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Start Over4/5 selected
NotebookLM67
GitHub Copilot70
Runway ML67
OpenAI Codex CLI70

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Research Agents

Market67
Trust19
Trend55
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend60
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend54
Votes97%
1,400
Watch
3,000
Votes
330.0k
Views
Market70
Trust24
Trend60
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotRunway MLOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumusage based
Deploymentweb appbrowser extensionweb appapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67706770
Trust Score19291924
Trend Score55605460
Watchers1,9007,1001,4002,900
Page Views3600011900001330000540000
Upvotes4,20014,2003,0006,200
CountryUSUSUSUS
Founded2,0232,0212,0182,025
Agent Typeassistantcopilotagentagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gen-4
gen-4-turbo
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comrunwayml.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotRunway MLOpenAI Codex CLI
Trust Score (25%)
19%
29%
19%
24%
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%
55%
80%