Kaggle vs LabEx vs Vana vs Pathmaker

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

Your tool
Kaggle
vs
Competitor 1
LabEx
Competitor 2
Vana
Competitor 3
Pathmaker
Compare
4 tools · best value per row highlighted
Your tool Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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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 Vana
vana.com
Your data sits locked in apps
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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
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Traffic estimated monthly website traffic
Monthly visits
—
1.1Mvisits/mo
10.6Kvisits/mo
—
MoM change
—
▼ 0.5%
▼ 7.4%
—
6-month growth
—
-5.2%
+8.0%
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Global rank web
—
#47,847
#1,862,034
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Avg. last 3 months
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1.2M
10.2K
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Bounce rate lower is better
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46%
34%
0%
Pages / visit
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3.6
2.4
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Visit duration
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3m 32s
25s
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Traffic sources
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● Direct 84% · ● Referral 12%
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KaggleLabExVanaPathmaker
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MVana · 12.5KVana · 13.6KVana · 14.5KVana · 11.6KVana · 9.8KVana · 9.5KVana · 9KVana · 8.7KVana · 11.4KVana · 10.6K1K10K100K1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MVana · 12.5KVana · 13.6KVana · 14.5KVana · 11.6KVana · 9.8KVana · 9.5KVana · 9KVana · 8.7KVana · 11.4KVana · 10.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$99.9per month · free tier available
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Free tier
Free tier
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Free trial
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–
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API access
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–
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Plans
Free Free
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Capabilities input → output
Input
CodeData
CodeText
Data
Text
Output
CodeData
Text
Data
Text
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Education & LearningAI Course
Development & CodeResearch & AnalyticsAI Crypto & BlockchainAI Developer Tools
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
1
11
Courses
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Education
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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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Data protection
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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
no ratings yet
Upvotes
▲ 0
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▲ 0
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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.