Kaggle vs Celonis vs Hal

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

Your tool
Kaggle
vs
Competitor 1
Celonis
Competitor 2
Hal
Competitor 3
Suggested competitors for Kaggle: Google Colab82% Amazon SageMaker78% DataCamp76% EarthOne76% Amazon SageMaker JumpStart74% MostlyAI74% Pathmaker71% Livedocs71%
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 Celonis
celonis.com
See how your business actually runs, not how you think it runs
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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
—
409.7Kvisits/mo
3.4Kvisits/mo
MoM change
—
▲ 4.0%
▼ 10.9%
6-month growth
—
+5.0%
+60.6%
Global rank web
—
#88,222
#6,156,551
Avg. last 3 months
—
382.8K
3.9K
Bounce rate lower is better
—
43%
39%
Pages / visit
—
5.7
1.1
Visit duration
—
3m 00s
—
Traffic sources
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● Direct 72% · ● Referral 24%
—
KaggleCelonisHal
0102.4K204.8K307.2K409.7KCelonis · 393.3KCelonis · 376.7KCelonis · 403.7KCelonis · 390.3KCelonis · 382.9KCelonis · 380.2KCelonis · 344.7KCelonis · 394.1KCelonis · 409.7KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1MCelonis · 393.3KCelonis · 376.7KCelonis · 403.7KCelonis · 390.3KCelonis · 382.9KCelonis · 380.2KCelonis · 344.7KCelonis · 394.1KCelonis · 409.7KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Free
Freemium
Starting price
Free
Free
$2,000per month
Free tier
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Free trial
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–
–
API access
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–
Plans
Free Free
Free Free
Startups $2,000/mo
Capabilities input → output
Input
CodeData
Data
CodeText
Output
CodeData
Data
Apps
Skill level
Intermediate
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Research & AnalyticsAI For Data Analytics
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
4
Chatbot building
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Chatbots
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Data analysis
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Data analysis learning
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–
Data science
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–
Jupyter notebooks
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–
APIs
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–
Business analytics automation
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–
Business intelligence
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–
Courses
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–
Document chat
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–
Machine learning education
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–
Model training
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–
Supply chain management
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Workflow optimization
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–
Business data optimization
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–
Developer tools
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–
Education
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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
–
–
–

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.