Kaggle vs LabEx vs Hal

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
Hal
Competitor 3
Suggested competitors for Kaggle: Google Colab80% Amazon SageMaker76% MostlyAI76% EarthOne76% DataCamp74% Vana74% Circle74% Pathmaker73%
Compare
3 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
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Traffic estimated monthly website traffic
Monthly visits
—
1.1Mvisits/mo
3.4Kvisits/mo
MoM change
—
▼ 0.5%
▼ 10.9%
6-month growth
—
-5.2%
+60.6%
Global rank web
—
#47,847
#6,156,551
Avg. last 3 months
—
1.2M
3.9K
Bounce rate lower is better
—
46%
39%
Pages / visit
—
3.6
1.1
Visit duration
—
3m 32s
—
Traffic sources
—
● Direct 84% · ● Referral 12%
—
KaggleLabExHal
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$99.9per month · free tier available
$2,000per month
Free tier
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Free trial
–
–
–
API access
–
–
Plans
Free Free
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Startups $2,000/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
Output
CodeData
Text
Apps
Skill level
Intermediate
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Education & LearningAI Course
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
0
Courses
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Education
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Data analysis learning
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–
Data science
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–
Tech learning
–
–
Cybersecurity education
–
–
Linux
–
–
Coding
–
–
Developer tools
–
–
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
–
–
–

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.