Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
GitHub Copilot70
Grok67
Market67
Trust19
Trend57
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend56
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend65
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend48
Votes96%
3,900
Watch
8,100
Votes
980.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIGitHub CopilotGrok
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidfreemium
Deploymentweb appapibrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19242919
Trend Score57566548
Watchers1,9002,9007,1003,900
Page Views3600015400001900001980000
Upvotes4,2006,20014,2008,100
CountryUSUSUSUS
Founded2,0232,0252,0212,023
Agent Typeassistantagentcopilotassistant
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
grok-4
grok-3
grok-2
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comgithub.comgrok.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIGitHub CopilotGrok
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%