LabEx vs Kaggle vs Pathmaker

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

Your tool
LabEx
vs
Competitor 1
Kaggle
Competitor 2
Pathmaker
Competitor 3
Suggested competitors for LabEx: Codecademy AI Learning Tools70% EedCode60% Sorai Academy59% Mexty59% Course.im59% Nolej59% FAFoxus AI59% SkillsTeq59%
Compare
3 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 Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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
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MoM change
▼ 0.5%
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6-month growth
-5.2%
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Global rank web
#47,847
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Avg. last 3 months
1.2M
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Bounce rate lower is better
46%
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0%
Pages / visit
3.6
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Visit duration
3m 32s
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Traffic sources
● Direct 84% · ● Referral 12%
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LabExKagglePathmaker
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1M1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Starting price
$99.9per month · free tier available
Free
Free tier
Free tier
Free trial
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API access
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Plans
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Free Free
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Capabilities input → output
Input
CodeText
CodeData
Text
Output
Text
CodeData
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningAI Course
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
8
11
Courses
Education
Coaching
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Curriculum navigation
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Data analysis learning
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Data science
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Jupyter notebooks
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Learning paths
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Self-education guidance
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Tech learning
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Cybersecurity education
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Linux
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Machine learning education
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Model training
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Study plans
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Tutoring
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Virtual coaching
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Coding
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Course creation
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Developer tools
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Note taking
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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.