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NotebookLM12
Aider15
Augment Code12
GitHub Copilot15

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Research Agents

Showing 8 agents in this category for fair comparison.

SearchGemma 315SearchLazyLLM14SearchLangchain14SearchLlama Index13SearchLlama Index Core13SearchElicit12SearchYou.com12SearchConsensus AI12

NotebookLM

Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views

Aider

Market15
Trust24
Trend50.1
Votes50%
0
Watch
0
Votes
47
Views

Augment Code

Market12
Trust19
Trend50.1
Votes50%
0
Watch
0
Votes
32
Views

GitHub Copilot

Market15
Trust29
Trend50.2
Votes50%
0
Watch
0
Votes
42
Views

Side-by-Side Comparison

FeatureNotebookLMAiderAugment CodeGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumopen sourcepaidpaid
Deploymentweb appapibrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12151215
Trust Score19241929
Trend Score51.1550.150.150.2
Watchers0000
Page Views37473242
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typeassistantcopilotcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
gpt-5
deepseek-v3
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.comaider.chataugmentcode.comgithub.com

Score Factor Breakdown

Factor (weight)NotebookLMAiderAugment 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%
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