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

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Coding Agents

Showing 8 agents in this category for fair comparison.

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Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend67
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market70
Trust29
Trend100
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust29
Trend76
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views

Side-by-Side Comparison

FeatureNotebookLMClaude CodeGitHub CopilotMicrosoft Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidpaidfreemium
Deploymentweb appapibrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677070
Trust Score19192929
Trend Score566710076
Watchers1,9003,8007,1003,500
Page Views3600016200011900001850000
Upvotes4,2007,80014,2007,200
CountryUSUSUSUS
Founded2,0232,0242,0212,023
Agent Typeassistantagentcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gpt-5
gpt-4o
Docs
Open Source
Demo
Websitenotebooklm.google.comclaude.aigithub.comcopilot.microsoft.com

Score Factor Breakdown

Factor (weight)NotebookLMClaude CodeGitHub CopilotMicrosoft 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%