LabEx vs Pathmaker vs CodeRabbit vs edCode

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

Your tool
LabEx
vs
Competitor 1
Pathmaker
Competitor 2
CodeRabbit
Competitor 3
EedCode
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 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 CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
—
1Mvisits/mo
117visits/mo
MoM change
▼ 0.5%
—
▼ 22.7%
▼ 74.5%
6-month growth
-5.2%
—
+50.4%
—
Global rank web
#47,847
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#38,145
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Avg. last 3 months
1.2M
—
1.2M
191
Bounce rate lower is better
46%
0%
49%
90%
Pages / visit
3.6
—
3.5
1.0
Visit duration
3m 32s
—
1m 55s
—
Traffic sources
● Direct 84% · ● Referral 12%
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● Direct 73% · ● Referral 24%
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LabExPathmakerCodeRabbitedCode
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 · 1MedCode · 235edCode · 88edCode · 458edCode · 117101001K10K100K1M10MLabEx · 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 · 1MedCode · 235edCode · 88edCode · 458edCode · 117Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$99.9per month · free tier available
Free tier
$24per month
$8per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
—
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
CodeText
Text
Code
CodeText
Output
Text
Text
CodeText
Text
Skill level
Intermediate
Beginner-friendly
Intermediate
Intermediate
Categories
Education & LearningAI Course
Education & LearningAI CoachingAI Course
Development & CodeAI Code Review
Business & MarketingEducation & LearningAI CourseAI Interview Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
11
8
11
Courses
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Coding
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Education
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Coaching
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Code reviews
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Curriculum navigation
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GitHub pull requests
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Interview preparation
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Learning paths
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Learning to code
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Self-education guidance
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Tech interview preparation
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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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Coding challenges
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Cybersecurity education
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Interactive code learning
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Interview simulation
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Linux
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Study plans
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Tutoring
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Virtual coaching
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Coding instructor
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Course creation
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Development
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Interview feedback
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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
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.