Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
Augment Code67
HuggingChat70
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
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend57
Votes97%
980
Watch
2,100
Votes
220.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIAugment CodeHuggingChat
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidfree
Deploymentweb appapibrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67706770
Trust Score19241924
Trend Score56525457
Watchers1,9002,9002,200980
Page Views360001540000390000220000
Upvotes4,2006,2004,8002,100
CountryUSUSUSUS
Founded2,0232,0252,0232,023
Agent Typeassistantagentagentassistant
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
llama-4
deepseek-v3
mistral-large-3
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comaugmentcode.comhuggingface.co

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIAugment CodeHuggingChat
Trust Score (25%)
19%
24%
19%
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%
80%
55%
80%