LabEx vs Kaggle vs Continue vs Windsurf

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
Continue
Competitor 3
Windsurf
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 Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
Make main Remove
Competitor Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
Make main Remove
Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
—
410.4Kvisits/mo
29.6Kvisits/mo
MoM change
▼ 0.5%
—
▼ 16.6%
▲ 7.8%
6-month growth
-5.2%
—
-24.4%
+122.1%
Global rank web
#47,847
—
#106,338
#1,172,623
Avg. last 3 months
1.2M
—
539.2K
26.9K
Bounce rate lower is better
46%
—
48%
50%
Pages / visit
3.6
—
2.4
1.3
Visit duration
3m 32s
—
1m 44s
13s
Traffic sources
● Direct 84% · ● Referral 12%
—
● Direct 93% · ● Referral 6%
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LabExKaggleContinueWindsurf
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$99.9per month · free tier available
Free
Free
$20per 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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Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeText
CodeData
CodeText
CodeText
Output
Text
CodeData
Code
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Education & LearningAI Course
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
3
6
Coding
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Courses
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Code reviews
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Education
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Agent management
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–
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Agents
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–
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Data analysis learning
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–
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Data science
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–
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Tech learning
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–
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Cybersecurity education
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–
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Debugging
–
–
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Linux
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–
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Developer tools
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–
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Development
–
–
–
GitHub pull requests
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.