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NotebookLM12
Gemma 315
Augment Code12
GitHub Copilot15

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Research Agents

Showing 8 agents in this category for fair comparison.

SearchLazyLLM14SearchLangchain14SearchLlama Index13SearchLlama Index Core13SearchElicit12SearchConsensus AI12SearchYou.com12SearchxAI: Grok 4.20 Multi Agent10

NotebookLM

Market12
Trust19
Trend51.05
Votes50%
0
Watch
0
Votes
34
Views

Gemma 3

Market15
Trust24
Trend47
Votes50%
0
Watch
0
Votes
45
Views

Augment Code

Market12
Trust19
Trend51
Votes50%
0
Watch
0
Votes
27
Views

GitHub Copilot

Market15
Trust29
Trend48
Votes50%
0
Watch
0
Votes
38
Views

Side-by-Side Comparison

FeatureNotebookLMGemma 3Augment CodeGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumopen sourcepaidpaid
Deploymentweb appapibrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12151215
Trust Score19241929
Trend Score51.05475148
Watchers0000
Page Views34452738
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typeassistantmodelcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gemma-3-27b
gemma-3-9b
gemma-3-2b
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comai.google.devaugmentcode.comgithub.com

Score Factor Breakdown

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