Claude Code vs CodeRabbit vs Pathmaker vs GitHub Copilot

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

Your tool
Claude Code
vs
Competitor 1
CodeRabbit
Competitor 2
Pathmaker
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool Claude Code
claude.com
Every plan tier hits usage limits
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
123.5Mvisits/mo
1Mvisits/mo
—
637.9Mvisits/mo
MoM change
▼ 6.8%
▼ 22.7%
—
▲ 3.7%
6-month growth
+106.6%
+50.4%
—
+19.3%
Global rank web
#434
#38,145
—
#49
Avg. last 3 months
125.2M
1.2M
—
629.7M
Bounce rate lower is better
64%
49%
0%
36%
Pages / visit
2.2
3.5
—
5.9
Visit duration
2m 36s
1m 55s
—
6m 26s
Traffic sources
● Direct 82% · ● Referral 15%
● Direct 73% · ● Referral 24%
—
● Direct 83% · ● Referral 15%
Claude CodeCodeRabbitPathmakerGitHub Copilot
0159.5M318.9M478.4M637.9MClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MCodeRabbit · 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 · 637.9M100K1M10M100M1BClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MCodeRabbit · 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
Freemium
Freemium
Starting price
$17per month · free tier available
$24per month
Free tier
$4per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
CodeText
Code
Text
CodeText
Output
Code
CodeText
Text
Code
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code Review
Education & LearningAI CoachingAI Course
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
7
4
Code reviews
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Coding
–
–
Agents
–
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Code analysis
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Development
–
–
Coaching
–
–
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Courses
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–
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Curriculum navigation
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–
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GitHub pull requests
–
–
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Self-education guidance
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–
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Code documentation
–
–
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Code quality
–
–
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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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Tutoring
–
–
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Virtual coaching
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Agent management
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–
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Education
–
–
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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
2
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.