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NotebookLM68
GitHub Copilot90
Devin73

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Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market73
Trust0
Trend85
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotDevin
Verification
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidenterprise
Deploymentweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score689073
Trust Score000
Trend Score728285
Watchers1,9007,1002,800
Page Views3600001900000650000
Upvotes4,20014,2005,900
CountryUSUSUS
Founded
Agent Typeassistantcopilotagent
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
claude-4-5-sonnet
gemini-3-pro
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comcognition.ai

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotDevin
Trust Score (25%)
0%
0%
0%
Watchers (20%)
100%
100%
100%
Net Votes (20%)
100%
100%
100%
Page Views (15%)
100%
100%
100%
Verification (10%)
13%
25%
13%
Completeness (10%)
55%
55%
55%