Quick Summary
GitLab Duo
An AI-powered assistant integrated into GitLab, enhancing development workflows with smart code suggestions, security insights, and workflow automation.
Rating:
4.2/5
Korbit
An AI-powered code review assistant focused on automating pull request reviews and providing contextual insights.
Rating:
3.6/5
Tool Overview
1st
GitLab Duo
AI Assistant
2nd
Korbit
AI Code Review Assistant
Features
Features
| Feature | GitLab Duo | Korbit |
|---|---|---|
| Subtype | Plugin, Web App | Web App |
| Recommendation | Promising | Ignore |
| Smart Code Suggestions | Real-time assistance during development to reduce cognitive load | — |
| Natural Language Code Explanations | Easily understand complex codebases with plain language explanations | — |
| Automated Test Generation | Ensures comprehensive test coverage | — |
| Proactive Vulnerability Detection | Identifies and explains vulnerabilities before deployment | — |
| AI-Powered Merge Request Summaries | Streamlines code review processes | — |
| Interactive Chat Interface | Quick help with configurations and Git commands | — |
| CI/CD Pipeline Root Cause Analysis | Identifies pipeline failures and suggests solutions | — |
| AI Impact Dashboard | Tracks development metrics and productivity improvements | — |
| Automatic Pull Request Review | — | Automates the process of pull request reviews for consistency |
| Handles Large and Small Diffs | — | Capable of managing both small and large code changes efficiently |
| Context-Aware Comments | — | Provides relevant comments based on code context |
| Volume of Comments | — | Generates a high volume of comments, making useful insights harder to identify |
Pricing
Pricing Plans
| Plan | GitLab Duo | Korbit |
|---|---|---|
| Free | $0 Basic AI capabilities for individual developers | $0 Basic automated code review capabilities |
| Pro | $25/month Advanced workflow automation and vulnerability scanning | $20/month Advanced review insights and better context management |
| Enterprise | Custom Enterprise-level customization and support | Custom Scalable deployments with priority support |
Pros & Cons
GitLab Duo
Pros
- •Strong integration across the DevSecOps pipeline
- •Proactive security vulnerability detection
- •Streamlined workflows through AI-powered merge requests
- •Context-aware root cause analysis for CI/CD
Cons
- •IDE integration lags behind competitors
- •Initial setup can be complex
- •Some features are still in beta
Korbit
Pros
- •Automates pull request reviews
- •Handles both large and small diffs effectively
- •Context-aware review comments
Cons
- •Generates redundant comments
- •Overwhelming volume of feedback
- •Limited clarity in prioritizing insights
Our Recommendation
Based on the comparison above, we recommend GitLab Duo for most users because:
- Best overall feature set
- Competitive pricing
- Strong user ratings