GitHub Copilot vs CodeRabbit vs TutorAI vs Pathmaker
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
GitHub Copilot
vs GitHub Copilot
Competitor 1
CodeRabbit
CodeRabbit
Competitor 2
TutorAI
TutorAI
Competitor 3
Pathmaker
PathmakerCompare
4 tools · best value per row highlighted
Competitor
Pathmaker
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
Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
1Mvisits/mo
57.9Kvisits/mo
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MoM change
▲ 3.7%
▼ 22.7%
▼ 19.1%
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6-month growth
+19.3%
+50.4%
-41.8%
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Global rank web
#49
#38,145
#539,069
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Avg. last 3 months
629.7M
1.2M
68.4K
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Bounce rate lower is better
36%
49%
40%
0%
Pages / visit
5.9
3.5
1.8
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Visit duration
6m 26s
1m 55s
14s
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Traffic sources
● Direct 83% · ● Referral 15%
● Direct 73% · ● Referral 24%
● Direct 81% · ● Referral 10%
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GitHub CopilotCodeRabbitTutorAIPathmaker
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$4per month · free tier available
$24per month
$13.33per month · free tier available
Free tier
Free tier
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Free trial
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API access
–
–
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Plans
Free FreeTeam $4/moEnterprise $21/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeMentor $13.33/moGenius $17.50/mo
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Capabilities input → output
Input
CodeText
Code
ImagesText
Text
Output
Code
CodeText
Text
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Beginner-friendly
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
9
8
8
11
Courses
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Code reviews
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Course creation
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Learning paths
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Tutoring
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Coaching
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Code autocompletion
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Coding
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Curriculum navigation
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GitHub pull requests
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Homework assistance
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Self-education guidance
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Agents
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All subjects tutoring
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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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Coding in VS Code
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Quiz generation
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Study materials
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Study plans
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Virtual coaching
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Vs code
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Agent management
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Debugging
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Development
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Education
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Note taking
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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
2
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.