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Augment Code12
GitHub Copilot15
Gemma 315
NotebookLM12

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Research Agents

Showing 8 agents in this category for fair comparison.

SearchLangchain14SearchLazyLLM14SearchLlama Index13SearchLlama Index Core13SearchElicit12SearchConsensus AI12SearchYou.com12SearchxAI: Grok 4.20 Multi Agent10

Augment Code

Market12
Trust19
Trend51
Votes50%
0
Watch
0
Votes
27
Views

GitHub Copilot

Market15
Trust29
Trend53
Votes50%
0
Watch
0
Votes
38
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

FeatureAugment CodeGitHub CopilotGemma 3NotebookLM
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingpaidpaidopen sourcefreemium
Deploymentbrowser extensionbrowser extensionapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12151512
Trust Score19292419
Trend Score51535452
Watchers0000
Page Views27384533
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typecopilotcopilotmodelassistant
Model Stack
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gemma-3-27b
gemma-3-9b
gemma-3-2b
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websiteaugmentcode.comgithub.comai.google.devnotebooklm.google.com

Score Factor Breakdown

Factor (weight)Augment CodeGitHub CopilotGemma 3NotebookLM
Trust Score (25%)
19%
29%
24%
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%
80%
55%
View Augment Code →View GitHub Copilot →View Gemma 3 →View NotebookLM →