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Start Over4/5 selected
NotebookLM67
Ideogram12
Cohere Command R+67
Ollama15

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Research Agents

Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market12
Trust19
Trend55
Votes50%
0
Watch
0
Votes
0
Views
Market67
Trust19
Trend52
Votes97%
1,200
Watch
2,600
Votes
280.0k
Views
Market15
Trust24
Trend57
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMIdeogramCohere Command R+Ollama
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidopen source
Deploymentweb appweb appapidesktop
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67126715
Trust Score19191924
Trend Score47555257
Watchers1,90001,2000
Page Views36000102800010
Upvotes4,20002,6000
CountryUSCACAUS
Founded2,0232,0232,0192,023
Agent Typeassistantmodelassistantassistant
Model Stack
gemini-2.5-pro
gemini-2.5-flash
ideogram-3
command-r-plus
command-r
embed-v3
llama-4
deepseek-v3
gemma-3
Docs
Open Source
Demo
Websitenotebooklm.google.comideogram.aicohere.comollama.com

Score Factor Breakdown

Factor (weight)NotebookLMIdeogramCohere Command R+Ollama
Trust Score (25%)
19%
19%
19%
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%
55%
80%