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NotebookLM12
Augment Code12
GitHub Copilot15
Windsurf15

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Research Agents

Showing 8 agents in this category for fair comparison.

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NotebookLM

Market12
Trust19
Trend51.3
Votes50%
0
Watch
0
Votes
40
Views

Augment Code

Market12
Trust19
Trend50.4
Votes50%
0
Watch
0
Votes
38
Views

GitHub Copilot

Market15
Trust29
Trend50.55
Votes50%
0
Watch
0
Votes
49
Views

Windsurf

Market15
Trust24
Trend50.4
Votes50%
0
Watch
0
Votes
54
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeGitHub CopilotWindsurf
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidpaidfreemium
Deploymentweb appbrowser extensionbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12121515
Trust Score19192924
Trend Score51.350.450.5550.4
Watchers0000
Page Views40384954
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typeassistantcopilotcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comgithub.comwindsurf.com

Score Factor Breakdown

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