Pathmaker vs CodeRabbit vs CodeGPT vs WisdomPlan

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
CodeGPT
Competitor 3
WisdomPlan
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 CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor WisdomPlan
wisdomplan.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
188.3Kvisits/mo
2.7Kvisits/mo
MoM change
—
▼ 22.7%
▲ 0.8%
▲ 1.8%
6-month growth
—
+50.4%
-37.2%
+72.5%
Global rank web
—
#38,145
#251,957
#8,012,330
Avg. last 3 months
—
1.2M
196.6K
2.8K
Bounce rate lower is better
0%
49%
43%
37%
Pages / visit
—
3.5
1.9
1.1
Visit duration
—
1m 55s
38s
—
Traffic sources
—
● Direct 73% · ● Referral 24%
● Direct 58% · ● Referral 42%
—
PathmakerCodeRabbitCodeGPTWisdomPlan
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KWisdomPlan · 515WisdomPlan · 2.2KWisdomPlan · 2.9KWisdomPlan · 1.4KWisdomPlan · 1.6KWisdomPlan · 940WisdomPlan · 608WisdomPlan · 3KWisdomPlan · 2.6KWisdomPlan · 2.7K1001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KWisdomPlan · 515WisdomPlan · 2.2KWisdomPlan · 2.9KWisdomPlan · 1.4KWisdomPlan · 1.6KWisdomPlan · 940WisdomPlan · 608WisdomPlan · 3KWisdomPlan · 2.6KWisdomPlan · 2.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$24per month
$9per month · free tier available
$7.99per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
–
–
Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Basic FreeStarter $7.99/yrPremium $10.99/yrUnlimited $19.99/yr
Capabilities input → output
Input
Text
Code
CodeText
DocumentsTextWeb pages
Output
Text
CodeText
Code
Text
Skill level
Beginner-friendly
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningAI CoachingAI Course
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Education & LearningAI CourseAI Teachers
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
8
3
5
Learning paths
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–
Courses
–
–
Study plans
–
–
Tutoring
–
–
Coaching
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–
–
Code reviews
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–
–
Coding
–
–
–
Curriculum navigation
–
–
–
GitHub pull requests
–
–
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Self-education guidance
–
–
–
Code analysis
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–
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Code documentation
–
–
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Code quality
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–
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Code security analysis
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–
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Code testing
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–
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Debugging
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–
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Learning
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–
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Virtual coaching
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–
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Course creation
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–
–
Development
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–
–
Education
–
–
–
MCP
–
–
–
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
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.