Directory

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Start Over4/5 selected
NotebookLM67
CrewAI70
GitHub Copilot70
Devin67

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Research Agents

Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend57
Votes97%
580
Watch
1,100
Votes
120.0k
Views
Market70
Trust29
Trend20
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend39
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMCrewAIGitHub CopilotDevin
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumopen sourcepaidpaid
Deploymentweb appapibrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19242919
Trend Score47572039
Watchers1,9005807,1002,800
Page Views3600011200031900001650000
Upvotes4,2001,10014,2005,900
CountryUSUSUSUS
Founded2,0232,0232,0212,024
Agent Typeassistantagentcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
llama-4
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comcrewai.comgithub.comdevin.ai

Score Factor Breakdown

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