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Start Over4/5 selected
NotebookLM67
GitHub Copilot70
OpenAI Codex CLI70
Devin67

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Research Agents

Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend32
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust24
Trend52
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market67
Trust19
Trend52
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotOpenAI Codex CLIDevin
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedpaid
Deploymentweb appbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19292419
Trend Score56325252
Watchers1,9007,1002,9002,800
Page Views3600011900001540000650000
Upvotes4,20014,2006,2005,900
CountryUSUSUSUS
Founded2,0232,0212,0252,024
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
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comopenai.comdevin.ai

Score Factor Breakdown

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