Graphite vs CodeRabbit: AI code review comparison

Quick overview of differences

Pricing	From $20/user/month	Lower entry pricing, but limited free tier and paid add-ons
Best for	GitHub-centric teams that value speed, precision, and workflow integration	Teams using multiple platforms (GitHub, GitLab, Bitbucket, Azure)
AI reviews	High-signal, low-noise reviews with actionable suggestions	Broader reviews combining LLMs and linters, often more verbose
Workflow	All-in-one GitHub-native platform with stacked PRs and merge queues	Layered setup relying on IDE plugins and external tools

When comparing Graphite vs CodeRabbit, Graphite is the more focused, workflow-native solution for GitHub teams: It offers precise, actionable AI reviews and built-in PR management. CodeRabbit provides broader platform support but less depth and more noise, making Graphite the better fit for fast-moving engineering teams.

Key differences

Quality of review comments	Delivers high-signal, actionable reviews focused on critical issues. Built-in AI reviewer collaborates with users for context-aware suggestions.	Provides comprehensive reviews using LLMs, static analysis, and 40+ linters. Auto-learns from user feedback to adapt review style. May generate more feedback per PR.
Depth of code context analysis	Deep GitHub integration for contextual understanding, with features like stacked PRs and merge queues. AI reviews leverage GitHub-specific context.	Offers codebase-aware reviews across GitHub, GitLab, and Azure DevOps. Combines LLM reasoning, static analysis, and code graph analysis for context, but less GitHub-specific.
Customizability of rules	Allows custom review rules with minimal tuning, adapting to team needs.	Learns from team feedback and can be configured with different review tools and integrations (e.g. Jira, Linear).
Security features	Integrated with GitHub workflows, providing robust security and privacy for code reviews.	Emphasizes privacy: ephemeral review environments, end-to-end SSL encryption, SOC2 Type II certified, no data retention post-review.
Pricing models	Free Hobby tier, Team trial, and paid plans from $20–$40/user/month.	Free AI reviews (rate limits apply), lower starting prices, may require add-ons for some features.
Integration capabilities	Deep GitHub integration.	Multi-platform capabilities.
Unique features	Graphite Agent (which includes AI code review and Chat feature), stacked PRs, intelligent merge queue, and unified workflow for teams.	Agentic chat for multi-step tasks, automated reports (release notes, standups), code graph analysis, free in-IDE reviews, broad platform support.

When comparing Graphite and CodeRabbit, the difference is clear: Graphite is a full code review platform, not just an AI reviewer. It delivers precise, high-signal feedback directly while streamlining the entire review-to-merge process with stacked PRs, merge queues, and team insights. CodeRabbit offers broad, cross-platform coverage, but its feedback skews toward volume over accuracy. For teams that care about signal, speed, and seamless GitHub-native workflows, Graphite is a good fit.

Feature comparison

AI code review	Automated AI reviews on every PR, focused on critical bugs and security with minimal noise (~4% negative feedback)	Comprehensive AI reviews combining LLM reasoning with 40+ linters and SAST tools
PR summaries	✅ Auto-generated PR summaries with detailed descriptions	✅ AI-generated summaries of changes
One-click fixes	✅ Accept AI-suggested code changes with one click	✅ One-click fixes available for suggested changes
AI chat assistant	✅ Chat with AI on the PR page to get clarification or apply fixes	✅ Interactive AI chat
In-IDE support	CLI and VS Code extension for branch management and stacked workflows	VS Code plugin for pre-PR reviews on code snippets
Platform support	GitHub	GitHub, GitLab, Bitbucket, Azure DevOps
Stacked PRs	✅ Native support for stacked pull requests with CLI	❌ Not available
Merge Queue	✅ Built-in merge queue	❌ Not available (relies on platform's merge features)
Team dashboard & analytics	✅ Review metrics and team productivity dashboards	✅ Analytics dashboard with review metrics
Custom rules	✅ Define custom review rules	✅ Learns from team feedback to personalize suggestions
Slack/Teams integration	✅ Native Slack notifications and alerts	✅ Slack and Microsoft Teams integrations
GHES support	✅ Runs on GitHub Enterprise Server	✅ Runs on GitHub Enterprise Server

When comparing Graphite and Coderabbit, Graphite clearly stands out for teams working deeply in GitHub. It offers automated AI reviews on every pull request that focus on critical bugs and security issues with minimal noise, while Coderabbit's LLM-based reviews can be broader but often more generic. Both tools provide AI-generated PR summaries, one-click fixes, and interactive AI chat, but Graphite's context-aware automation make these features feel more seamless in real development environments. Teams using Graphite also benefit from custom review rules, Slack notifications, and GitHub Enterprise Server support, all within a unified GitHub-native experience. Coderabbit performs well across multiple platforms like GitLab and Azure DevOps, but for engineering teams that live in GitHub and care about signal over noise, Graphite remains the stronger, more purpose-built solution.

Who should pick which

Conclusion