Kaggle vs edCode vs Continue vs Circle

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

Your tool
Kaggle
vs
Competitor 1
EedCode
Competitor 2
Continue
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.
Competitor EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
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.
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.
Traffic estimated monthly website traffic
Monthly visits
—
117visits/mo
410.4Kvisits/mo
—
MoM change
—
▼ 74.5%
▼ 16.6%
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6-month growth
—
—
-24.4%
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Global rank web
—
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#106,338
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Avg. last 3 months
—
191
539.2K
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Bounce rate lower is better
—
90%
48%
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Pages / visit
—
1.0
2.4
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Visit duration
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—
1m 44s
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Traffic sources
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● Direct 93% · ● Referral 6%
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KaggleedCodeContinueCircle
0193.8K387.7K581.5K775.3KedCode · 235edCode · 88edCode · 458edCode · 117Continue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4K101001K10K100K1MedCode · 235edCode · 88edCode · 458edCode · 117Continue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Free Trial
Starting price
Free
$8per month · free tier available
Free
$89per month
Free tier
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Free trial
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–
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API access
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Plans
Free Free
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Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Capabilities input → output
Input
CodeData
CodeText
CodeText
Text
Output
CodeData
Text
Code
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
11
3
9
Courses
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Coding
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Education
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Community
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Data analysis learning
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Data science
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Interview preparation
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Jupyter notebooks
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Learning to code
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Tech interview preparation
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Code reviews
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Coding challenges
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Community engagement
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Email marketing
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Interactive code learning
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Interview simulation
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Machine learning education
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Model training
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Agents
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Coding instructor
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Developer tools
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Development
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Interview feedback
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Marketing automation
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Summarizing
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Tech interview coaching
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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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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.