Directory

Compare Agents

Start Over4/5 selected
Microsoft Copilot70
Augment Code67
HuggingChat70
NotebookLM67
Market70
Trust29
Trend32
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
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

Side-by-Side Comparison

FeatureMicrosoft CopilotAugment CodeHuggingChatNotebookLM
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreefreemium
Deploymentweb appbrowser extensionweb appweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70677067
Trust Score29192419
Trend Score32545756
Watchers3,5002,2009801,900
Page Views850000390000220000360001
Upvotes7,2004,8002,1004,200
CountryUSUSUSUS
Founded2,0232,0232,0232,023
Agent Typecopilotagentassistantassistant
Model Stack
gpt-5
gpt-4o
claude-4-5-opus
claude-4-5-sonnet
gpt-5
llama-4
deepseek-v3
mistral-large-3
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitecopilot.microsoft.comaugmentcode.comhuggingface.conotebooklm.google.com

Score Factor Breakdown

Factor (weight)Microsoft CopilotAugment CodeHuggingChatNotebookLM
Trust Score (25%)
29%
19%
24%
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%
55%
80%
55%