Compare three great AI coding tools

GitHub Copilot, Amazon CodeWhisperer, and Tabnine are the leading choices for the new era of AI coding assistants, with benefits including increased developer productivity and code quality.

#Like any new technology, introducing AI coding tools into the development process has its drawbacks. AI coding tools currently exist in a gray area when it comes to code licensing and copyright, which can increase risk and complicate the overall usefulness of the tool.

The important thing is that generative AI is not always correct. Therefore, GitHub Copilot and similar coding tools require a disciplined programmer who won't accept the first coding suggestion without careful thought and foresight. This includes scrutinizing AI-generated code for issues such as security vulnerabilities.

Artificial intelligence cannot replace human coding skills, domain knowledge and life experience, and no artificial intelligence coding tool can replace human artificial intelligence programmers. To achieve the efficiencies promised by AI coding assistants, companies need to smoothly integrate AI coding tools into established software development and DevOps workflows. The process starts with comparing the leading tools available.

GitHub Copilot

GitHub positions GitHub Copilot as an artificial intelligence assistant that can be written by developers Autocomplete suggestions are provided in real time as you code. Developers can write the code they want to use, or get suggestions by describing what they want to do in natural language. This makes writing code more efficient and convenient. There is no need to change the meaning of the original content, fine-tune the content, rewrite the content, and do not continue writing.

Target Users

Copilot is targeted at developers of all experience levels, including students.

Price

• Copilot Individual. It costs $10 per month, with an annual plan costing $100 that supports code completion, chat and other features. It's also free for proven open source project maintainers, teachers, and students.
• Copilot Business. $19 per user per month. This release includes code completion; intellectual property indemnification; and enhanced security and privacy.
• Copilot Enterprise. Cost is $39 per user per month. This release adds personalized chat, document search and summarization, pull request summarization, and code review skills for enterprise code bases.

Features

The enterprise version of “Copilot” includes some of the tool’s most notable features. For example, document search and snippets help developers spend less time searching for answers and more time actually writing code.

Amazon CodeWhisperer

Similar to GitHub Copilot, AWS launched CodeWhisperer as an AI coding companion. Developers can use CodeWhisperer to generate code suggestions in real time, from code snippets to full features, without having to engage in traditional and time-consuming programming tasks and learn unfamiliar APIs. CodeWhisperer uses deep learning technology and big data analysis to understand developers' coding habits and context, and provide accurate and personalized code suggestions based on existing code bases and best practices. This allows developers to develop software more efficiently, reducing tedious and repetitive work. Through instant interaction with CodeWhisperer, developers can get optimization suggestions for specific code snippets and

Target users

CodeWhisperer’s target users are Enterprises running on AWS services and APIs.

Price

• ##Personal level. Free for personal use and comes with unlimited code suggestions, reference tracking, and 50 security scans per user per month.
• Professional grade. Costs $19 per user per month and includes 500 security scans per user per month and adds support for organizational license management.

Features

Notable features include live code suggestions that users can customize. The code generated by CodeWhisperer is designed to resemble the way users would write their own code, matching the developer's style and naming conventions. The software supports 15 programming languages, including Python and Java, and a range of integrated development environments (IDEs) including Visual Studio Code, IntelliJ IDEA, AWS Cloud9, AWS Lambda Console, JupyterLab, and Amazon SageMaker Studio.

Tabnine

Tabnine is an artificial intelligence assistant that emphasizes privacy and security. Once an enterprise implements Tabnine, the tool studies the enterprise's code base for all allowed open source code generation recommendations.

Target Users

Tabnine’s target users are developers of all levels, especially those working with stringent security, compliance, and privacy Developers working in the requested market.

Price

• ##Entry version. Free for one user and includes shortcode completion.
• Professional version. Costs $12 per user per month and includes full line and full feature code completion.
• Enterprise Edition. Enterprise-grade security, control, and customization are provided, but organizations must contact Tabnine sales for pricing.

Features

Some of the main advantages of Tabnine are in the area of privacy and security. The tool can run in fully isolated mode, meaning businesses can host it in their preferred environment, including on-premises, secure SaaS or a virtual private cloud. This ensures control of intellectual property; since an enterprise's code base never leaves the internal IT environment, their code remains private. Tabnine also provides SOC 2 compliance for enterprises that store, process and transmit customer data.