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NotebookLM68
GitHub Copilot90
Groq68
Devin73

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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
Market68
Trust0
Trend68
Votes50%
0
Watch
0
Votes
0
Views
Market73
Trust0
Trend85
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotGroqDevin
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumenterprise
Deploymentweb appbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68906873
Trust Score0000
Trend Score72826885
Watchers1,9007,10002,800
Page Views36000019000000650000
Upvotes4,20014,20005,900
CountryUSUSUSUS
Founded
Agent Typeassistantcopilotmodelagent
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
claude-4-5-sonnet
gemini-3-pro
llama-4-maverick
deepseek-r1
gemma-3-27b
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comgroq.comcognition.ai

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotGroqDevin
Trust Score (25%)
0%
0%
0%
0%
Watchers (20%)
100%
100%
0%
100%
Net Votes (20%)
100%
100%
0%
100%
Page Views (15%)
100%
100%
0%
100%
Verification (10%)
13%
25%
13%
13%
Completeness (10%)
55%
55%
55%
55%