Kaggle vs Continue vs Qodo (Formerly Codium) vs Circle

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

Your tool
Kaggle
vs
Competitor 1
Continue
Competitor 2
Qodo (Formerly Codium)
Competitor 3
Circle
Compare
4 tools · best value per row highlighted
Your tool Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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 Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
410.4Kvisits/mo
276.5Kvisits/mo
—
MoM change
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▼ 16.6%
▲ 9.3%
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6-month growth
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-24.4%
-29.0%
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Global rank web
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#106,338
#170,528
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Avg. last 3 months
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539.2K
268.7K
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Bounce rate lower is better
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48%
41%
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Pages / visit
—
2.4
2.4
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Visit duration
—
1m 44s
49s
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Traffic sources
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● Direct 93% · ● Referral 6%
● Direct 85% · ● Referral 11%
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KaggleContinueQodo (Formerly Codium)Circle
0193.8K387.7K581.5K775.3KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5K100K1MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Freemium
Free Trial
Starting price
Free
Free
$30per month
$89per month
Free tier
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Free trial
–
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API access
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–
Plans
Free Free
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Free Trial CustomPro Team $30/moEnterprise Custom
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Capabilities input → output
Input
CodeData
CodeText
Code
Text
Output
CodeData
Code
CodeText
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
3
10
9
Code reviews
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Coding
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Courses
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Education
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Community
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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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Jupyter notebooks
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Testing
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–
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Code quality
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–
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Code testing
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–
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Community engagement
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–
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Email marketing
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–
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GitHub pull requests
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–
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Machine learning education
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–
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Model training
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–
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Test cases
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–
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Test creation
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Unit tests
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–
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Agents
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–
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Code analysis
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Developer tools
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–
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Development
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Marketing automation
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–
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Summarizing
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–
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Workflows
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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–
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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.