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NotebookLM68
OpenAI Codex CLI76
GitHub Copilot90

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Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market76
Trust0
Trend85
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaid
Deploymentweb appapibrowser extension
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score687690
Trust Score000
Trend Score728582
Watchers1,9002,9007,100
Page Views3600005400001900000
Upvotes4,2006,20014,200
CountryUSUSUS
Founded
Agent Typeassistantagentcopilot
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
gpt-5-codex
o3
gpt-5
claude-4-5-sonnet
gemini-3-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comgithub.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIGitHub Copilot
Trust Score (25%)
0%
0%
0%
Watchers (20%)
100%
100%
100%
Net Votes (20%)
100%
100%
100%
Page Views (15%)
100%
100%
100%
Verification (10%)
13%
13%
25%
Completeness (10%)
55%
80%
55%