Kaggle vs Circle vs CodeRabbit

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

Your tool
Kaggle
vs
Competitor 1
Circle
Competitor 2
CodeRabbit
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 Circle
circle.so
Circle is a community platform where creators and businesses host discussions, courses, live events and paid memberships under their own brand.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
MoM change
—
—
▼ 22.7%
6-month growth
—
—
+50.4%
Global rank web
—
—
#38,145
Avg. last 3 months
—
—
1.2M
Bounce rate lower is better
—
—
49%
Pages / visit
—
—
3.5
Visit duration
—
—
1m 55s
Traffic sources
—
—
● Direct 73% · ● Referral 24%
KaggleCircleCodeRabbit
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free Trial
Freemium
Starting price
Free
$89per month
$24per month
Free tier
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–
Free trial
–
API access
–
Plans
Free Free
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeData
Text
Code
Output
CodeData
Apps
CodeText
Skill level
Intermediate
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
8
Courses
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Education
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Code reviews
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–
Community
–
–
Data analysis learning
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–
Data science
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–
GitHub pull requests
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–
Jupyter notebooks
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–
Code analysis
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–
Code documentation
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–
Code quality
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–
Code security analysis
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–
Code testing
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–
Community engagement
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–
Email marketing
–
–
Machine learning education
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–
Model training
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–
Agents
–
–
Developer tools
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–
Development
–
–
Marketing automation
–
–
Summarizing
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Workflows
–
–
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.