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NotebookLM12
GitHub Copilot15
Augment Code12
Lovable12

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Data Analysis

Showing 2 agents in this category for fair comparison.

BarChartAcontext14BarChartTrendRadar14

NotebookLM

Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views

GitHub Copilot

Market15
Trust29
Trend50.05
Votes50%
0
Watch
0
Votes
39
Views

Augment Code

Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views

Lovable

Market12
Trust19
Trend45.05
Votes50%
0
Watch
0
Votes
26
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotAugment CodeLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidpaidfreemium
Deploymentweb appbrowser extensionbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12151212
Trust Score19291919
Trend Score51.150.055045.05
Watchers0000
Page Views36393026
Upvotes0000
CountryUSUSUSSE
Founded————
Agent Typeassistantcopilotcopilottool
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-opus-4.6
claude-sonnet-4.6
gpt-5
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comaugmentcode.comlovable.dev

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotAugment CodeLovable
Trust Score (25%)
19%
29%
19%
19%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
0%
0%
0%
Verification (10%)
13%
25%
13%
13%
Completeness (10%)
55%
55%
55%
55%
View NotebookLM →View GitHub Copilot →View Augment Code →View Lovable →