AI Tool Comparison
Graphite vs Amazon CodeGuru
An objective side-by-side comparison based on global rankings, AI scores, and monthly user data.
Higher Ranked
Graphite
CodingAI-assisted code review and stacked pull-request workflow tool for engineering teams.
AI Score87.3 / 100
#30
Global Rank
–
Monthly Users
VS
Higher Ranked
Amazon CodeGuru
CodingAWS service for automated code reviews and application profiling.
AI Score0.0 / 100
#912
Global Rank
–
Monthly Users
Side-by-Side Comparison
| Graphite | Amazon CodeGuru | |
|---|---|---|
| Category | Coding | Coding |
| Global Rank | #30 | #912 |
| AI Score | 87.3/100 | 0.0/100 |
| Monthly Users | – | – |
| Pricing | Freemium | Paid |
| Website | graphite.dev | aws.amazon.com |
Pros & Cons
Graphite
- Combines AI code review with Graphite’s established, well-regarded stacked-PR workflow tooling
- 30-day free trial with no credit card required makes evaluation low-risk
- Free Hobby tier available for personal repositories
- Starter tier has limited AI reviews, requiring an upgrade to Team for unlimited usage
- For a 10-person team, Starter alone runs roughly $200/month, a real cost to budget for
- Merge queue automation requires the pricier Team tier
Amazon CodeGuru
- Combines static code review with production application performance profiling
- Trained on patterns from large, real-world codebases
- Integrates well with existing AWS development workflows
- Most naturally suited to teams already using AWS infrastructure
- Usefulness depends on how low-noise and actionable its findings are in practice
- Not a code generation tool — it reviews existing code rather than writing new code