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NotebookLM68
Continue.dev62
Aider64
Lovable69

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Showing 5 agents in this category for fair comparison.

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Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market62
Trust0
Trend62
Votes50%
0
Watch
0
Votes
0
Views
Market64
Trust0
Trend64
Votes50%
0
Watch
0
Votes
0
Views
Market69
Trust0
Trend69
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMContinue.devAiderLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumopen sourceopen sourcefreemium
Deploymentweb appbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68626469
Trust Score0000
Trend Score72626469
Watchers1,900000
Page Views360000000
Upvotes4,200000
CountryUSUSUSSE
Founded
Agent Typeassistantcopilotcopilotagent
Model Stack
gemini-3-pro
gemini-3-flash
claude-sonnet-4.6
gpt-5
llama-4
claude-opus-4.6
gpt-5
deepseek-v3
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comcontinue.devaider.chatlovable.dev

Score Factor Breakdown

Factor (weight)NotebookLMContinue.devAiderLovable
Trust Score (25%)
0%
0%
0%
0%
Watchers (20%)
100%
0%
0%
0%
Net Votes (20%)
100%
0%
0%
0%
Page Views (15%)
100%
0%
0%
0%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
55%
80%
80%
55%