CodeRabbit vs LabEx vs Pathmaker

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

Your tool
CodeRabbit
vs
Competitor 1
LabEx
Competitor 2
Pathmaker
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor LabEx
labex.io
You're learning Linux commands or Kubernetes deployments through actual terminal sessions and live environments
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
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
1.1Mvisits/mo
—
MoM change
▼ 22.7%
▼ 0.5%
—
6-month growth
+50.4%
-5.2%
—
Global rank web
#38,145
#47,847
—
Avg. last 3 months
1.2M
1.2M
—
Bounce rate lower is better
49%
46%
0%
Pages / visit
3.5
3.6
—
Visit duration
1m 55s
3m 32s
—
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 84% · ● Referral 12%
—
CodeRabbitLabExPathmaker
0360.8K721.6K1.1M1.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$24per month
$99.9per month · free tier available
Free tier
Free tier
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Free trial
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
CodeText
Text
Output
CodeText
Text
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Categories
Development & CodeAI Code Review
Education & LearningAI Course
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
7
Courses
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Education
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Coaching
–
–
Code reviews
–
–
Curriculum navigation
–
–
GitHub pull requests
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–
Self-education guidance
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Tech learning
–
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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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Cybersecurity education
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Linux
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Tutoring
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Virtual coaching
–
–
Coding
–
–
Development
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.