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AI Code Generation Software

AI Code Generation

What is AI Code Generation Software?

AI Code Generation tools use artificial intelligence and machine learning to generate source code or other programming artifacts. It uses large data pools to generate functional code that follow best coding practices, streamlines the software development process, reduces the manual effort required for repetitive coding tasks, and improves code efficiency.

Common Features

  • Code Completion
  • Bug Detection
  • Refactoring
  • Unit Tests
  • Commenting
  • Summarization & Explanation
  • Code Generation
  • Multi-Language Support
  • IDE Integration

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Top AI Code Generation Software 2024

Composite Score
8.9 /10
CX Score
9.3 /10

ChatGPT is a free-to-use AI system. It is used for engaging conversations, gaining insights, automating tasks, and witnessing the future of AI, all in one place.

Pros

  • Helps Innovate
  • Reliable
  • Performance Enhancing
  • Enables Productivity
GitHub, Inc.

GitHub Copilot

Composite Score
8.6 /10
CX Score
9.0 /10

GitHub Copilot suggests code completions as developers type and turns natural language prompts into coding suggestions based on the project's context and style conventions. GitHub Copilot keeps track of your work, suggests descriptions, and helps reviewers reason about your changes. Use GitHub Copilot to code faster, drive impact, and focus on doing what matters most: building great software.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Efficient Service
  • Effective Service
Microsoft Corporation

Visual Studio IntelliCode

Composite Score
8.0 /10
CX Score
8.3 /10

Visual Studio IntelliCode brings AI assistance directly into your personal development flow. IntelliCode helps you drive accuracy and consistency with code completion that can fill in a whole line at once. The AI detects your code context—including variable names, functions, and the type of code you’re writing—to give you the best suggestions. Even better: IntelliCode runs on your machine, ensuring your private code stays private.

Pros

  • Helps Innovate
  • Reliable
  • Performance Enhancing
  • Trustworthy
Replit, Inc.

Replit AI

Composite Score
7.9 /10
CX Score
8.2 /10

Replit AI is Replit’s suite of artificial intelligence features: Complete Code, Generate Code, Edit Code, Explain Code and Chat. Together, they enhance your development experience on Replit. Replit AI returns results generated from large language models trained on publicly available code and tuned by Replit. To make suggestions and explain your code, Replit AI considers what you type and other context from your Repl like the programming language you're using.

Pros

  • Continually Improving Product
  • Reliable
  • Performance Enhancing
  • Enables Productivity
Composite Score
7.8 /10
CX Score
8.1 /10

BlackBox.AI is a coding LLM designed to transform the way we build software. By building BlackBox.AI, you can accelerate the pace of innovation within companies by making engineers 10X faster in building and releasing products and accelerate the growth in software engineers around the world and 10X the number of engineers from ~100M to 1B.

Pros

  • Performance Enhancing
  • Enables Productivity
  • Unique Features
  • Efficient Service

Products below are ineligible for awards due to insufficient recent reviews

Composite Score
8.5 /10
CX Score
8.4 /10

Warp AI is an AI-powered assistant that's integrated within the Warp terminal. This feature sends input data to OpenAI servers through their API and is explicitly opt-in. You can ask Warp AI to explain output from the terminal, suggest how to fix an error (Warp AI will automatically detect errors in output), write a script for you (e.g. write an automated script to ssh into a cloud instance), walk you through a setup (e.g. install latest version of postgres), or show examples.

Tabnine Inc

Tabnine

Composite Score
7.6 /10
CX Score
7.9 /10

Tabnine is a top-to-bottom AI-assisted development workflow that empowers all code creators, in all languages, from concept through to completion. Tabnine will help you create, test, and maintain code faster – all in your favorite IDE. Tabnine delivers the AI-enabled collaboration tools integral to the success of development teams, and giving organizations the edge they need in an increasingly competitive landscape.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Performance Enhancing
  • Unique Features

Cons

  • Less Productive
Composite Score
7.5 /10
CX Score
7.8 /10

Amazon CodeWhisperer is an AI-powered productivity tool for the IDE and command line. Amazon CodeWhisperer generates code suggestions ranging from snippets to full functions in real time in the IDE based on your comments and existing code. It also supports CLI completions and natural-language-to-bash translation in the command line.

Google DeepMind

AlphaCode

Composite Score
7.5 /10
CX Score
7.4 /10

As part of DeepMind's mission to solve intelligence, they have created a system called AlphaCode that writes computer programs at a competitive level. It is essentially an AI system that can solve programming problems dynamically.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing

Cons

  • Less Productive
  • Vendor's Interest First
  • Under Delivered
aiXcoder

aiXcoder

Composite Score
7.5 /10
CX Score
7.6 /10

aiXcoder provides you with method-level code generation from natural language to code, and intelligent code completion for whole or multiple lines. You can accept the completion code of aiXcoder or continue to write for more real-time feedback to continuously adapt to your code context. aiXcoder helps you keep your focus and creativity when writing code, and improves software development efficiency.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
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