Directory

Compare Agents

Start Over3/5 selected
HuggingChat70
OpenAI Codex CLI70
NotebookLM67
Market70
Trust24
Trend51
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust24
Trend60
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market67
Trust19
Trend55
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views

Side-by-Side Comparison

FeatureHuggingChatOpenAI Codex CLINotebookLM
Verification
Reviewed
Reviewed
Reviewed
Pricingfreeusage basedfreemium
Deploymentweb appapiweb app
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score707067
Trust Score242419
Trend Score516055
Watchers9802,9001,900
Page Views220000540000360001
Upvotes2,1006,2004,200
CountryUSUSUS
Founded2,0232,0252,023
Agent Typeassistantagentassistant
Model Stack
llama-4
deepseek-v3
mistral-large-3
gpt-5
gpt-5-codex
o3
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitehuggingface.coopenai.comnotebooklm.google.com

Score Factor Breakdown

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