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

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Coding Agents

Showing 8 agents in this category for fair comparison.

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Market67
Trust19
Trend44
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend38
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market70
Trust29
Trend90
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market70
Trust29
Trend100.05
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureNotebookLMClaude CodeMicrosoft CopilotGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumpaid
Deploymentweb appapiweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677070
Trust Score19192929
Trend Score443890100.05
Watchers1,9003,8003,5007,100
Page Views3600006200008500001900001
Upvotes4,2007,8007,20014,200
CountryUSUSUSUS
Founded2,0232,0242,0232,021
Agent Typeassistantagentcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-4o
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comclaude.aicopilot.microsoft.comgithub.com

Score Factor Breakdown

Factor (weight)NotebookLMClaude CodeMicrosoft CopilotGitHub Copilot
Trust Score (25%)
19%
19%
29%
29%
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%
25%
Completeness (10%)
55%
55%
55%
55%