CodeRabbit vs Pathmaker vs Circle

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

Your tool
CodeRabbit
vs
Competitor 1
Pathmaker
Competitor 2
Circle
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 Pathmaker
pathmaker.app
Pathmaker is a personalized learning platform built for anyone ready to take control of their education. Instead of generic online courses or overwhelming resource lists, Pathmaker helps you create ta
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Competitor Circle
circle.so
Circle is a community platform where creators and businesses host discussions, courses, live events and paid memberships under their own brand.
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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%
0%
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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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CodeRabbitPathmakerCircle
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
Freemium
Free Trial
Starting price
$24per month
Free tier
$89per 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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Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Capabilities input → output
Input
Code
Text
Text
Output
CodeText
Text
Apps
Skill level
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Education & LearningAI CoachingAI Course
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
11
9
Courses
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Education
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Coaching
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Code reviews
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Community
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Curriculum navigation
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GitHub pull requests
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Learning paths
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Self-education guidance
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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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Community engagement
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Email marketing
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Study plans
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Tutoring
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Virtual coaching
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Agents
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Course creation
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Development
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Marketing automation
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Note taking
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Summarizing
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Workflows
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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.