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Start Over4/5 selected
NotebookLM67
GitHub Copilot70
OpenAI Codex CLI70
Lovable12

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Research Agents

Showing 6 agents in this category for fair comparison.

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Market67
Trust19
Trend43
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend100
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust24
Trend40
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market12
Trust19
Trend45
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotOpenAI Codex CLILovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfreemium
Deploymentweb appbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707012
Trust Score19292419
Trend Score431004045
Watchers1,9007,1002,9000
Page Views36000019000015400000
Upvotes4,20014,2006,2000
CountryUSUSUSSE
Founded2,0232,0212,0252,023
Agent Typeassistantcopilotagentagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gpt-5
gpt-5-codex
o3
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comopenai.comlovable.dev

Score Factor Breakdown

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