Pathmaker vs CodeRabbit vs Circle vs Shiken

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
Shiken
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
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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.
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Competitor Shiken
shiken.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
18.4Kvisits/mo
MoM change
—
▼ 22.7%
—
▲ 5.2%
6-month growth
—
+50.4%
—
-24.2%
Global rank web
—
#38,145
—
#1,495,921
Avg. last 3 months
—
1.2M
—
18.4K
Bounce rate lower is better
0%
49%
—
40%
Pages / visit
—
3.5
—
1.7
Visit duration
—
1m 55s
—
20s
Traffic sources
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● Direct 73% · ● Referral 24%
—
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PathmakerCodeRabbitCircleShiken
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MShiken · 41KShiken · 44.8KShiken · 53.6KShiken · 24.2KShiken · 23.8KShiken · 20.2KShiken · 19.4KShiken · 17.5KShiken · 18.4K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MShiken · 41KShiken · 44.8KShiken · 53.6KShiken · 24.2KShiken · 23.8KShiken · 20.2KShiken · 19.4KShiken · 17.5KShiken · 18.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
Free tier
$24per month
$89per month
$25per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Free FreeLearner Plus $25/moLearner Pro $50/moCreator Solo $149/mo+2 more
Capabilities input → output
Input
Text
Code
Text
AudioDocumentsWeb pages
Output
Text
CodeText
Apps
DocumentsSlidesText
Skill level
Beginner-friendly
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI CoachingAI Course
Development & CodeAI Code Review
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Education & LearningProductivity & OfficeAI CoachingAI Course+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
8
9
7
Courses
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Coaching
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Course creation
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Education
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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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Elearning content creation
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Email marketing
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Flashcards
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Quiz generation
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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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Communication coaching
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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
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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.