Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
GitHub Copilot70
OpenAI Codex CLI70
HuggingChat70
Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend32
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust24
Trend52
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust24
Trend57
Votes97%
980
Watch
2,100
Votes
220.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotOpenAI Codex CLIHuggingChat
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfree
Deploymentweb appbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707070
Trust Score19292424
Trend Score56325257
Watchers1,9007,1002,900980
Page Views3600011900001540000220000
Upvotes4,20014,2006,2002,100
CountryUSUSUSUS
Founded2,0232,0212,0252,023
Agent Typeassistantcopilotagentassistant
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gpt-5
gpt-5-codex
o3
llama-4
deepseek-v3
mistral-large-3
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comopenai.comhuggingface.co

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotOpenAI Codex CLIHuggingChat
Trust Score (25%)
19%
29%
24%
24%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
25%
13%
13%
Completeness (10%)
55%
55%
80%
80%