GitHub Copilot vs Kaggle vs edCode vs Sourcegraph Cody

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

Your tool
GitHub Copilot
vs
Competitor 1
Kaggle
Competitor 2
EedCode
Competitor 3
Sourcegraph Cody
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Remove
Competitor Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
Make main Remove
Competitor EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
—
117visits/mo
185.6Kvisits/mo
MoM change
▲ 3.7%
—
▼ 74.5%
▼ 10.6%
6-month growth
+19.3%
—
—
-40.6%
Global rank web
#49
—
—
#204,583
Avg. last 3 months
629.7M
—
191
209.7K
Bounce rate lower is better
36%
—
90%
42%
Pages / visit
5.9
—
1.0
2.9
Visit duration
6m 26s
—
—
1m 39s
Traffic sources
● Direct 83% · ● Referral 15%
—
—
● Direct 91% · ● Referral 7%
GitHub CopilotKaggleedCodeSourcegraph Cody
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 · 637.9MedCode · 235edCode · 88edCode · 458edCode · 117Sourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6K101001K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MedCode · 235edCode · 88edCode · 458edCode · 117Sourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$4per month · free tier available
Free
$8per month · free tier available
$16,000per month
Free tier
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Free trial
–
–
API access
–
–
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Plans
Free FreeTeam $4/moEnterprise $21/mo
Free Free
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Enterprise $16,000/yr
Capabilities input → output
Input
CodeText
CodeData
CodeText
CodeText
Output
Code
CodeData
Text
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Business & MarketingEducation & LearningAI CourseAI Interview Assistant
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
11
4
Coding
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Courses
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Debugging
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Code autocompletion
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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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–
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Agents
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–
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Code reviews
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–
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Coding challenges
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Coding in VS Code
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–
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Interactive code learning
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–
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Interview simulation
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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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Vs code
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Agent management
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Code analysis
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Coding instructor
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Developer tools
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–
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Education
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Interview feedback
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Prompt management
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Tech interview coaching
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Terminal
–
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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
2
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.