Are you interested in making computer programs but need help understanding all those complex codes? Artificial Intelligence (AI) code tools are here to help. These fantastic tools use innovative technology to make programming more accessible for everyone, even if you’re just starting.
In this article, we’ll explore AI code tools, the top 15 best AI code tools, and how they can make your coding journey smoother and more enjoyable. So, let’s dive in and unlock the world of coding with AI!
What is an AI Code Generator?
An AI code generator is a computer program that helps people create code for software or websites. Instead of writing lines of code manually, which can be time-consuming and tricky, an AI code generator does the hard work for you.
It uses advanced algorithms and patterns to generate code based on your instructions. For example, you’re building a website and need to create a contact form. Instead of figuring out how to write the code for the form from scratch, you can use an AI code generator.
You input what you want the form to do – like collecting names, emails, and messages – and the generator creates the necessary code for you.
It’s like having a chef who follows your recipe to cook your favorite meal. You give them the ingredients and instructions, and they do the cooking. The AI code generator works similarly—you give it the instructions, and it creates the code for you.
AI instantly generates code for form functions to collect data effortlessly.
One of the best things about AI code generators is that they’re accessible to people with all levels of coding experience. Even if you’re just learning about coding, you can still use an AI code generator to help you build projects more efficiently.
An AI code generator is a handy tool for creating computer programs. It saves time and effort by automatically creating some of the code needed for a project. Just like having a helpful assistant, it can make the programming process easier and faster.
9 Benefits Of Using AI Code Tools
AI coding tools are becoming increasingly popular among programmers. These tools are designed to assist developers in writing, debugging, and optimizing code more efficiently.
Let’s explore some of the key benefits of using AI coding tools, explained in simple terms for those new to the concept:
| Error Detection and Correction | AI coding tools help spot mistakes in your code and offer suggestions to fix them. This means fewer errors and less time spent debugging. |
| Code Autocompletion | Imagine typing a few letters and having the tool automatically suggest the rest of the code. AI coding tools can do just that, making coding faster and less prone to typos. |
| Improved Efficiency | By automating repetitive tasks, AI coding tools allow developers to focus on more creative aspects of programming. This leads to faster development cycles and quicker deployment of projects. |
| Enhanced Learning | AI coding tools significantly benefit beginners by providing instant feedback and suggestions. This helps them better understand coding concepts and improve their programming skills. |
| Cross-Language Support | AI coding tools handle everything, whether coding in Python, JavaScript, or any other language. They are versatile and can adapt to various programming languages, making them valuable for developers of different technologies. |
| Optimization Suggestions | AI coding tools analyze your code and suggest optimizations to make it run faster or use fewer resources. This ensures that your applications are efficient and performant. |
| Access to Libraries and Resources | These tools often come with built-in access to libraries and resources, saving developers the time and effort of searching for solutions online. This streamlines the development process and reduces dependency on external sources. |
| Best Practices Encouragement | AI coding tools often adhere to industry best practices and coding standards. By following these guidelines, developers can write cleaner, more maintainable code that is easier to understand and collaborate. |
| Increased Productivity | Ultimately, using AI coding tools increases developers’ productivity. Tasks that would typically take hours can be completed in minutes with the assistance of these tools, allowing teams to accomplish more in less time. |
AI code tools simplify writing, debugging, and optimizing code efficiently.
Top 20 Best AI Code Generator Tools
1. Tabnine
To help developers write code more quickly, Tabnine is an AI-powered code completion tool. The integration of Visual Studio Code, PyCharm, IntelliJ IDEA, and other well-known code editors and IDEs (Integrated Development Environments) is supported.
The tool analyses a developer’s codebase to learn patterns and everyday practices, which it then uses to offer accurate and contextually relevant suggestions as the developer types. Tabnine supports multiple programming languages, including Python, JavaScript, Java, C++, and more.
Tabnine supports multiple programming languages.
| Pros | Cons |
| Offer highly accurate autocompletion suggestions, saving time and effort while coding, Tabnine does.Support a wide range of programming languages, enhancing developers’ versatility.Ensure intelligent suggestions based on context, improving coding productivity and its AI-driven approach.Tailor suggestions according to their coding style and preferences, enhancing personalization users can.Integrate with popular code editors, ensuring ease of use across different platforms, Tabnine does. | Consume significant system resources, particularly when generating suggestions, may affect performance.Concern about data privacy as Tabnine analyses code snippets locally and sends them to its servers for processing.Adapt to the tool’s suggestions and customizing settings to suit their workflow may initially require time for users. |
Pricing
- Starter: Free
- Pro: $12 per user per month
- Enterprise: Contact for pricing
2. CodeGrip
Codegrip is a cloud-based solution platform specializing in automated code review and enterprise software analytics. Its suite of solutions aids programmers in enhancing code quality by pinpointing project issues and bugs that may affect various aspects, such as performance and efficiency.
Furthermore, Codegrip facilitates senior developer reviews of code authored by junior developers, fostering a conducive code review and improvement environment.
First, you upload your code to CodeGrip. Then, CodeGrip compares your code to a set of rules to see if there are any problems. It can find things like spelling mistakes, parts of the code that are hard to understand, or places where the code might need to be fixed.
Automates code analysis to detect errors and enhance code quality.
| Pros | |
| Eliminate the need for expertise in computing to comprehend it with a user-friendly interface.Assist in identifying mistakes within your code, thereby preventing potential time and frustration.Detect errors and provide recommendations for enhancing your code.Accommodate multiple languages: Whether you code in Java, Python, or any other language, CodeGrip extends its assistance to meet your needs. | Have certain limitations compared to the paid version Conduct code checks can be time-consuming, particularly when dealing with extensive code for review. |
Price:
- Individual: Free
- Business: $12 per user per month
- Enterprise: $7,5 per user per month
- Self Hosted: Contact for pricing
3. Sourcery
Sourcery, as one of the premier AI code completion tools tailored for programmers, offers a plethora of functionalities to streamline and enhance the coding experience. Its capabilities extend beyond mere code completion, encompassing tasks such as comprehending new programming interfaces, refining code organization, and even generating code snippets instantly.
Moreover, Sourcery provides immediate feedback on every pull request, ensuring that each feature or code modification adheres to predefined standards before merging with the team’s repository. This facilitates a smoother integration process, fostering collaboration and maintaining code quality throughout the development lifecycle.
Sourcery is especially good at working with Python code. It uses artificial intelligence to automatically improve your Python code, making it easier to read and maintain.
You can use Sourcery right inside your code editor, and soon, they’ll release a version that anyone can try out for free. Sourcery aims to make your coding experience smoother and more efficient, saving time and helping you write better code.
You can use Sourcery right inside your code editor.
| Pros | Cons |
| Enhance code readability and maintainability.Provide real-time suggestions in the IDE.Offer bulk analysis with the Sourcery CLI.Support unlimited custom rules.Provide quantitative insights into code quality. | Require some time to learn and adapt to its features.Consider opting for a cheaper alternative to a monthly subscription for individual users. |
Prices:
- Open Source Projects: Free.
- For All Projects: $10 per Month with a 14-day free trial available.
- For Teams: $30 per Month per team member.
4. GitHub Copilot
GitHub Copilot is a useful AI tool for writing code, and GitHub and OpenAI make it. It’s like having a virtual partner to help you write code faster and better. As you type, Copilot suggests lines or blocks of code to use. It’s brilliant because it has learned from lots of code already written by people and can understand many different programming languages and styles.
One great feature of GitHub Copilot is that it learns from how you write code. This means it improves over time when suggestions that fit your style are given. So, the more you use it, the more it feels like it’s working just for you.
One fascinating aspect of this software is its ability to autonomously refine and customize code snippets to integrate with your specific project requirements.
Instead of merely duplicating code from disparate sources, it actively adapts and tailors them, amplifying their utility and relevance to your work, thus enhancing its overall assistance and productivity.
Copilot suggests lines or blocks of code to use.
| Pros | Cons |
| Suggest code as you type, saving time and effort.Understand many programming languages and styles, so it’s versatile.Learn from your coding style, making its suggestions more accurate over time.Team up with a coding buddy feels like having an invaluable resource, particularly when tackling tasks solo.Help beginners learn coding by providing helpful suggestions and examples. | Adjust GitHub Copilot’s suggestions may be necessary sometimes, as they may differ from what you need.Rely heavily on the code it’s been trained on, potentially leading to biases or limitations. |
Price:
- Copilot Business: $19 per user/month
- Copilot Enterprise: $39 per user/month
- Copilot Individual: $10 per month / $100 per year
5. Amazon CodeWhisperer
CodeWhisperer serves as a versatile coding assistant, leveraging machine learning to offer suggestions. It generates code segments seamlessly within developers’ preferred integrated development environment (IDE).
Users activate CodeWhisperer by crafting comments in plain language to articulate their desired task. The recommendations span from concise lines of code to complete functions or classes, all adapted to the specific context of the ongoing code.
It can suggest small bits of code or even whole functions in real time. This is possible because it has learned from billions of lines of code. This makes coding smoother, especially when using new tools or software features.
It helps keep the code clean by showing suggestions from other open-source projects. It also quickly helps find and fix security problems by following strict security rules like OWASP.
With CodeWhisperer, users can adjust the suggestions to fit their needs.
| Pros | Cons |
| Provide real-time suggestions to make coding easierHelp maintain code quality by suggesting open-source projectsIdentify and fix security issues quicklyCustomize to fit individual or company coding standardsHelp new employees get started rapidly with relevant suggestions | May overwhelm beginners with too many suggestionsRequire internet connection for real-time suggestions |
Price:
- Individual: Free
- Professional: $19/user/month
6. Sourcegraph Cody
Cody offers a range of essential functionalities to enhance coding efficiency and problem-solving. These include AI-driven autocomplete for swift code completion across multiple programming languages, configuration files, and documentation, facilitating faster coding.
Additionally, Sourcegraph Cody is suitable for a range of users, including beginners, juniors, seniors, and managers. Its AI-powered chat feature assists in addressing queries related to repository structures, file functionalities, component definitions, and code challenges, aiding in overcoming obstacles.
Moreover, users can leverage custom and pre-built commands to streamline tasks like code explanation, unit test generation, and code quality assessment, ensuring smoother code development processes.
Cody’s best features is its intelligent code completion.
| Pros | Cons |
| Accelerate coding and streamline the process, and intelligent code completion saves time and enhances coding ease.Detect and automatically fix bugs to prevent errors in your code.Offer helpful suggestions for improving your code quality through code reviews.Provides relevant suggestions based on the context of the code.Improve code quality and reduce debugging time. | Require an internet connection to access its features.Optimize your code to ensure it functions perfectly with only some programming languages. |
Price:
- Free Tier: No cost
- Pro Plan: $9 per month (free until February 2024)
- Enterprise: Pricing details to be announced.
7. Codiga
Codeium is an intelligent tool that helps developers with their coding work. It’s like having a helpful assistant for coding tasks. One of its best features is the code autocomplete function. This means that Codeium can suggest or even create new parts of the code for you when you’re writing code.
It’s good at understanding how your code looks and what you’re trying to do. This makes coding faster and helps to keep everything consistent and error-free. Plus, Codeium can work with many different programming languages and coding editors, so it’s versatile and easy to use.
Codeium can propose or generate code snippets as you write.
| Pros | Cons |
| Employ advanced AI to streamline and accelerate the coding process.Analyze your code, offer suggestions, generate new segments, and streamline your workflow.Assist in resolving code problems and creating comprehensive documentation.Support over 70 programming languages. It facilitates usage across various projects.Integrate with more than 40 coding editors, providing developers with convenience and flexibility. | Master its features might take some time since it’s a powerful tool.Become overly reliant on Codeium might hinder developers’ coding skills. |
Pricing:
- Basic: Free
- Team: $14.00/1 User Per Month
8. DeepCode
DeepCode is an AI for programmers. It is a cloud-based service employing machine learning for codebase examination to identify security vulnerabilities and potential errors, and now extends its capabilities to analyze C and C++ code.
Utilizing insights from analyzing numerous open-source projects, DeepCode offers comprehensive feedback for projects hosted on code platforms or stored locally.
Its developers assert that it delivers superior and more nuanced feedback compared to traditional code analysis tools by evaluating code within its operational context rather than merely as static text.
It was made by experts who know a lot about computers and coding. DeepCode is excellent for ensuring the code works well and is safe. It’s especially helpful because it uses AI to make the process easier for developers.
DeepCode is excellent for ensuring the code works well.
| Pros | Cons |
| Help developers find and fix mistakes and security problems in their code in real-time.Provide practical suggestions to improve the quality and safety of the code.Make the process of writing secure code easier by leveraging the power of AI.Offer centralized management for various aspects of software development, making it easier to manage.Enhance developer productivity by offering one-click security fixes and comprehensive app coverage. | Navigate DeepCode’s interface might require assistance for some users.Understand and fully utilizing DeepCode’s features might take time for developers. |
Price:
- Free: $0 monthly for individual developers or small teams with unlimited developers but limited tests.
- Personal: $5.99 monthly for individual developers.
- Team: $25 per month per product.
- Enterprise: Contact sales for pricing.
9. AskCodi
AskCodi is a helpful AI coding tool for developers that can also be used with other coding programs, such as Visual Studio Code and JetBrains’ IDEs. It provides insights into time complexity, creates code automatically, and generates tests. It also helps with documentation and has a function that suggests code while typing.
The chat interface is user-friendly, and conversations can even be saved for later. AskCodi also integrates easily with popular coding programs like VS Code and Jetbrains, making it convenient for developers.
The Visual Studio Code tool called Codi Chat.
| Pros | Cons |
| Make coding more accessible and fasterProvide guidance and support for usersEnhance communication efficiency with our user-friendly chat interface.Simplify development tasks by seamlessly integrating with popular coding programs.Accelerate project completion as it helps streamline workflows and boost productivity. | Explore alternative coding tools to reveal their richer feature sets beyond what this one offers. Delve into coding might overwhelm newcomers unaccustomed to its intricacies and complexities. |
Price:
- Basic: Free
- Premium: $8,33 per user per month
- Ultimate: $24,99 per user per month
10. CoPilot.live
CoPilot.live offers a new way of getting help using artificial intelligence. It makes it easier for businesses and individuals to get quick, accurate support that understands their needs. With CoPilot.live, you can choose from different plans to fit your requirements.
The “Welcome Plan” is free and offers personalized assistance. If you need more, the “Standard Plan” costs $20, lets you create up to three CoPilots, and offers extra features like customizable themes and scheduled data syncing.
For those with unique needs, a “Custom Plan” option allows you to tailor your CoPilot experience according to your needs.
CoPilot.live offers a new way of getting help using the power of AI.
| Pros | Cons |
| Tailor your pricing options to suit different budgets.Explore a range of CoPilots tailored for specific tasks.Utilize advanced features such as customizable themes and automated data source syncing.Take advantage of the free trial offered with the “Welcome Plan” to test out the service.Retain CoPilots even during periods of inactivity with the paid plans. | Evaluate whether the pricing is high for your needs.Explore upcoming features like lead capture and integrations. |
Price:
- Welcome Plan: Free
- Standard Plan: $20 per month
- Pro Plan: $79 per month
- Custom Plan: Custom pricing is available upon request.
11. AI Helper Bot
OpenAI Codex, a newer version of GPT-3, is an intelligent coding tool that can understand human language and convert it into usable code. It can work with many programming languages, such as Python, JavaScript, and more, which is helpful for developers with different needs.
Codex can remember more details with better memory, making it better at understanding and executing tasks. Plus, it’s now easier to communicate with software using English commands.
| Pros | Cons |
| Support multiple programming languages, making it versatile for developers.Improve memory capacity enables better understanding and execution of tasks.Enable natural language interaction with software, simplifying communication.Adapt to various programming tasks, from code explanation to refactoring.Offer for free during its private beta period. | Offer limited availability during the private beta phase.Embrace the challenge of navigating a natural language interface. |
Price:
- Beta Period: Free
12. Replit
Replit is a helpful tool for coders. It uses artificial intelligence to assist them in creating and deploying applications. It works with many programming languages, including Kotlin, Rust, Golang, HTML, CSS, Haskell, R, and Elixir.
There’s also an online editor where you can write code and collaborate with others. One great feature of Replit is Ghostwriter. This tool suggests words as you write code, making it faster and easier.
Another good thing is proactive debugging. Ghostwriters can find mistakes in your code and offer solutions right away. Also, Replit lets you chat with others inside the editor. This is useful when you have programming questions.
Replit is a helpful tool for coders.
| Pros | Cons |
| Help you write code faster.Be proactive in debugging find mistakes quickly.Allow you to get help without leaving the editor with chatbot.Make it easy to deploy your apps online.Support many programming languages so that you can use it for different projects. | Consider exploring alternative pricing options if you find the current rates too expensive. Invest time in mastering all the features of Replit to maximize its potential. |
Price:
- Free plan: It’s free to use but has limited features.
- Hacker plan: Costs $7 per month or $74 per year.
- Pro plan: Costs $20 per month or $220 per year.
13. CodeT5
CodeT5, developed by Salesforce Research, introduces a new way to understand and create code. These AI tools for programmers use Transformer technology, a unique software architecture, to help computers understand natural languages (like English) and programming languages, specifically focusing on Python and Java.
By focusing on how words and code relate, CodeT5 makes it easier for programmers to write and understand code. One particular thing about CodeT5 is that it can do two different tasks simultaneously. It can predict missing parts of code, like filling in the blanks in a sentence, and it can also label different parts of code to help understand what they do.
This makes it great for understanding how code works and for helping write new code. CodeT5 can do many things, like turning descriptions into code, finishing incomplete code, and even explaining what a piece of code does in plain English.
How CodeT5 works and creates codes.
| Pros | Cons |
| Offer many functions, including generating code from text, completing code, and summarising code logic.Simplify complex coding tasks with CodeT5, enhancing efficiency and reducing workload.Harness the power of Transformer technology to streamline code analysis and generation seamlessly.Revolutionize software development workflows, elevating productivity and refining code standards.Access AI-generated code effortlessly, democratizing advanced coding solutions for all developers. | Verify the output of CodeT5 for accuracy and apply necessary corrections as needed, as its results may vary.Refine your understanding and judgment when tackling intricate coding challenges, as CodeT5’s capabilities may not fully substitute for human insight. |
Price: Free
14. Seek
Seek AI is a powerful new platform that leverages Generative AI to empower businesses to unlock the insights hidden within their data. Specifically, Seek AI excels at generating natural language answers to your data queries, seamlessly integrating with existing Database, Data Mining, and Power BI systems.
This eliminates the need for complex SQL coding and empowers a wider range of users to access and understand critical business information. With Seek AI, users can ask questions in regular English, and the platform will give them accurate answers immediately. This makes it much simpler for people who aren’t data analysis experts.
One of the best things about Seek AI is its easy use. Even if you’re not a data expert, you can get the information quickly and accurately. The platform also takes security seriously, so you can trust that your data is safe.
Seek AI can automatically do much of the work for you, saving time and making your business more efficient. Its user-friendly interface makes navigating and finding what you’re looking for easy.
Seek AI: Leveraging Generative AI for enhanced business data comprehension.
| Pros | Cons |
| Convert natural language queries into SQL, simplifying data retrieval.Utilize patented Workflow(TM) technology to minimize inaccuracies, ensuring reliable insights.Feature a user-friendly chat interface, making complex data queries accessible to non-technical users.Provide answers 60 times faster than the industry average, enhancing decision-making efficiency.Maintain SOC 2 Type II standards, ensuring data privacy and security. | Have limited pricing information. The current need for pricing details may pose challenges for budget planning.Need time to familiarise themselves with the platform’s features and capabilities |
Pricing:
- Free trial available
Conclusion
In conclusion, these top 15 AI code tools represent a significant advancement in software development. Their innovative features and user-friendly interfaces streamline coding processes and empower developers to create more efficiently.
These tools offer valuable support to developers at every stage of the coding journey, from automating repetitive tasks to enhancing code quality and accuracy.
By incorporating these AI-powered tools into their workflow, developers can boost productivity, overcome challenges, and stay ahead in today’s rapidly evolving tech landscape.
Ask Frequently Questions
Which AI Tool Is Best For Coding?
The best tool depends on your needs, programming language preferences, and project complexity. Several AI tools are available for coding, each with strengths and capabilities. Some popular ones include OpenAI’s Codex, GitHub Copilot, and DeepCode.
Can AI Make Code More Efficient?
Yes, AI can make code more efficient in various ways. AI-powered tools can automate repetitive tasks, provide suggestions for optimizing code, detect bugs and vulnerabilities, and even generate code snippets based on provided requirements.
By applying AI, developers can streamline their workflow and focus more on creative problem-solving.
How Does AI Help With Coding?
AI helps with coding by providing developers with tools and capabilities to improve productivity, code quality, and efficiency. AI-powered code editors can offer intelligent code completion, suggest relevant code snippets, detect errors, refactor code, and generate code based on natural language descriptions.
Additionally, AI algorithms can analyze large codebases to identify patterns, best practices, and potential improvements.
What Is The Key Concern With Using AI To Generate Code?
One key concern with using AI to generate code is the potential for introducing errors or vulnerabilities. While AI tools can be compelling and helpful, they may only sometimes produce flawless code, especially for complex or specialized tasks.
Additionally, there are ethical considerations regarding using AI-generated code, such as ensuring proper attribution and avoiding plagiarism. Developers should carefully review and test AI-generated code to ensure its correctness, reliability, and security.
Jeng Nguyen has nearly 10 years of experience ranging from project management, operations, business development, customer service, content creation, video production, photography, website development, social media marketing, email marketing, advertising, SEO and sales.
Well-known as an ace Digital Marketing expert throughout various industries in Vietnam, Australia and the USA - Jeng is known for the success rate that he achieves whilst finding solutions tailored best for each unique business.
Jeng's mission is to revolutionize customer experience, starting with the journey of Attraction - Interest - Desire – Action. Together with a multi-expertise team at ROI Digitally, Jeng aims to provide businesses unprecedented breakthroughs in Return-on Investment from their customers.
