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Compare Agents

NotebookLM67
GitHub Copilot70
Perplexity AI70
Continue.dev15
Lovable12

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Research Agents

Showing 5 agents in this category for fair comparison.

Maximum 5 agents per comparison.

Market67
Trust19
Trend44
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend100.05
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust29
Trend100
Votes98%
4,600
Watch
9,200
Votes
1200.0k
Views
Market15
Trust24
Trend46
Votes50%
0
Watch
0
Votes
0
Views
Market12
Trust19
Trend44
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotPerplexity AIContinue.devLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumopen sourcefreemium
Deploymentweb appbrowser extensionweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6770701512
Trust Score1929292419
Trend Score44100.051004644
Watchers1,9007,1004,60000
Page Views3600001900001120000000
Upvotes4,20014,2009,20000
CountryUSUSUSUSSE
Founded2,0232,0212,0222,0232,023
Agent Typeassistantcopilotassistantcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
sonar-pro
sonar-huge
gpt-5
claude-sonnet-4.6
gpt-5
llama-4
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comperplexity.aicontinue.devlovable.dev

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotPerplexity AIContinue.devLovable
Trust Score (25%)
19%
29%
29%
24%
19%
Watchers (20%)
100%
100%
100%
0%
0%
Net Votes (20%)
100%
100%
100%
0%
0%
Page Views (15%)
100%
100%
100%
0%
0%
Verification (10%)
13%
25%
25%
13%
13%
Completeness (10%)
55%
55%
55%
80%
55%