LabEx vs Augment Code vs Pathmaker vs CodeRabbit

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

Your tool
LabEx
vs
Competitor 1
Augment Code
Competitor 2
Pathmaker
Competitor 3
CodeRabbit
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 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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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
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1Mvisits/mo
MoM change
▼ 0.5%
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▼ 22.7%
6-month growth
-5.2%
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+50.4%
Global rank web
#47,847
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#38,145
Avg. last 3 months
1.2M
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1.2M
Bounce rate lower is better
46%
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0%
49%
Pages / visit
3.6
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3.5
Visit duration
3m 32s
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1m 55s
Traffic sources
● Direct 84% · ● Referral 12%
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● Direct 73% · ● Referral 24%
LabExAugment CodePathmakerCodeRabbit
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
Paid
Freemium
Freemium
Starting price
$99.9per month · free tier available
$20per month
Free tier
$24per month
Free tier
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Free trial
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API access
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Plans
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Standard $20/moBusiness $100/moEnterprise Custom
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeText
Text
Code
Output
Text
Code
Text
CodeText
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Education & LearningAI Course
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Education & LearningAI CoachingAI Course
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
11
8
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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Learning paths
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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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Study plans
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Testing
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Tutoring
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Virtual coaching
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Agent creation
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Course creation
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Development
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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
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▲ 0
▲ 0
Saves
0
0
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0
Reviews
0
0
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0
Prompts
0
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.