Directory

Compare Agents

Start Over4/5 selected
Microsoft Copilot70
HuggingChat70
NotebookLM67
GitHub Copilot70

Add another agent
Productivity

Market70
Trust29
Trend32
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market70
Trust24
Trend57
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend32
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureMicrosoft CopilotHuggingChatNotebookLMGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreefreemiumpaid
Deploymentweb appweb appweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70706770
Trust Score29241929
Trend Score32575632
Watchers3,5009801,9007,100
Page Views8500002200003600011900001
Upvotes7,2002,1004,20014,200
CountryUSUSUSUS
Founded2,0232,0232,0232,021
Agent Typecopilotassistantassistantcopilot
Model Stack
gpt-5
gpt-4o
llama-4
deepseek-v3
mistral-large-3
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitecopilot.microsoft.comhuggingface.conotebooklm.google.comgithub.com

Score Factor Breakdown

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