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Which AI tool is best for code review?

Which AI tool is best for code review?

Ethan Martinez

July 6, 2025

Blog

Imagine having a robot buddy who reads your code, finds bugs, and even suggests improvements. Sounds cool, right? That’s what AI tools are doing for developers today. Code reviews no longer need to be slow or boring. With AI, they’re faster, smarter, and a little more fun. But here’s the big question:

Which AI Tool Is the Best for Code Review?

Let’s dive in and find out! We’ll look at the top players and see who wins the crown.

1. GitHub Copilot

GitHub Copilot is like your talkative friend who finishes your sentences… but with code. While it’s more known for writing code, it also helps with lightweight reviews.

  • Suggests code completions
  • Highlights syntax errors on the fly
  • Helps you write cleaner functions

However, it’s not super focused on reviewing large codebases or doing deep analysis. Think of it more as a smart assistant.

Gist GitHub Shortcode Embed

2. Amazon CodeWhisperer

It has a cool name and is pretty powerful. CodeWhisperer makes inline suggestions and checks for security issues.

Here’s what it offers:

  • Supports multiple programming languages
  • Does automatic scans for vulnerabilities
  • Works inside IDEs like IntelliJ and VS Code

It’s a great sidekick for teams using AWS and looking for secure coding advice.

3. Codacy

If you like dashboards and data, Codacy might be your best friend. It’s all about automation and metrics.

  • Analyzes code style and complexity
  • Tracks quality over time
  • Finds bugs early

Codacy checks every commit and pull request. While it may not feel as interactive as Copilot, it’s great for teams who want consistency and measurable results.

4. DeepCode by Snyk

Need deeper insights? DeepCode is like having a super-strict teacher who also gives amazing feedback. It’s strict but smart.

  • Scans your codebase thoroughly
  • Finds security issues with AI
  • Works well with GitHub and GitLab

And since it’s now part of Snyk, it’s even more focused on catching security bugs before they explode your app!

5. CodeClimate

CodeClimate isn’t flashy, but it’s solid. It blends tech and teamwork.

  • Provides detailed code quality reports
  • Helps with test coverage tracking
  • Assigns maintainability scores

It works well if you care about keeping your code lean and easy to maintain over time.

So… Which One Is the Best?

Honestly, it depends on what you need. Here’s a quick cheat sheet:

  • Copilot: Best for writing and getting real-time help
  • CodeWhisperer: Great for AWS users and secure coding
  • Codacy: Ideal for teams that love dashboards
  • DeepCode: Perfect for spotting deep, hidden issues
  • CodeClimate: Awesome for codebase health over time
Developer

Conclusion

Picking the best AI code review tool is like choosing the best ice cream flavor. Everyone has different tastes! Try a few, mix and match, and see what fits your team and style.

The good news? AI is making code reviews faster and smarter. And that means more time for coffee, more time to build cool stuff, and fewer late-night debugging sessions.

So go ahead — let AI review your code like a champ!