Runcell vs Kaggle vs GitHub Copilot vs Windsurf

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

Your tool
Runcell
vs
Competitor 1
Kaggle
Competitor 2
GitHub Copilot
Competitor 3
Windsurf
Compare
4 tools · best value per row highlighted
Your tool Runcell
runcell.dev
Remove
Competitor Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
176.9Kvisits/mo
—
637.9Mvisits/mo
29.6Kvisits/mo
MoM change
▲ 4.1%
—
▲ 3.7%
▲ 7.8%
6-month growth
+13.2%
—
+19.3%
+122.1%
Global rank web
#279,476
—
#49
#1,172,623
Avg. last 3 months
168.7K
—
629.7M
26.9K
Bounce rate lower is better
45%
—
36%
50%
Pages / visit
1.8
—
5.9
1.3
Visit duration
45s
—
6m 26s
13s
Traffic sources
● Direct 73% · ● Referral 27%
—
● Direct 83% · ● Referral 15%
—
RuncellKaggleGitHub CopilotWindsurf
0159.5M318.9M478.4M637.9MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10M100M1BRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$20per month · free tier available
Free
$4per month · free tier available
$20per month · free tier available
Free tier
Free trial
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–
–
API access
–
–
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Plans
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
Free Free
Free FreeTeam $4/moEnterprise $21/mo
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
DataText
CodeData
CodeText
CodeText
Output
CodeData
CodeData
Code
Code
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
4
6
Coding
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Agents
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Agent management
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Data science
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Code reviews
–
–
Data analysis
–
–
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Data analysis learning
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–
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Jupyter notebooks
–
–
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Code explanations
–
–
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Courses
–
–
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Debugging
–
–
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Python code debugging
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–
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Developer tools
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–
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Education
–
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GitHub pull requests
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
2
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.