Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
Augment Code67
OpenAI Codex CLI70
HuggingChat70
Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
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

FeatureNotebookLMAugment CodeOpenAI Codex CLIHuggingChat
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfree
Deploymentweb appbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677070
Trust Score19192424
Trend Score56545257
Watchers1,9002,2002,900980
Page Views360001390000540000220000
Upvotes4,2004,8006,2002,100
CountryUSUSUSUS
Founded2,0232,0232,0252,023
Agent Typeassistantagentagentassistant
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
llama-4
deepseek-v3
mistral-large-3
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comopenai.comhuggingface.co

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeOpenAI Codex CLIHuggingChat
Trust Score (25%)
19%
19%
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%
13%
13%
13%
Completeness (10%)
55%
55%
80%
80%