Directory

Compare Agents

Start Over3/5 selected
NotebookLM67
OpenAI Codex CLI70
Windsurf70
Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend56
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust24
Trend50
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIWindsurf
Verification
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedfreemium
Deploymentweb appapibrowser extension
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score677070
Trust Score192424
Trend Score475650
Watchers1,9002,9002,400
Page Views360001540000560001
Upvotes4,2006,2005,000
CountryUSUSUS
Founded2,0232,0252,021
Agent Typeassistantagentcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comwindsurf.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIWindsurf
Trust Score (25%)
19%
24%
24%
Watchers (20%)
100%
100%
100%
Net Votes (20%)
100%
100%
100%
Page Views (15%)
100%
100%
100%
Verification (10%)
13%
13%
13%
Completeness (10%)
55%
80%
80%