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Start Over4/5 selected
NotebookLM67
Devin67
OpenAI Codex CLI70
Lovable12

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Research Agents

Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend39
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views
Market70
Trust24
Trend40
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market12
Trust19
Trend60
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMDevinOpenAI Codex CLILovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfreemium
Deploymentweb appweb appapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677012
Trust Score19192419
Trend Score47394060
Watchers1,9002,8002,9000
Page Views3600016500005400000
Upvotes4,2005,9006,2000
CountryUSUSUSSE
Founded2,0232,0242,0252,023
Agent Typeassistantagentagentagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
gpt-5
gpt-5-codex
o3
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comdevin.aiopenai.comlovable.dev

Score Factor Breakdown

Factor (weight)NotebookLMDevinOpenAI Codex CLILovable
Trust Score (25%)
19%
19%
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%
13%
13%
13%
Completeness (10%)
55%
55%
80%
55%