Directory

Compare Agents

GitHub Copilot90
NotebookLM68
HuggingChat54
Claude Code82
Augment Code71

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Chatbots

Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market54
Trust0
Trend55
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market82
Trust0
Trend92
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views

Side-by-Side Comparison

FeatureGitHub CopilotNotebookLMHuggingChatClaude CodeAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingpaidfreemiumfreepaidpaid
Deploymentbrowser extensionweb appweb appapibrowser extension
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score9068548271
Trust Score00000
Trend Score8272559280
Watchers7,1001,9009803,8002,200
Page Views1900000360000220000620000390000
Upvotes14,2004,2002,1007,8004,800
CountryUSUSUSUSUS
Founded
Agent Typecopilotassistantassistantagentagent
Model Stack
gpt-5
claude-4-5-sonnet
gemini-3-pro
gemini-3-pro
gemini-3-flash
llama-3.1-405b
mixtral-8x22b
gemma-2-27b
claude-4-5-opus
claude-4-5-sonnet
claude-4-5-opus
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitegithub.comnotebooklm.google.comhuggingface.coclaude.aiaugmentcode.com

Score Factor Breakdown

Factor (weight)GitHub CopilotNotebookLMHuggingChatClaude CodeAugment Code
Trust Score (25%)
0%
0%
0%
0%
0%
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%)
25%
13%
13%
13%
13%
Completeness (10%)
55%
55%
80%
55%
55%