CodeRabbit vs Microsoft Loop vs Aha!

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

Your tool
CodeRabbit
vs
Competitor 1
Microsoft Loop
Competitor 2
Aha!
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Microsoft Loop
microsoft.com
Microsoft Loop is a collaborative app from Microsoft 365 where teams think, plan and create together on shared pages.
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Competitor Aha!
aha.io
is product management software that links strategy to delivery in one system.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
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MoM change
▼ 22.7%
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6-month growth
+50.4%
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Global rank web
#38,145
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Avg. last 3 months
1.2M
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Bounce rate lower is better
49%
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Pages / visit
3.5
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Visit duration
1m 55s
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Traffic sources
● Direct 73% · ● Referral 24%
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CodeRabbitMicrosoft LoopAha!
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Free Trial
Starting price
$24per month
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$9per month
Free tier
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Free trial
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API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Aha! Roadmaps $59/moAha! Discovery $39/moAha! Ideas $39/moAha! Whiteboards $9/mo+4 more
Capabilities input → output
Input
Code
Text
Text
Output
CodeText
DocumentsText
AppsDocuments
Skill level
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI Knowledge ManagementAI Project Management
Business & MarketingProductivity & OfficeAI Product ManagerAI Project Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
10
Project management
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Code reviews
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GitHub pull requests
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Product management
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Product roadmaps
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Team collaboration
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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Code testing
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Collaborative documents
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Product discovery
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Product management assistant
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Strategy planning
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Agile product management
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Brainstorming
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Development
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Meeting notes
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Note taking
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Product management insights
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Prototype guidance
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Team productivity
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
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.