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Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
Cursor70
Lovable12

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Research Agents

Market67
Trust19
Trend55
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend60
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend63.10
Votes98%
5,200
Watch
10,500
Votes
1400.0k
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLICursorLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedfreemiumfreemium
Deploymentweb appapidesktopweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707012
Trust Score19242919
Trend Score556063.1050
Watchers1,9002,9005,2000
Page Views36000154000014000020
Upvotes4,2006,20010,5000
CountryUSUSUSSE
Founded2,0232,0252,0222,023
Agent Typeassistantagentcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comcursor.comlovable.dev

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLICursorLovable
Trust Score (25%)
19%
24%
29%
19%
Watchers (20%)
100%
100%
100%
0%
Net Votes (20%)
100%
100%
100%
0%
Page Views (15%)
100%
100%
100%
0%
Verification (10%)
13%
13%
25%
13%
Completeness (10%)
55%
80%
55%
55%