Even in today’s age, the mere thought of “AI writing code” is still bewildering for a lot of users.

Developing complex applications is no easy feat. It requires a great deal of skill, expertise, and creativity to come up with a functioning and efficient product. Yet, the process can also be tedious, time-consuming, and often downright frustrating. Fortunately, the rise of artificial intelligence has revolutionized the development process, and AI-powered code generators have become a game-changer for developers worldwide.

So, basically, AI-powered code generators simplify the development process. Developers no longer need to worry about the intricate details of coding, such as syntax or formatting.

In this post, we have listed the 5 best AI code writing tools that can enhance the creativity of developers.

In this article
    1. OpenAI Codex
    2. Copilot
    3. Alphacode
    4. ChatGPT
    5. TabNine

What is an AI Code Writing Tool?

ai code writer

An AI code writer is a software application that uses artificial intelligence and machine learning algorithms to write code automatically. These tools can analyze existing code to find patterns and then generate new code based on those patterns.

Using AI code writer simplifies the development process by automating repetitive and time-consuming tasks like coding syntax and formatting. This frees up developers to focus on more complex aspects of coding like functionality and user experience.

In short, AI code generators can save time and make coding easier for developers.

Benefits of using AI code generators

There are several benefits to using AI code writing tools in software development. Here are a few benefits of using an ai code generator:

  • Saves time: AI code generators can automate many repetitive coding tasks, such as syntax and formatting. This allows developers to focus on more complex aspects of the code and speeds up the development process.
  • Increases accuracy: AI code generators use machine learning algorithms to analyze existing code and identify patterns. This reduces the risk of human error and ensures that the generated code is accurate and efficient.
  • Improves productivity: By automating mundane tasks, developers can focus on more creative and innovative aspects of the project, which can lead to more productive and enjoyable work.
  • Simplifies the development process: AI code generators simplify the development process by taking care of the more technical and detailed aspects of coding, such as syntax and formatting.

How to Describe Your Requirements to Create Code?

AI code generators are trained to create human-like code. But with the help of prompts, you can generate responses that continue the conversation or elaborate on the prompt. In fact, by using prompts you can easily describe your requirements to the AI bot. You can also add your own prompts to the list and create new ones. With the help of these prompts, you can streamline your workflow and write code efficiently using an AI assistant.

The purpose of using a prompt is to offer additional context that it may need to generate the code you require. This could include any relevant libraries, data structures, or algorithms that will be used in your program. So, this process can bring your vision to life as the AI bot can get more clarity with its interpretation.

ai code prompts

With a vast range of prompts available, you can explore the capabilities of an AI code writer and utilize them to create rich and engaging text. So, visit this link and feel free to clone this repository and have fun exploring the possibilities!

Best AI Code Generators to Use in 2024

#1 OpenAI Codex

OpenAI Codex is an AI writing assistant free tool that can write code in a variety of programming languages. It uses machine learning algorithms to analyze existing code and generate new code based on the patterns it identifies. The tool can also understand natural language inputs, which allows developers to describe their requirements in plain English and have the tool generate the necessary code.

openai codex interface

Key Features:

  • Extends its support to multiple programming languages, including Python, JavaScript, and Ruby.
  • Can understand natural language inputs.
  • Generates code for a wide range of applications, including web development, machine learning, and data analysis.
  • Can be integrated with other development tools like Visual Studio Code.
Pros
  • Saves time and improves productivity by automating repetitive coding tasks.
  • Generates accurate and efficient code.
  • Can handle complex coding tasks that may be difficult for human developers.
  • Can be integrated with other development tools, making it easy to incorporate into existing workflows.
Cons
  • May not be able to handle extremely complex coding tasks that require extensive customization.
  • May require some technical knowledge to set up and use.

Cost: Free.

#2 Copilot

GitHub Copilot is an AI-powered code completion tool that uses machine learning to help developers write code more quickly and efficiently. It was developed jointly by OpenAI and Microsoft and was released in beta in June 2021.

copilot interface

Key Features:

  • It suggests code completions based on the context of your code and the libraries you're using.
  • Copilot can generate entire functions or code blocks based on natural language descriptions of what you want the code to do.
  • Copilot currently supports multiple programming languages, including Python, JavaScript, TypeScript, Ruby, and Go.
  • Copilot can be integrated into several popular integrated development environments (IDEs), including Visual Studio Code and JetBrains IDEs.
Pros
  • Copilot dedicatedly tries to offer suggestions for each line of code that you write.
  • Handy, easy-to-use interface.
Cons
  • Slight struggles while handling multiple code files.
  • Might often mix data structure and data types.

Cost:

  • Individuals: $10/per month.
  • Business: $19/per month.

GitHub Copilot is available as a paid subscription service. The cost depends on the number of users and repositories in your organization. As of May 2023, the pricing starts at $10 per user per month for up to 10 users and 10 repositories.

#3 Alphacode

Alphacode is a cloud-based ai code writing tool that uses artificial intelligence to generate code snippets. It supports multiple programming languages, including Python, JavaScript, Ruby, and PHP. Alphacode is designed to assist developers with automating the process of writing code, allowing them to focus on higher-level programming tasks.

alphacode interface

Key Features:

  • Alphacode can generate code snippets for various programming languages based on user inputs.
  • Code customization based on snippets.
  • It can be integrated with various development environments, including Visual Studio Code and Atom.
Pros
  • Alphacode can generate code quickly, saving developers time and effort.
  • Automates the code-writing process, allowing developers to focus on higher-level programming tasks.
  • Alphacode can customize code snippets based on user preferences and requirements, improving the quality and relevance of generated code.
Cons
  • Limited accuracy.
  • Supports a limited number of programming languages, which may be a limitation for some users.

Cost:

Alphacode offers a 14-day free trial, after which users can choose from different pricing plans based on their usage volume and specific requirements. Pricing starts at $99 per month for up to 50 code-generation requests per day and goes up to $1,999 per month for up to 10,000 code-generation requests per day. Custom pricing plans are also available for enterprise users.

#4 ChatGPT

ChatGPT is a large language model developed by OpenAI that uses deep learning algorithms to generate natural language responses. It is based on the GPT-3.5 architecture and has been trained on a large corpus of text data. One of the key applications of ChatGPT is code writing, where it can be used to generate code snippets, provide code suggestions, and help developers with code-related queries.

chatgpt code writing interface

Key Features:

  • Generate code snippets for various programming languages such as Python, Java, and JavaScript.
  • Provide suggestions for completing code based on partial code snippets.
  • Answer code-related queries and provide information on programming concepts, libraries, and frameworks.
  • Ability to understand natural language inputs and generate responses in plain language, making it easy for non-technical users to interact with.
Pros
  • ChatGPT can generate code quickly, saving developers time and effort.
  • Can be used for various code-related tasks, including code generation, suggestion, and query assistance.
Cons
  • The responses may not always be accurate, especially when dealing with complex code-related queries or tasks.
  • ChatGPT Premium requires a subscription, which can be expensive for individual users or small organizations.

Cost:

ChatGPT is a commercial product, and the cost of using it depends on the usage volume and the specific features required. Interested users can contact OpenAI for pricing information.

#5 TabNine

Tabnine is an AI-powered code auto-completion tool that uses machine learning to suggest code snippets based on the context of what you're typing. It is designed to work within popular Integrated Development Environments (IDEs) such as Visual Studio Code, IntelliJ IDEA, and PyCharm.

tab nine user interface

Key Features:

  • AI-Powered Autocompletion.
  • Supports a wide range of programming languages including Java, Python, JavaScript, PHP, and many more.
  • Tabnine can be customized to suggest code snippets based on a specific codebase or project.
  • Tabnine can be used offline, which is useful for programmers working in remote or offline environments.
Pros
  • Helps you speed up the coding process.
  • Assists in reducing errors.
  • Can be trained on specific codebases or projects, making it more accurate and useful for specific tasks.

Cons:

  • The free plan of Tabnine only allows a limited number of code suggestions per day.
  • Some programmers find that the constant suggestions from Tabnine can be distracting and disrupt their workflow.

Cost:

  • Starter: Free to use and ideal for short code completion. It includes basic autocompletion features for popular programming languages such as Java, Python, and JavaScript.
  • Pro: $12/per month and includes unlimited code completions per day, support for more programming languages (including C#, Ruby, and Go), and additional features such as code snippet expansion and import/export of models.
  • Enterprise: The Enterprise Plan is customized for each organization's specific needs and includes all the features of the Team Plan, as well as additional support and customization options.

Conclusion

The AI code writing tools have revolutionized the coding game, providing developers with new and innovative ways to automate their workflows and increase their productivity. The tools mentioned in this blog, including ChatGPT, OpenAI Codex, Alphacode, and others offer unique features and capabilities that can assist developers with generating code, suggesting solutions, and answering queries. While these tools are not without limitations, they have the potential to significantly enhance the efficiency and effectiveness of the software development process.

FAQ

  • How do AI code writing tools work?
    AI writing tools use machine learning algorithms to analyze code and understand the context and intent of user inputs. They then use this information to generate code snippets or provide suggestions and solutions.
  • Are AI code Generators accurate?
    While AI code generators have improved significantly in recent years, they are not always accurate, especially when dealing with complex code-related queries or tasks. Developers should always verify the accuracy of generated code snippets.
  • How much do AI code writing tools cost?
    The cost of an AI writing code tool varies depending on the specific tool and its features. Some tools offer free versions with limited features, while others require a subscription or one-time purchase.
Eleanor Reed
Eleanor Reed Jan 03, 24
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