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Start Over4/5 selected
NotebookLM67
Lovable12
OpenAI Codex CLI70
Ollama15

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Research Agents

Market67
Trust19
Trend55
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
0
Views
Market70
Trust24
Trend60
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market15
Trust24
Trend52
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMLovableOpenAI Codex CLIOllama
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumusage basedopen source
Deploymentweb appweb appapidesktop
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67127015
Trust Score19192424
Trend Score55506052
Watchers1,90002,9000
Page Views36000105400000
Upvotes4,20006,2000
CountryUSSEUSUS
Founded2,0232,0232,0252,023
Agent Typeassistantagentagentassistant
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
gpt-5-codex
o3
llama-4
deepseek-v3
gemma-3
Docs
Open Source
Demo
Websitenotebooklm.google.comlovable.devopenai.comollama.com

Score Factor Breakdown

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