Directory

Compare Agents

Start Over3/5 selected
NotebookLM68
OpenAI Codex CLI76
Devin73
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
Market73
Trust0
Trend85
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIDevin
Verification
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedenterprise
Deploymentweb appapiweb app
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score687673
Trust Score000
Trend Score728585
Watchers1,9002,9002,800
Page Views360000540000650000
Upvotes4,2006,2005,900
CountryUSUSUS
Founded
Agent Typeassistantagentagent
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
gpt-5-codex
o3
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comcognition.ai

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIDevin
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%
13%
Completeness (10%)
55%
80%
55%