Directory

Compare Agents

NotebookLM67
Cohere Command R+67
HuggingChat70
Augment Code67
OpenAI Codex CLI70
Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend57
Votes97%
1,200
Watch
2,600
Votes
280.0k
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
Market70
Trust24
Trend52
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMCohere Command R+HuggingChatAugment CodeOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreepaidusage based
Deploymentweb appapiweb appbrowser extensionapi
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6767706770
Trust Score1919241924
Trend Score5657575452
Watchers1,9001,2009802,2002,900
Page Views360001280000220000390000540000
Upvotes4,2002,6002,1004,8006,200
CountryUSCAUSUSUS
Founded2,0232,0192,0232,0232,025
Agent Typeassistantassistantassistantagentagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
command-r-plus
command-r
embed-v3
llama-4
deepseek-v3
mistral-large-3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comcohere.comhuggingface.coaugmentcode.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMCohere Command R+HuggingChatAugment CodeOpenAI Codex CLI
Trust Score (25%)
19%
19%
24%
19%
24%
Watchers (20%)
100%
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
13%
Completeness (10%)
55%
55%
80%
55%
80%