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GitHub Copilot15
Augment Code12
Gemma 315
NotebookLM12

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Research Agents

Showing 8 agents in this category for fair comparison.

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GitHub Copilot

Market15
Trust29
Trend53
Votes50%
0
Watch
0
Votes
38
Views

Augment Code

Market12
Trust19
Trend51
Votes50%
0
Watch
0
Votes
27
Views

Gemma 3

Market15
Trust24
Trend54
Votes50%
0
Watch
0
Votes
45
Views

NotebookLM

Market12
Trust19
Trend52
Votes50%
0
Watch
0
Votes
33
Views

Side-by-Side Comparison

FeatureGitHub CopilotAugment CodeGemma 3NotebookLM
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingpaidpaidopen sourcefreemium
Deploymentbrowser extensionbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score15121512
Trust Score29192419
Trend Score53515452
Watchers0000
Page Views38274533
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typecopilotcopilotmodelassistant
Model Stack
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gemma-3-27b
gemma-3-9b
gemma-3-2b
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitegithub.comaugmentcode.comai.google.devnotebooklm.google.com

Score Factor Breakdown

Factor (weight)GitHub CopilotAugment CodeGemma 3NotebookLM
Trust Score (25%)
29%
19%
24%
19%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
0%
0%
0%
Verification (10%)
25%
13%
13%
13%
Completeness (10%)
55%
55%
80%
55%
View GitHub Copilot →View Augment Code →View Gemma 3 →View NotebookLM →