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Start Over4/5 selected
NotebookLM67
Augment Code67
OpenAI Codex CLI70
Windsurf70

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Research Agents

Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend51
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust24
Trend48
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeOpenAI Codex CLIWindsurf
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfreemium
Deploymentweb appbrowser extensionapibrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677070
Trust Score19192424
Trend Score54545148
Watchers1,9002,2002,9002,400
Page Views360001390000540000560001
Upvotes4,2004,8006,2005,000
CountryUSUSUSUS
Founded2,0232,0232,0252,021
Agent Typeassistantagentagentcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comopenai.comwindsurf.com

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeOpenAI Codex CLIWindsurf
Trust Score (25%)
19%
19%
24%
24%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
55%
55%
80%
80%