Pathmaker vs CodeRabbit vs Circle vs GitHub Copilot

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

Your tool
Pathmaker
vs
Competitor 1
CodeRabbit
Competitor 2
Circle
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool 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
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main 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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
637.9Mvisits/mo
MoM change
—
▼ 22.7%
—
▲ 3.7%
6-month growth
—
+50.4%
—
+19.3%
Global rank web
—
#38,145
—
#49
Avg. last 3 months
—
1.2M
—
629.7M
Bounce rate lower is better
0%
49%
—
36%
Pages / visit
—
3.5
—
5.9
Visit duration
—
1m 55s
—
6m 26s
Traffic sources
—
● Direct 73% · ● Referral 24%
—
● Direct 83% · ● Referral 15%
PathmakerCodeRabbitCircleGitHub Copilot
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
Free tier
$24per month
$89per month
$4per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
Plans
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
Text
Code
Text
CodeText
Output
Text
CodeText
Apps
Code
Skill level
Beginner-friendly
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI CoachingAI Course
Development & CodeAI Code Review
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
8
9
9
Courses
–
–
Code reviews
–
–
Agents
–
–
Education
–
–
Coaching
–
–
–
Code autocompletion
–
–
–
Coding
–
–
–
Community
–
–
–
Curriculum navigation
–
–
–
GitHub pull requests
–
–
–
Learning paths
–
–
–
Self-education guidance
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Community engagement
–
–
–
Email marketing
–
–
–
Study plans
–
–
–
Tutoring
–
–
–
Virtual coaching
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Course creation
–
–
–
Debugging
–
–
–
Development
–
–
–
Marketing automation
–
–
–
Note taking
–
–
–
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
0
0
2
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.