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Start Over4/5 selected
NotebookLM68
Windsurf69
GitHub Copilot90
Claude Code82

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Showing 5 agents in this category for fair comparison.

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Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market69
Trust24
Trend72
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market82
Trust0
Trend92
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views

Side-by-Side Comparison

FeatureNotebookLMWindsurfGitHub CopilotClaude Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidpaid
Deploymentweb appbrowser extensionbrowser extensionapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68699082
Trust Score02400
Trend Score72728292
Watchers1,9002,4007,1003,800
Page Views3600005600001900000620000
Upvotes4,2005,00014,2007,800
CountryUSUSUSUS
Founded
Agent Typeassistantcopilotcopilotagent
Model Stack
gemini-3-pro
gemini-3-flash
claude-4-5-sonnet
gpt-5
gemini-3-pro
gpt-5
claude-4-5-sonnet
gemini-3-pro
claude-4-5-opus
claude-4-5-sonnet
Docs
Open Source
Demo
Websitenotebooklm.google.comwindsurf.comgithub.comclaude.ai

Score Factor Breakdown

Factor (weight)NotebookLMWindsurfGitHub CopilotClaude Code
Trust Score (25%)
0%
24%
0%
0%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
13%
25%
13%
Completeness (10%)
55%
80%
55%
55%