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Start Over4/5 selected
NotebookLM67
Augment Code67
HuggingChat70
Devin67

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Research Agents

Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend45
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend53
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend39
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeHuggingChatDevin
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreepaid
Deploymentweb appbrowser extensionweb appweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677067
Trust Score19192419
Trend Score47455339
Watchers1,9002,2009802,800
Page Views360001390000220000650000
Upvotes4,2004,8002,1005,900
CountryUSUSUSUS
Founded2,0232,0232,0232,024
Agent Typeassistantagentassistantagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
llama-4
deepseek-v3
mistral-large-3
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comhuggingface.codevin.ai

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeHuggingChatDevin
Trust Score (25%)
19%
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%)
13%
13%
13%
13%
Completeness (10%)
55%
55%
80%
55%