Kaggle vs GitHub Copilot vs Windsurf

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

Your tool
Kaggle
vs
Competitor 1
GitHub Copilot
Competitor 2
Windsurf
Competitor 3
Suggested competitors for Kaggle: Google Colab80% Amazon SageMaker76% MostlyAI76% EarthOne76% Vana74% Hal74% Circle74% DataCamp74%
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.
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
—
637.9Mvisits/mo
29.6Kvisits/mo
MoM change
—
▲ 3.7%
▲ 7.8%
6-month growth
—
+19.3%
+122.1%
Global rank web
—
#49
#1,172,623
Avg. last 3 months
—
629.7M
26.9K
Bounce rate lower is better
—
36%
50%
Pages / visit
—
5.9
1.3
Visit duration
—
6m 26s
13s
Traffic sources
—
● Direct 83% · ● Referral 15%
—
KaggleGitHub CopilotWindsurf
0159.5M318.9M478.4M637.9MGitHub 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 · 29.6K10K100K1M10M100M1BGitHub 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 '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$4per month · free tier available
$20per month · free tier available
Free tier
Free trial
–
–
API access
–
–
Plans
Free Free
Free FreeTeam $4/moEnterprise $21/mo
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
Output
CodeData
Code
Code
Skill level
Intermediate
Intermediate
Advanced
Categories
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
5
4
6
Coding
–
Agents
–
Agent management
–
Code reviews
–
Data analysis learning
–
–
Data science
–
–
Courses
–
–
Debugging
–
–
Developer tools
–
–
Education
–
–
GitHub pull requests
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
0
2
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.