Directory

Compare Agents

Start Over3/5 selected
Luma Dream Machine12
NotebookLM67
GitHub Copilot70
Market12
Trust19
Trend59
Votes50%
0
Watch
0
Votes
0
Views
Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend19
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureLuma Dream MachineNotebookLMGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaid
Deploymentweb appweb appbrowser extension
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score126770
Trust Score191929
Trend Score595419
Watchers01,9007,100
Page Views03600011900001
Upvotes04,20014,200
CountryUSUSUS
Founded2,0212,0232,021
Agent Typemodelassistantcopilot
Model Stack
dream-machine-1-5
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitelumalabs.ainotebooklm.google.comgithub.com

Score Factor Breakdown

Factor (weight)Luma Dream MachineNotebookLMGitHub Copilot
Trust Score (25%)
19%
19%
29%
Watchers (20%)
0%
100%
100%
Net Votes (20%)
0%
100%
100%
Page Views (15%)
0%
100%
100%
Verification (10%)
13%
13%
25%
Completeness (10%)
55%
55%
55%