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Start Over4/5 selected
NotebookLM68
GitHub Copilot90
Augment Code71
Cline72

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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
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market72
Trust0
Trend88
Votes98%
2,600
Watch
5,400
Votes
480.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotAugment CodeCline
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidpaidfree
Deploymentweb appbrowser extensionbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68907172
Trust Score0000
Trend Score72828088
Watchers1,9007,1002,2002,600
Page Views3600001900000390000480000
Upvotes4,20014,2004,8005,400
CountryUSUSUSUS
Founded
Agent Typeassistantcopilotagentcopilot
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
claude-4-5-sonnet
gemini-3-pro
claude-4-5-opus
claude-4-5-sonnet
gpt-5
claude-4-5-sonnet
gpt-5
gemini-3-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comaugmentcode.comcline.bot

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotAugment CodeCline
Trust Score (25%)
0%
0%
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%
25%
13%
13%
Completeness (10%)
55%
55%
55%
80%