CodeRabbit vs Circle vs Pathmaker

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

Your tool
CodeRabbit
vs
Competitor 1
Circle
Competitor 2
Pathmaker
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
Remove
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.
Make main Remove
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
MoM change
▼ 22.7%
—
—
6-month growth
+50.4%
—
—
Global rank web
#38,145
—
—
Avg. last 3 months
1.2M
—
—
Bounce rate lower is better
49%
—
0%
Pages / visit
3.5
—
—
Visit duration
1m 55s
—
—
Traffic sources
● Direct 73% · ● Referral 24%
—
—
CodeRabbitCirclePathmaker
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
Free Trial
Freemium
Starting price
$24per month
$89per month
Free tier
Free tier
–
–
Free trial
–
API access
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
—
Capabilities input → output
Input
Code
Text
Text
Output
CodeText
Apps
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Categories
Development & CodeAI Code Review
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
7
Courses
–
Education
–
Coaching
–
–
Code reviews
–
–
Curriculum navigation
–
–
GitHub pull requests
–
–
Self-education guidance
–
–
Code analysis
–
–
Code documentation
–
–
Code quality
–
–
Code security analysis
–
–
Code testing
–
–
Email marketing
–
–
Tutoring
–
–
Virtual coaching
–
–
Development
–
–
Marketing automation
–
–
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
–
–
–

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.