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NotebookLM12
Windsurf15
Augment Code12
GitHub Copilot15

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Research Agents

Showing 8 agents in this category for fair comparison.

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NotebookLM

Market12
Trust19
Trend51.2
Votes50%
0
Watch
0
Votes
38
Views

Windsurf

Market15
Trust24
Trend50.25
Votes50%
0
Watch
0
Votes
51
Views

Augment Code

Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views

GitHub Copilot

Market15
Trust29
Trend50.3
Votes50%
0
Watch
0
Votes
44
Views

Side-by-Side Comparison

FeatureNotebookLMWindsurfAugment CodeGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidpaid
Deploymentweb appbrowser extensionbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12151215
Trust Score19241929
Trend Score51.250.2550.250.3
Watchers0000
Page Views38513444
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typeassistantcopilotcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comwindsurf.comaugmentcode.comgithub.com

Score Factor Breakdown

Factor (weight)NotebookLMWindsurfAugment CodeGitHub Copilot
Trust Score (25%)
19%
24%
19%
29%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
1%
0%
0%
Verification (10%)
13%
13%
13%
25%
Completeness (10%)
55%
80%
55%
55%
View NotebookLM →View Windsurf →View Augment Code →View GitHub Copilot →