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Best AI Code Generators: The Ultima
What are the best AI code tools in 2024?
Update: January 16th, 2024: Added one new AI tool!
A lot of coders are starting to use AI writing tools all the time. Today, you’ll learn about the best code makers that use AI to make high-quality code.
Want to find out more? Keep reading!
Is it possible to code with AI tools?
Yes, AI tools can be used to code. It is not only possible to use AI tools for writing, but it can also greatly improve efficiency and productivity.
AI code comes from artificial intelligence (AI). These AI programs can write their own code or even read code written in different languages. They also do things like help with automatically creating documents and finding code snippets more quickly.
Open AI’s Codex is one of the most used tools. It is an AI system that turns normal words into code. Codex is the company that runs GitHub Copilot, another well-known AI programming tool.
There are simple commands that OpenAI Codex can understand and carry out for the writer. In other words, a natural language interface can be added to the app.
Since OpenAI Codex is a general-purpose programming model, it can be used for almost any computing job. The tool is still in test, though, so results will be different.
DeepMind’s AlphaCode is another tool that is changing things up in the field. Interestingly, this tool sometimes does a better job than people writers. So, AlphaCode did better than 45% of programmers in competitions with at least 5,000 other programmers.
Though, code makers also have their flaws. Because of this, AI code tools are used to make devs more productive and efficient, not to replace them completely.
A study team from Stanford, for example, found that coders who use AI tools are more likely to make their apps less secure. Also, there are still some questions about rights that need to be answered.
To put it another way, AI code tools are not always safe to use. However, these tools are so well-known that they can’t be ignored.
What is AI code written in?
These languages can be used to write AI code with the AI code creator. For instance, OpenAI Codex is best at Python, but it’s also very good at other languages like JavaScript, Ruby, and TypeScript.
Let’s look at some of the best code writers out there.
The best AI code generators
What are some good AI code generators? OpenAI Codex, Copilot by Github, and ChatGPT by OpenAI are some of the most well-known.
There are many other tools available, though. I’ve written a list of them below, along with what they can do and what companies made them. Let’s jump right in!
These are the 2024 top AI code makers.
1. OpenAI Codex
The most well-known AI code tool on the market right now is OpenAI Codex. It’s built on OpenAI’s LLMs (GPT-3 and GPT-4) and has been taught on a huge amount of code. It can work with more than a dozen different computer languages.
In March 2023, the Codex models were taken out of use. Check out the new Chat models. They can handle a lot of code jobs and are very close to the old ones.
Price: No information available
2. Copilot
Copilot uses publicly available code from GitHub sources so that users can access large data sets and quickly develop correct code. The tool detects errors in code and advocates changes to it. You can start using GitHub Copilot by installing one of the extensions in your preferred position.
Cost: $10–$19 – GitHub Copilot is available for free to verified educators, students, and project maintainers of well-known open-source software.
3. ChatGPT (GPT-3/4)
By leveraging transformers, the AI chatbot ChatGPT, developed by OpenAI, is being explored for new applications. It has the capability to enhance its contextual understanding and mimic human-like responses. Additionally, it can even generate code. However, like other AI tools, ChatGPT’s code may contain bugs, be challenging to maintain, and have security vulnerabilities. As mentioned earlier, while AI code tools can expedite the development process, they are not a substitute for human developers.
GPT-4, OpenAI’s newest AI model, is a multimodal tool that excels in programming tasks. It comprehends and clarifies code, generates new code, and surpasses current models in Python coding assignments. Despite its capacity to handle intricate tasks, it does have limitations such as reasoning errors and potential security vulnerabilities in the code it generates.
Price: Free or $20 for GPT Plus
4. AlphaCode
Another AI-based code generator that enables coders to access source code from various language packages is AlphaCode by DeepMind, which has Google’s support. AlphaCode comes with thousands of ready-made tools that developers can use to quickly connect to and use third-party APIs. AlphaCode is still not open to everyone.
Price: No information available
5. Tabnine
Tabnine is an AI-powered code completion tool that uses deep learning algorithms to offer intelligent code completion capabilities. It supports multiple programming languages, including Java, Python, C++, and more. Leading tech companies like Facebook and Google use this tool, which is open-source.
Price: Paid plans start from $12/month per seat
6. CodeT5
CodeT5 is an open AI code generator that makes it easy and quick for writers to write code that works and doesn’t have any bugs. It’s also free to use and works with many computer languages, like Java, Python, and JavaScript. There is both an online and an offline form of CodeT5 to keep your info safe.
Price: Free
7. Polycoder
There is an open-source option to OpenAI Codex called Polycoder. It learned on a 249 GB set of code written in 12 different computer languages. Polycoder lets people write code for machine learning, natural language processing, web apps, and more. The fact that it can make code quickly makes it very popular among coders.
Price: Free
8. Deepcode
DeepCode is an AI code analysis tool that runs in the cloud and instantly checks a project’s coding for bugs and security holes. It works with a lot of different languages, like Java, Python, and JavaScript. People like DeepCode because it finds bugs correctly.
Price: No information available
9. WPCode
Isotropic created WPCode, an AI-driven WordPress code generator. It works for both developers and non-technical WordPress makers and lets them make high-quality code snippets fast. CodeWP works with languages other than HTML and CSS, like Python and Java. It even has AI helpers that can suggest ways to make code snippets better.
Price: Starting at $49
10. AskCodi
AskCodi is a code generator that gives writers all the tools they need to build and release projects more quickly. Because it uses AI to generate code, it helps writers write better code that is simpler and less likely to make mistakes. AskCodi can be used to make apps for both the web and phones.
Price: Paid plans start from $7.99/month per seat
11. Codiga
A static analysis tool like Codiga makes sure that code is safe and works well. It works with well-known languages like Python, Ruby, Kotlin, JavaScript, and more. You can check your code for bugs and security holes in real time with Codiga. It also has an auto-fixer that can quickly fix any bugs in the code.
Price: Paid plans start from $14/month per seat
12. Visual Studio IntelliCode
Microsoft created Visual Studio IntelliCode, an addition to the Visual Studio Code editor that offers AI-assisted development experiences to increase developer productivity. It reduces the time developers spend navigating and debugging code and provides smarter IntelliSense completions.
Price: Starting from $45/month
13. PyCharm
The JetBrains AI code completion tool PyCharm helps writers write better code by suggesting what to write next. This tool works with many computer languages, like Java, Python, and JavaScript. Many coders like PyCharm because it is accurate and can help them finish their coding jobs faster.
Price: Starting from $24.90/month per seat
14. AIXcoder
AIXcoder is a pair of computer languages that use AI to help development teams write code. Languages like Java, Python, and JavaScript can be used with it. This tool also has many other features, such as the ability to handle regular jobs, code completion driven by AI, real-time code analysis, and mistake checks while you type.
Price: No information available
15. Ponicode
Ponicode is an AI-powered code assistant designed to help developers optimize their coding workflow. It uses natural language processing and machine learning to generate code from user-defined descriptions. CircleCI is in charge of maintaining the tool.
Price: No information available
16. Jedi
AI code completion tool Jedi is free and open source. Its main job is to add Python static analysis tools to editors and IDEs that already have them.
Price: Free
17. Wing Python IDE Pro
Wing IDE is a Python-specific software setup from Wingware that includes the code writing, code navigation, and testing tools required to create and test software applications. It has many useful tools, like a clever auto-completion editor, refactoring, multi-selection, and code snippets, that make writing much easier and faster.
Price: Annual licenses starting at $179/month
18. Smol Developer
This is Smol, an open-source artificial intelligence agent that is meant to work as a personal junior coder and create a whole script based on your product requirements. Smol can make any kind of app based on your specific needs, unlike standard starting models that are set in stone. It has a simple, safe, and small design and is easy to understand. You can also change it to fit your needs. It also takes a helpful, safe, and honest approach to AI development.
Price: Smol is open-source with a MIT License.
19. Cody (Sourcegraph)
Cody (not to be confused with AskCodi), Sourcegraph’s AI tool, can do a lot of things to help you code. It reads and writes code, and it knows all of your code. Cody not only gives advice, but also explains the code in great depth, finds specific parts, and points out possible problems with proposed fixes. Cody works directly in VS code with an extension.
Price: Cody is free for personal use, Sourcegraph starts at $5k/year
20. CodeWhisperer (Amazon)
CodeWhisperer is a tool that Amazon made. It gives real-time, AI-driven code ideas and finds possible open-source code matches to make reviewing them easier. It even checks for security holes and suggests fixes that should be installed right away. One more good thing about it is that it always follows best security practices like OWASP rules to make sure code is safe.
Price: Free for personal use, $19/month professional use
21. Bard (Google)
Bard can assist with jobs related to programming and software development, such as writing code, fixing bugs, and explaining code. More than 20 computer languages can do these things, such as C++, Go, Java, JavaScript, Python, and Typescript. You don’t even have to copy and paste to send Python code to Google Colab. Bard can also help with Google Sheets’ writing tools.
Price: Google Bard is Free
22. Code Llama (Meta)
Built on the Llama 2 platform, Code Llama is a group of big language models ideal for programming. It has different forms for different uses, such as Code Llama, which can be used for anything, Code Llama – Python, which can be used for Python-specific jobs, and Code Llama – Instruct, which can be used for instruction-based writing. These models come in three different sizes (7B, 13B, and 34B factors), and they can handle up to 16,000 tokens, though they work better with up to 100,000 tokens. You can also use content-based infilling with the 7B and 13B models.
Code Llama’s training recipes are available on their Github repository – Model weights are also available.
23. Claude 2 (Anthropic)
The most recent natural language AI model from Anthropic, a company that Dario Amodei founded after leaving OpenAI, is Claude 2. Improved input and output lengths are key features of this version, which performs better than the previous one. Users can input up to 100K tokens in each prompt, which means that Claude can work over hundreds of pages of technical documentation. Claude 2 scored a 71.2% up from 56.0% on the Codex HumanEval, a Python coding test.
A Stability AI Membership is required for commercial A
24. Stable Code 3B
Stability AI’s Stable Code 3B is a new Large Language Model with 3 billion parameters that specializes in code completion. It is 60% smaller than the bigger CodeLLaMA 7b but works just as well. This model can run in real time on current computers without a GPU because it was trained on different programming languages and data related to software engineering. As a member of Stability AI’s Membership program, you can get access to advanced features like Fill in the Middle and larger context sizes. These features give you the best results in multi-language code jobs.
A Stability AI Membership (Starting at $20/mo) is required for commercial applications. Free Non-Commercial.
Over to you!
That’s it! Now that you know about them, these AI code tools can help you get more done by making the development process easier.
AI code tools can help developers do their jobs better, but you need to hire the right developers first. At datasciencedigitalmarketing, that’s what we do: we make the best tests for judging skills.
