LabEx vs CodeRabbit vs Augment Code vs Pathmaker

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

Your tool
LabEx
vs
Competitor 1
CodeRabbit
Competitor 2
Augment Code
Competitor 3
Pathmaker
Compare
4 tools · best value per row highlighted
Your tool LabEx
labex.io
You're learning Linux commands or Kubernetes deployments through actual terminal sessions and live environments
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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
1.1Mvisits/mo
1Mvisits/mo
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MoM change
▼ 0.5%
▼ 22.7%
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6-month growth
-5.2%
+50.4%
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Global rank web
#47,847
#38,145
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Avg. last 3 months
1.2M
1.2M
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Bounce rate lower is better
46%
49%
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0%
Pages / visit
3.6
3.5
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Visit duration
3m 32s
1m 55s
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Traffic sources
● Direct 84% · ● Referral 12%
● Direct 73% · ● Referral 24%
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LabExCodeRabbitAugment CodePathmaker
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$99.9per month · free tier available
$24per month
$20per month
Free tier
Free tier
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Free trial
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API access
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Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
CodeText
Code
CodeText
Text
Output
Text
CodeText
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Education & LearningAI Course
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
6
7
Code reviews
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Courses
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Coding
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Code testing
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Education
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Coaching
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Curriculum navigation
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GitHub pull requests
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Self-education guidance
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Tech learning
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Agents
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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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Cybersecurity education
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Linux
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Testing
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Tutoring
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Virtual coaching
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Cve monitoring
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Development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
0
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Prompts
0
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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.