Directory

Compare Agents

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

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIHuggingChatAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedfreepaid
Deploymentweb appapiweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19242419
Trend Score56525754
Watchers1,9002,9009802,200
Page Views360001540000220000390000
Upvotes4,2006,2002,1004,800
CountryUSUSUSUS
Founded2,0232,0252,0232,023
Agent Typeassistantagentassistantagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
llama-4
deepseek-v3
mistral-large-3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comhuggingface.coaugmentcode.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIHuggingChatAugment Code
Trust Score (25%)
19%
24%
24%
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%
13%
13%
Completeness (10%)
55%
80%
80%
55%