In this post, you’ll be walked through an introduction to AI-powered code generators and some of the best AI code generators you can use in 2024.
What are AI Code Generators?
AI code generators are software tools that employ AI and ML algorithms to generate code based on user inputs, prompts, or specifications. Their understanding of natural language helps them translate human language instructions into machine code, enabling developers to create software without having to write each line of code manually.
How useful are they to developers?
- They save time by automating the generation process for more complicated tasks like system design and algorithm refinement.
- They reduce the manual typing effort and speed up the development process.
- They create a learning platform for novice coders by providing educational examples and explanations.
- They help minimize syntax errors and logic mistakes, increasing code quality.
10 Best AI-powered Code Generators for 2024
1. Codiumate by CodiumAI
Codiumate is one of the most powerful solutions if you are looking for an AI-driven code generator in 2024. Why? It uses the latest generative AI technologies and fine-tuned models to generate code snippets for your requirements in seconds. It offers plenty of features for developers.
Key features:
- Codiumate provides you with a user-friendly chat interface (Codiumate Chat) in the code editors, allowing you to have a seamless and efficient coding experience.
- It can be integrated with popular IDEs such as Visual Studio Code, IntelliJ IDEA, and other JetBrains IDEs.
- Codiumate supports widely used programming languages, including Python, TypeScript, JavaScript, Java, Golang, and more.
- You can interact with its most powerful AI model through chat and generate highly accurate code snippets in seconds according to your needs.
- Codiumate allows you to insert the generated code snippets into your code in a single click rather than copying and pasting them.
- While providing the generated code, it clearly explains each part, allowing you to easily understand its functionality.
- If you need more help, it offers multiple built-in commands, such as code suggestions and enhancements, explanations, docstrings, etc.
- With Codiumate, you can quickly test your existing or newly generated code and build a complete test suite to increase code quality.
Codiumate is free for everyone.
2. GitHub Copilot
GitHub Copilot is another AI-driven tool that developers and organizations use to simplify their coding processes. Since it uses more advanced and the latest machine learning and AI techniques, GitHub Copilot offers a variety of features to help you generate more efficient and accurate code.
Key features:
- GitHub Copilot predicts and completes entire lines or blocks of code as you type.
- It offers real-time code suggestions based on the context of your code, helping you write code with less effort.
- It can turn natural language prompts into coding suggestions based on your project’s context and style conventions.
- It can generate reusable templates and code snippets for common and repetitive tasks and functions, saving you valuable time.
- It easily integrates with popular IDEs such as Visual Studio Code, JetBrains IDEs, Neovim, etc., and supports a vast array of programming languages.
GitHub Copilot has three pricing options: Copilot Individual for individual developers at $10/month or $100/year, Copilot Business for small teams or startups at $19/month, and Copilot Enterprise for enterprise-level organizations. You need to contact GitHub for cost information for this plan.
3. Amazon Q Developer
Amazon Q Developer, introduced by Amazon Web Services (AWS), is the most advanced AI assistant available for AWS users worldwide. It uses the latest generative AI technologies to offer various features and give its users an amazing coding experience.
Key features:
- Amazon Q Developer uses the context of your current project to create an implementation plan and generate the corresponding code.
- Based on the project’s context, it can generate complete code snippets or functions within seconds, speeding up the coding process.
- The tool allows you to ask for updates and improvements to code snippets from its chat panel.
- It automatically generates accurate suggestions as you write code based on your existing code and comments.
- It supports multiple IDEs, such as Visual Studio Code, JetBrains IDEs, and AWS coding environments, as well as programming languages like Java, Python, JavaScript, and more.
This tool offers two pricing plans: Amazon Q Developer Free Tier, which is free but with limited features, and Amazon Q Developer Pro Tier, which offers more advanced features at $19/user/month.
4. Tabnine
Tabnine is one of the popular AI code writers available for developers. It generates efficient code and provides suggestions in real time, simplifying the coding process with its rich set of features.
Key features:
- Tabnine provides context-aware suggestions based on your specific code and patterns for a highly personalized AI experience.
- It can deeply analyze your code, understand the context, and generate relevant code snippets.
- For repetitive coding, Tabnine can generate boilerplate codes and templates, saving you valuable time.
- With Tabnine, you can develop your own AI models to generate more tailored code blocks.
- While it generates codes, Tabnine identifies potential bugs and errors in your code and fixes them.
- It supports various programming languages (Python, Java, Ruby, etc.) and IDEs (VS Code, Android Studio, etc.).
Tabnine offers three pricing options: Basic, which is free; Pro, which starts at $12/month; and Enterprise, which starts at $39/user/month, each with different features.
5. Replit
Replit is an AI-driven platform that integrates the power of AI with a collaborative coding environment. It features Ghostwriter, an AI assistant that offers real-time code suggestions, completions, and enhancements.
Key features:
- It suggests and generates code snippets as you type, accelerating the development and reducing errors.
- The tool allows you to describe the desired code functionality in plain language, and it will create the relevant code blocks within seconds.
- It provides clear and concise explanations for your existing code.
- It can modify existing code to improve its structure, efficiency, or readability according to coding best practices and standards.
- It supports plenty of programming languages and some widely used popular IDEs.
- This tool can be used in a collaborative environment, allowing multiple programmers to work together on a project.
Replit comes under four pricing plans: Starter for free, Replit Core for $20/month, Teams for $40/month and Enterprise with customizable pricing.
6. AskCodi
AskCodi is an AI code writer designed to enhance and simplify the coding process. Its powerful tool, Code Generator, enables developers to swiftly produce code snippets and complex structures tailored to their specific needs.
Key features:
- AskCodi generates code snippets and complex structures in less than a minute, specifically tailored to your requirements.
- It supports a variety of programming languages (65+) and widely used IDEs for a personalized coding experience.
- AskCodi can quickly generate the base code for your project, removing the need to code from scratch.
- It can generate not just simple snippets but also complicated code structures, facilitating complex project development and improving overall efficiency.
- The tool provides a user-friendly UI that is easy to use, making your coding process more interactive.
AskCodi has three cost profiles: free, which has no cost; premium, which costs $9.99/month and has advanced features; and Ultimate, which costs $29.99/month and has all the features.
7. OpenAI Codex
OpenAI Codex is a highly versatile AI-powered code generator that can create code across multiple programming languages. It is particularly adept at tasks such as code translation, autocompletion, and crafting detailed functions or classes.
Key features:
- Codex is capable of synthesizing new code based on your requirements for rapid development.
- This tool can create complex functions and classes from natural language descriptions or partial code snippets.
- Based on the project’s context, it provides intelligent autocompletion in real time.
- It can generate code in numerous programming languages, including Python, Java, Go, and Ruby.
- It supports integration with popular IDEs to provide a smooth coding experience.
Codex is a free API that can be used within a given number of tokens.
8. Codiga
Codiga is a popular AI-powered tool designed to enhance coding efficiency and code quality. It offers intelligent code suggestions and creation, quality insights, and real-time feedback to help you write cleaner and more reliable code.
Key features:
- Codiga analyzes the generated code blocks, offering feedback and suggestions to enhance code quality.
- The tool delivers contextual code recommendations while you type to provide a smooth coding experience.
- It allows you to create and use custom code templates for repetitive tasks, saving time.
- It easily integrates with popular IDEs like Visual Studio Code, Visual Studio, and JetBrains IDEs.
- You can use your favorite programming language, as Codiga supports 10+ programming languages.
- It provides capabilities for refactoring the existing code and allows multiple developers to work together.
Codiga provides two pricing profiles: Basic, which is free to use for a single user, and Teams for $14/month with more features.
9. MutableAI
Mutable.ai is an AI-driven software development platform designed to speed up and enhance the efficiency of software development workflows. With its features, you can simplify your coding processes with less manual effort.
Key features:
- MutableAI generates code snippets that match the defined requirements and context of your project.
- It provides code suggestions based on the project’s context, ensuring they are relevant and accurate.
- The tool offers real-time refactoring suggestions, where you can improve code structure and performance as you code.
- It can be Integrated with Multiple IDEs and supports a vast array of programming languages.
- Additionally, it offers features for reviewing and analyzing code quality.
There are three main cost profiles: Basic, which is free and open-source; Premium, which costs $15/month and has some exciting features; and Enterprise, which is customized and has all the features.
10. CodeT5
CodeT5 is a free AI code generator built to understand and generate code. It is useful for various software development tasks, such as code completion, summarization, and generation.
Key features:
- CodeT5 is a pro at generating accurate and relevant code that aligns with the context of your project.
- The tool can summarize complex code snippets and provide you with well-detailed explanations of their functionality.
- It can translate natural language descriptions into executable code so you can describe what you need in plain language.
- It allows you to translate code from one programming language to another, emphasizing the interoperability between different technologies.
- CodeT5 is pre-trained on a broad set of programming tasks and languages, making the generated codes less error-prone.
- It supports a pool of programming languages and IDEs, allowing you to have a personalized experience.
CodeT5 is free and can be used as an open-source tool.
Conclusion
AI-powered code generators are revolutionizing the software development processes by improving productivity and teamwork and automating code creation. They are helpful for reducing errors, speeding up repetitive work, and supporting beginner and experienced developers with suggestions.
This post introduced AI code generators, explained how they benefit developers, and described the top 10 tools for generating accurate code for your projects. It will help you choose the correct tool that suits your technical and cost requirements.
