Directory

Compare Agents

Start Over4/5 selected
NotebookLM68
HuggingChat54
Augment Code71
Devin73
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
Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market73
Trust0
Trend85
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMHuggingChatAugment CodeDevin
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreepaidenterprise
Deploymentweb appweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68547173
Trust Score0000
Trend Score72558085
Watchers1,9009802,2002,800
Page Views360000220000390000650000
Upvotes4,2002,1004,8005,900
CountryUSUSUSUS
Founded
Agent Typeassistantassistantagentagent
Model Stack
gemini-3-pro
gemini-3-flash
llama-3.1-405b
mixtral-8x22b
gemma-2-27b
claude-4-5-opus
claude-4-5-sonnet
gpt-5
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comhuggingface.coaugmentcode.comcognition.ai

Score Factor Breakdown

Factor (weight)NotebookLMHuggingChatAugment CodeDevin
Trust Score (25%)
0%
0%
0%
0%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
55%
80%
55%
55%