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NotebookLM12
Augment Code12
GitHub Copilot15
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

Augment Code

Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views

GitHub Copilot

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

Lovable

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

Side-by-Side Comparison

FeatureNotebookLMAugment CodeGitHub CopilotLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidpaidfreemium
Deploymentweb appbrowser extensionbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12121512
Trust Score19192919
Trend Score51.15050.0545.05
Watchers0000
Page Views36303926
Upvotes0000
CountryUSUSUSSE
Founded————
Agent Typeassistantcopilotcopilottool
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
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comgithub.comlovable.dev

Score Factor Breakdown

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