Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
Augment Code67
HuggingChat70
OpenAI Codex CLI70
Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend57
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend50
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust24
Trend58
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeHuggingChatOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreeusage based
Deploymentweb appbrowser extensionweb appapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677070
Trust Score19192424
Trend Score53575058
Watchers1,9002,2009802,900
Page Views360001390000220000540000
Upvotes4,2004,8002,1006,200
CountryUSUSUSUS
Founded2,0232,0232,0232,025
Agent Typeassistantagentassistantagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
llama-4
deepseek-v3
mistral-large-3
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comhuggingface.coopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeHuggingChatOpenAI Codex CLI
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%