10 Best AI Coding Assistant Tools in 2024 - rciak/42_shared_notes GitHub Wiki

Preliminary remarks:

  • The following is based on an Article by the CodiumAI Team published on 07.05.2024 (13 min read). Potentially the subsequent list might therefore be biased.

  • The subsequent list is quite condensed. For details see that Article.

1. CodiumAI

Key features

  • Precise code suggestions
  • Code explanation
  • Automated test generation
  • Code behavior coverage
  • Streamlined collaboration
  • Seamless implementation
  • Multiple language and IDE support

Pricing

  • single person: 0$ / month
  • teams: 19$ / (user and month)

2. GitHub Copilot

Key features

  • Code suggestions
  • Chat functionality
  • Easy Auto-complete Navigation
  • Multiple language and IDE support

Limitations

  • Code Duplication
  • Inefficient Code Generation
  • Limited Test Case Generation

Pricing

  • Individual Plan: $10 / (month and user) [42 students can have it for free]
  • Business Plan starts: $19 / (month and user)

3. Tabnine

Key features

  • Code Refactoring Assistance
  • Code Linting
  • Automatic Code Documentation
  • Intelligent Code Completions

Pricing

  • free plan and
  • pro plan: $12 / (user and month)

4. MutableAI (no free plan)

Key features

  • AI Autocomplete
  • Production Quality Code
  • Prompt-driven Development
  • Test Generation
  • Language and IDE Integration

Pricing

  • Basic plan: $2 / (repo and month)
  • Premium plan: $15 / (repo and month)

5. Amazon CodeWhisperer

Key features

  • Code Suggestions
  • Function Completion
  • Documentation Generation
  • Security Scanning
  • Language and IDE Integration
  • IDE Integration

Pricing

  • Individuals: $0
  • Professional plan: $19 / month

6. AskCodi

Key features

  • Code generation
  • Answering programming questions
  • Providing code suggestions
  • Working with IDEs

Pricing

  • Personal use: $0 / month
  • Membership pack: $9.99

7. Codiga

Key features

  • Static code analysis
  • Code completion
  • Code linting [Code Analysis]
  • Code refactoring
  • Code reviews
  • Language and IDE support

Pricing

  • Individual plan: $0,
  • Paid subscription: $14

8. Replit

Key features

  • Advanced In-line Suggestions
  • Code Explanation and Comments
  • Mistake Detection and Correction
  • Interactive Learning Environment

Pricing

  • Individual usage: $0,
  • Hacker plan: $7,
  • Pro plan: $20

9. CodeT5 (Model)

Key features

  • Text-to-Code Generation
  • Code-to-Code Translation
  • Code Summarization

Pricing

  • $0

10. OpenAI Codex

Key features

  • Quick Setup
  • AI Code Completion Tool
  • Natural Language Prompting
  • Training dataset contains both natural language and billions of lines of source code
  • 3 times higher Memory capacity compared to CGT-3 during tasks.
  • General-purpose programming model

Pricing

  • $0