Directory

Compare Agents

Start Over4/5 selected
Microsoft Copilot70
HuggingChat70
NotebookLM67
Augment Code67
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
Market67
Trust19
Trend55
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend58
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views

Side-by-Side Comparison

FeatureMicrosoft CopilotHuggingChatNotebookLMAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreefreemiumpaid
Deploymentweb appweb appweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70706767
Trust Score29241919
Trend Score65515558
Watchers3,5009801,9002,200
Page Views850000220000360001390000
Upvotes7,2002,1004,2004,800
CountryUSUSUSUS
Founded2,0232,0232,0232,023
Agent Typecopilotassistantassistantagent
Model Stack
gpt-5
gpt-4o
llama-4
deepseek-v3
mistral-large-3
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitecopilot.microsoft.comhuggingface.conotebooklm.google.comaugmentcode.com

Score Factor Breakdown

Factor (weight)Microsoft CopilotHuggingChatNotebookLMAugment Code
Trust Score (25%)
29%
24%
19%
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%
13%
13%
Completeness (10%)
55%
80%
55%
55%