10 Best AI Python Code Generators in 2024 [Free & Paid]

As technology continues to advance, the integration of artificial intelligence (AI) into software development has become increasingly prevalent. Developers today have access to a variety of AI-powered tools that can automate and assist in the coding process. In 2024, the landscape of AI Python code generators has evolved, offering a range of options for both free and paid solutions.

Explore the Top AI Python Code Generator Tools

In this article, we'll explore the top 10 AI Python code generators that developers can leverage to enhance their coding efficiency.  

1. Amazon CodeWhisperer

Verdict: Individual developers can use it for free to generate and suggest code.

Price: Professional version is available for $19 per month.

Amazon CodeWhisperer stands out as an AI Python code generator developed by Amazon to assist coders in real-time. It provides code suggestions based on existing code and comments, utilizing billions of lines of code for reference. CodeWhisperer supports various programming languages and is compatible with popular IDEs such as JetBrains IDEs, Visual Studio Code, AWS Cloud9, and more. It not only automates repetitive tasks but also enhances code security and accuracy through machine learning-powered suggestions.

2. Tabnine

Verdict: Works with most popular code editors.

Price: Pro version is $12/month.

Tabnine is an AI assistant for developers that predicts and suggests the next lines of code by analyzing context and syntax. It supports multiple programming languages and integrates seamlessly with various code editors. Tabnine focuses on improving productivity and code quality through smart completion suggestions and error detection. Users can customize recommendations according to their preferences and coding style, making it a versatile choice for developers looking to save time and write code more efficiently.

3. Jedi

Verdict: Developers can use it as a plugin in IDEs and editors for static analysis using Python.

Price: Free and Open Source.

Jedi is an open-source AI Python code completion solution that developers can use as a plugin in IDEs and editors. It offers features like code autocompletion, go-to, search, find, and refactoring. Jedi supports multiple Python versions and provides code completion suggestions as you type. With compatibility across various editors and projects, including Visual Studio Code, Sublime Text, Vim, Emacs, and more, Jedi is a free and accessible tool for developers of all levels.

4. GitHub Copilot

Verdict: Helps you spend more time building great software instead of creating boilerplate code.

Price: Copilot for Individuals $10 per month / $100 per year, Copilot for Business new $19 per user.

GitHub Copilot, based on the OpenAI Codex language model, is a top AI Python code generator that assists developers in crafting high-quality code faster. It draws insights from a vast pool of public code repositories, suggesting entire lines of code, complete functions, and providing comments. Copilot adapts to your coding style and supports multiple programming languages. While it enhances productivity and reduces errors, developers should be mindful of its use of publicly available code repositories, raising potential intellectual property concerns.

5. IntelliCode

Verdict: GitHub’s open-source projects with a minimum of 100 stars were used in training for this AI code completion tool.

Price: Starting from $45 per month.

Microsoft's IntelliCode is an AI-based tool designed to provide intelligent recommendations and code completion as developers type. Trained on half a million open-source code completions on GitHub's projects, IntelliCode learns and improves its effectiveness over time. It helps developers write Python code faster and navigate/debug code more efficiently. With support for Visual Studio and Visual Studio Code, IntelliCode offers auto-completion for whole chunks of code and maintains a consistent code style based on your local codebase.

6. Wing Pro

Verdict: Includes an error-checking tool that improves your editing experience.

Price: One-Year License for Wing Pro: $179.

Wing Pro is an AI Python code generator that provides high-quality, context-appropriate suggestions by analyzing static and runtime code. It includes an error-checking tool, enhancing the overall editing experience. With auto-completion features in both the editor and Python shells, Wing Pro aids developers by automatically inserting parameters into functions and methods. While offering a 30-day free trial, Wing Pro caters to professional developers working on a wide range of applications developed with Python.

7. AIXcoder

Verdict: Handles your codes with AI technology, allowing you to concentrate on more critical and complex tasks.

Price: Free program.

AIXcoder focuses on intelligent programming, allowing developers to benefit from AI technology handling their Python coding tasks. By suggesting entire lines of code, AIXcoder enables faster development, freeing up developers to focus on more complex challenges. The tool supports customization to meet specific team or business needs and utilizes deep-learning models trained on millions of open-source code snippets. AIXcoder provides an offline version for code safety and convenience.

8. Replit

Verdict: Users can collaborate, code, and learn together in a collaborative and interactive environment.

Price: Information not provided.

Replit offers a collaborative and interactive environment for users to code and learn together. The Ghostwriter code assistant within Replit streamlines the coding process with AI by providing contextually relevant code suggestions. It supports advanced inline suggestions, error identification, and correction, and allows users to code within documents. While requiring an internet connection for code execution, Replit's cloud-based environment facilitates collaboration and learning.

9. Codiga

Verdict: Capable of static code analysis, improving efficiency, safety, and cleanliness of code.

Price: Information not provided.

Codiga stands out as a tool capable of static code analysis, integrating with various platforms, IDEs, and programs. It enhances code efficiency, safety, and cleanliness through static code analysis, offering real-time code fixes and smart code snippets. While supporting multiple programming languages, Codiga aids in simplifying code reviews, maintaining code quality, and ensuring security.

10. Ponicode

Verdict: Aims to deliver defect-free software quickly using AI technology.

Price: Information not provided.

Ponicode focuses on achieving defect-free software by leveraging AI technology to enhance code writing speed and efficiency. The tool supports Java, Python, and JavaScript, allowing developers to create robust solutions and maintain code quality effortlessly. Ponicode's AI-powered tools aim to balance code quality, speed, and innovation, eliminating monotonous processes in software development.

Final Words

The article contains a diverse range of AI Python code generator tools catering to different developer needs. Whether you are looking for free options like Jedi and AIXcoder or considering paid solutions like GitHub Copilot and Wing Pro, or you can find more AI tools to enhance productivity, code quality, and overall development efficiency. Developers should carefully evaluate the features and limitations of each tool to select the one that aligns with their project requirements and coding preferences. With the power of AI, the future of coding is becoming more accessible and efficient for developers worldwide.