connected with the most common editors, including Visual Studio Code, Sublime Text, Atom, and more.
Moreover, it supports a broad variety of programming languages and frameworks, including Python, Java, JavaScript, C#, Ruby, PHP, CSS, React, Angular, Vue, and more. Therefore, you can avoid errors, learn new skills, and enhance your productivity as a coder.
Key Features:
- Offers extension for your favorite IDEs, including VS code, Pycharm, and more
- Get a solution as a code snippet to any coding-related questions in different languages, including English, German, Polish
- Generates codes from natural languages according to your description and selected programming language (30+ languages)
- View and share your previous searches and created code snippets with your team collaborators
- Examine your code for bugs, performance & security issues, and best practices, and provides improvement suggestions
- Offers applications for both frontend and backend development, documentation, and more.
IntelliCode
Visual Studio’s IntelliCode is an AI-powered coding engine that integrates straight into your coding workflow. It uses machine learning to deliver intelligent ideas and recommendations to developers. Moreover, it streamlines the development process by boosting productivity and offering recommendations.
Key Features:
- Allows you to refactor your code more flexibly
- Identifies duplication in code when detecting local code modifications
- Completes the entire line of codes at once with correctness and consistency
- Displays suggestions at the top of the completion list accompanied by a star icon
- Recognises code context, including variable names, functions, and coding languages as well.
- Recognizes typical coding tasks and recommends the best quick action and can even perform while typing
- Enables you to share codes across multiple contributors to get an advantage from the same intelligent suggestions and recommendations
Replit
Replit is a powerful and versatile IDE that allows you to develop software with the power of AI. It makes coding flexible, more efficient, and more collaborative. Besides, you can even code directly using your web browser. As a result, your coding abilities go to the next level with the help of this platform, whether you’re a novice or an experienced developer.
Key Features:
- Share or host your project and make it live instantly while developing
- Allows you to start coding right away using any language or framework
- Allows you to chat with the AI directly in your IDE using natural language
- Offers a debugger that can recognize your project’s code more efficiently
- Takes your project to the next level with more speed, storage, and memory
- Learn on the go with integrated tutorials and tutorials to build your projects
- Offers built-in live collaboration where you can create apps together from anywhere using any device.
- Supports version control through Git allowing developers to track changes, collaborate and manage codebase.
- Allows developers to work offline with code syncing abilities in the cloud when back online
Blackbox
Blackbox is a sophisticated platform that enables developers to easily create, deploy, and manage machine learning models. It was designed to assist programmers in writing code quicker than ever before.
The platform supports 20+ programming languages and creates amazing code snippets. As a result, developers and basic users can now create amazing apps and products.
Key Features:
- Transform your questions from natural language into codes
- Autocompletes codes while coding in any programming language
- Offers 20+ programming languages, including JavaScript, Python, TypeScript, Go, Ruby, and more.
- You can explore within a library that includes 100+ open-source repos directly through your VS code.
- Developers can discover the greatest code snippet to employ while creating amazing software
- Allows you to extract code from any videos in seconds via the Chrome extension
AutoRegex
AutoRegex is a strong AI-powered application that uses Natural Language Processing to simplify the development of Regular Expressions (RegEx) (NLP). By translating English to RegEx, it enables you to simply generate RegEx patterns without substantial syntax expertise.
Key Features:
- Creates regular expression (RegX) with the power of AI
- Optimizes regular expression to enhance the performance of the application
- Converts English language to RegEx using Natural Language Processing (NLP)
- Enables you to simply generate RegEx patterns without substantial syntactic expertise.
- Simple interface that enables developers to simply select input strings and output formats
- Integrates with programming environments such as Visual Studio Code and JetBrains IDEs.
Amazon CodeWhisperer
Amazon CodeWhisperer gives developers a powerful edge by providing 57% faster build times and 27% higher success rates compared to other development tools.
It uses billions of lines of code from real-world projects to provide cutting-edge instant suggestions, with everything from snippets to full functions, even for unfamiliar APIs.
With CodeWhisperer, tedious coding tasks become quick and seamless so that you can develop amazing applications in no time.
CodeWhisperer is a powerful tool that simplifies code review and security. It helps identify code suggestions similar to open-source training data and provides repository URLs and licenses for faster review.
Key Features:
- Provides instant real-time coding suggestions tailored to each user’s individual needs.
- It is optimized for use with Amazon Web Services.
- Supports multiple programming languages and IDEs.
- Optimized for use with AWS services.
- Built-in security scans, as well as open-source reference trackers and bias avoidance tools, keep your code secure at all times.
- Supports IDEs, including VS Code, IntelliJ IDEA, AWS Cloud9, AWS Lambda console, JupyterLab, and Amazon SageMaker Studio.
- Aligns with the industry standard best practices such as OWASP recommendations or using crypto libraries.
Individual developers can use CodeWhisperer for free, while organizations pay a monthly subscription fee per user without upfront costs or long-term obligations.
Kodezi
Kodezi provides a comprehensive coding solution for developers, students, and teams. This advanced productivity suite automates various coding activities, including optimization, commenting, docstrings, summarizing, debugging, and code generation.
With Kodezi’s efficient features, users can achieve faster results and streamline their workflow.
Developers are provided with a professional conversational platform. Within this platform, they can inquire, create code, and explore their coding resources.
A software solution crafted with cutting-edge technology not only resolves errors but also offers comprehensive explanations for their occurrence and valuable suggestions to ward off future bugs.
Kodezi offers optimization advice to users, helping them identify and eliminate unnecessary lines of code. This process leads to cleaner and more efficient outcomes for their projects.
Key Features:
- Generate code fast using text input, project questions, or instant function creation.
- Optimize code for efficiency by reducing unnecessary lines and syntax.
- Kodezi explains code errors and offers bug prevention advice.
- It helps to generate code documentation with important comments for codebase maintenance.
- Translates code to another language.
- Swap from one framework or language to another instantly without losing context.
- Supports more than 30 languages.
Try Kodezi, a top AI coding assistant that boosts developer efficiency with its rich feature set. Developers can try its free version and, to access advanced capabilities and achieve more in a limited time, can rely on the premium edition.
What The Diff
What The Diff service improves code review by enhancing the quality of pull request descriptions and reviews. With the help of AI, it accelerates the process of merging pull requests effectively without storing any user’s code.
This is achieved by utilizing the GitHub/GitLab API to access the differential data of pull requests and generating descriptive comments through artificial intelligence.
What The Diff aims to optimize the process of code review, enhance communication, and facilitate comprehension of code changes.
It provides contextual explanations for code changes, giving users control over repositories, analysis, file inclusion/exclusion, and generating comments.
What The Diff automates the process of providing status notifications and reports for pull requests. This tool allows your team to stay updated effortlessly, eliminating the need for manual efforts.
Key Features:
- Instant code refactoring
- Pull request summaries
- ML and AI models for code change explanations
- Automated reporting
- Integration and notification options
- Fine-grained controls.
- Supports multiple programming languages.
- Receive notifications through Slack, email, or a custom webhook
It has a free plan as well as a paid plan if you need more tokens or want to use it on multiple repositories.
Conclusion
With the help of the above AI coding tools, you can cut down the overall development time and cost. As a result, you can reduce time to market and offer cost-effective solutions.