Directory

Compare Agents

NotebookLM67
Augment Code67
Claude Code67
HuggingChat70
GitHub Copilot70

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Research Agents

Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market67
Trust19
Trend51
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market70
Trust24
Trend53
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust29
Trend19
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeClaude CodeHuggingChatGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidpaidfreepaid
Deploymentweb appbrowser extensionapiweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6767677070
Trust Score1919192429
Trend Score5454515319
Watchers1,9002,2003,8009807,100
Page Views3600013900006200012200001900001
Upvotes4,2004,8007,8002,10014,200
CountryUSUSUSUSUS
Founded2,0232,0232,0242,0232,021
Agent Typeassistantagentagentassistantcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
claude-opus-4.6
claude-sonnet-4.6
llama-4
deepseek-v3
mistral-large-3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comclaude.aihuggingface.cogithub.com

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeClaude CodeHuggingChatGitHub Copilot
Trust Score (25%)
19%
19%
19%
24%
29%
Watchers (20%)
100%
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
25%
Completeness (10%)
55%
55%
55%
80%
55%