Directory

Compare Agents

Start Over4/5 selected
NotebookLM68
OpenAI Codex CLI76
Devin73
GitHub Copilot90
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
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIDevinGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedenterprisepaid
Deploymentweb appapiweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68767390
Trust Score0000
Trend Score72858582
Watchers1,9002,9002,8007,100
Page Views3600005400006500001900000
Upvotes4,2006,2005,90014,200
CountryUSUSUSUS
Founded
Agent Typeassistantagentagentcopilot
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
gpt-5-codex
o3
claude-4-5-sonnet
gpt-5
gpt-5
claude-4-5-sonnet
gemini-3-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comcognition.aigithub.com

Score Factor Breakdown

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