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Start Over4/5 selected
NotebookLM67
Microsoft Copilot70
GitHub Copilot70
Continue.dev15

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Research Agents

Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend25
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market70
Trust29
Trend19
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market15
Trust24
Trend60
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMMicrosoft CopilotGitHub CopilotContinue.dev
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidopen source
Deploymentweb appweb appbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707015
Trust Score19292924
Trend Score54251960
Watchers1,9003,5007,1000
Page Views36000185000019000010
Upvotes4,2007,20014,2000
CountryUSUSUSUS
Founded2,0232,0232,0212,023
Agent Typeassistantcopilotcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-4o
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
gpt-5
llama-4
Docs
Open Source
Demo
Websitenotebooklm.google.comcopilot.microsoft.comgithub.comcontinue.dev

Score Factor Breakdown

Factor (weight)NotebookLMMicrosoft CopilotGitHub CopilotContinue.dev
Trust Score (25%)
19%
29%
29%
24%
Watchers (20%)
100%
100%
100%
0%
Net Votes (20%)
100%
100%
100%
0%
Page Views (15%)
100%
100%
100%
0%
Verification (10%)
13%
25%
25%
13%
Completeness (10%)
55%
55%
55%
80%