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Compare Agents

NotebookLM67
Augment Code67
OpenAI Codex CLI70
HuggingChat70
Cursor70

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Research Agents

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
Market70
Trust29
Trend30
Votes98%
5,200
Watch
10,500
Votes
1400.0k
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeOpenAI Codex CLIHuggingChatCursor
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfreefreemium
Deploymentweb appbrowser extensionapiweb appdesktop
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6767707070
Trust Score1919242429
Trend Score5654525730
Watchers1,9002,2002,9009805,200
Page Views3600013900005400002200001400000
Upvotes4,2004,8006,2002,10010,500
CountryUSUSUSUSUS
Founded2,0232,0232,0252,0232,022
Agent Typeassistantagentagentassistantcopilot
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
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comopenai.comhuggingface.cocursor.com

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeOpenAI Codex CLIHuggingChatCursor
Trust Score (25%)
19%
19%
24%
24%
29%
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%
25%
Completeness (10%)
55%
55%
80%
80%
55%