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Start Over4/5 selected
NotebookLM67
GitHub Copilot70
Microsoft Copilot70
Claude Code67

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Showing 2 agents in this category for fair comparison.

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Market67
Trust19
Trend61
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend0
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust29
Trend33
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market67
Trust19
Trend82
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotMicrosoft CopilotClaude Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumpaid
Deploymentweb appbrowser extensionweb appapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19292919
Trend Score6103382
Watchers1,9007,1003,5003,800
Page Views3600001900001850000620000
Upvotes4,20014,2007,2007,800
CountryUSUSUSUS
Founded2,0232,0212,0232,024
Agent Typeassistantcopilotcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gpt-5
gpt-4o
claude-opus-4.6
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comcopilot.microsoft.comclaude.ai

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotMicrosoft CopilotClaude Code
Trust Score (25%)
19%
29%
29%
19%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
25%
25%
13%
Completeness (10%)
55%
55%
55%
55%