LabEx vs Kaggle vs edCode

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
EedCode
Competitor 3
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
Competitor Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
Competitor EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
—
117visits/mo
MoM change
▼ 0.5%
—
▼ 74.5%
6-month growth
-5.2%
—
—
Global rank web
#47,847
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—
Avg. last 3 months
1.2M
—
191
Bounce rate lower is better
46%
—
90%
Pages / visit
3.6
—
1.0
Visit duration
3m 32s
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—
Traffic sources
● Direct 84% · ● Referral 12%
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LabExKaggleedCode
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MedCode · 235edCode · 88edCode · 458edCode · 117101001K10K100K1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MedCode · 235edCode · 88edCode · 458edCode · 117Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Starting price
$99.9per month · free tier available
Free
$8per month · free tier available
Free tier
Free trial
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–
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API access
–
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Plans
—
Free Free
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Capabilities input → output
Input
CodeText
CodeData
CodeText
Output
Text
CodeData
Text
Skill level
Intermediate
Intermediate
Intermediate
Categories
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
8
11
Courses
Coding
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Education
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Data analysis learning
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Data science
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Interview preparation
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Jupyter notebooks
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Learning to code
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Tech interview preparation
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Tech learning
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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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Machine learning education
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Model training
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Coding instructor
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Developer tools
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Interview feedback
–
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Tech interview coaching
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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.