Graphite Agent vs Amazon Q Developer vs CodeRabbit vs Cursor Bugbot

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Graphite Agent
vs
Competitor 1
Amazon Q Developer
Competitor 2
CodeRabbit
Competitor 3
Cursor Bugbot
Compare
4 tools · best value per row highlighted
Your tool Graphite Agent
graphite.dev
Graphite is an AI code review platform for teams that work on GitHub.
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Competitor Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Cursor Bugbot
cursor.com
Cursor Bugbot is an AI code review service from the makers of the Cursor editor.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
62.6Mvisits/mo
1Mvisits/mo
—
MoM change
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▲ 3.5%
▼ 22.7%
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6-month growth
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+13.3%
+50.4%
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Global rank web
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#383
#38,145
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Avg. last 3 months
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60.7M
1.2M
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Bounce rate lower is better
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25%
49%
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Pages / visit
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13.9
3.5
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Visit duration
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10m 30s
1m 55s
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Traffic sources
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● Direct 66% · ● Referral 30%
● Direct 73% · ● Referral 24%
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Graphite AgentAmazon Q DeveloperCodeRabbitCursor Bugbot
015.6M31.3M46.9M62.6MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10M100MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$20per month · free tier available
$19per month · free tier available
$24per month
$20per month
Free tier
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Free trial
API access
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Plans
Hobby FreeStarter $20/moTeam $40/moEnterprise Custom
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Pro $20/moTeams $40/moEnterprise Custom
Capabilities input → output
Input
Code
CodeText
Code
Code
Output
CodeText
Code
CodeText
CodeText
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
9
8
7
Code reviews
GitHub pull requests
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Code documentation
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Code analysis
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Code quality
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Code testing
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Code validation
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Developer tools
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AWS
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Code refactoring
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Coding
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Debugging
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AWS guidance
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Code security analysis
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AWS management
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Agents
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Bug reports
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CI/CD advice
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Development
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GitHub automation
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GitHub management
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.