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Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
GitHub Copilot70
Claude Code67

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Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend50
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend68
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend49
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIGitHub CopilotClaude Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidpaid
Deploymentweb appapibrowser extensionapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19242919
Trend Score54506849
Watchers1,9002,9007,1003,800
Page Views3600015400001900001620001
Upvotes4,2006,20014,2007,800
CountryUSUSUSUS
Founded2,0232,0252,0212,024
Agent Typeassistantagentcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-opus-4.6
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comgithub.comclaude.ai

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIGitHub CopilotClaude Code
Trust Score (25%)
19%
24%
29%
19%
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%
13%
Completeness (10%)
55%
80%
55%
55%