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Start Over4/5 selected
NotebookLM67
HuggingChat70
Augment Code67
Windsurf70

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Market67
Trust19
Trend57
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend57
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend55
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend60
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views

Side-by-Side Comparison

FeatureNotebookLMHuggingChatAugment CodeWindsurf
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreepaidfreemium
Deploymentweb appweb appbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67706770
Trust Score19241924
Trend Score57575560
Watchers1,9009802,2002,400
Page Views360001220000390000560001
Upvotes4,2002,1004,8005,000
CountryUSUSUSUS
Founded2,0232,0232,0232,021
Agent Typeassistantassistantagentcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
llama-4
deepseek-v3
mistral-large-3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comhuggingface.coaugmentcode.comwindsurf.com

Score Factor Breakdown

Factor (weight)NotebookLMHuggingChatAugment CodeWindsurf
Trust Score (25%)
19%
24%
19%
24%
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%
80%