Directory

Compare Agents

Start Over4/5 selected
Microsoft Copilot70
HuggingChat70
GitHub Copilot70
NotebookLM67
Market70
Trust29
Trend65
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market70
Trust24
Trend51
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust29
Trend60
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend55
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views

Side-by-Side Comparison

FeatureMicrosoft CopilotHuggingChatGitHub CopilotNotebookLM
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreepaidfreemium
Deploymentweb appweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70707067
Trust Score29242919
Trend Score65516055
Watchers3,5009807,1001,900
Page Views8500002200001900001360001
Upvotes7,2002,10014,2004,200
CountryUSUSUSUS
Founded2,0232,0232,0212,023
Agent Typecopilotassistantcopilotassistant
Model Stack
gpt-5
gpt-4o
llama-4
deepseek-v3
mistral-large-3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitecopilot.microsoft.comhuggingface.cogithub.comnotebooklm.google.com

Score Factor Breakdown

Factor (weight)Microsoft CopilotHuggingChatGitHub CopilotNotebookLM
Trust Score (25%)
29%
24%
29%
19%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
25%
13%
25%
13%
Completeness (10%)
55%
80%
55%
55%