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Start Over4/5 selected
NotebookLM67
HuggingChat70
GitHub Copilot70
Windsurf70

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Coding Agents

Showing 8 agents in this category for fair comparison.

Maximum 5 agents per comparison.

Market67
Trust19
Trend48.05
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend44
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust29
Trend81
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust24
Trend48.05
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views

Side-by-Side Comparison

FeatureNotebookLMHuggingChatGitHub CopilotWindsurf
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreepaidfreemium
Deploymentweb appweb appbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707070
Trust Score19242924
Trend Score48.05448148.05
Watchers1,9009807,1002,400
Page Views3600012200001900001560001
Upvotes4,2002,10014,2005,000
CountryUSUSUSUS
Founded2,0232,0232,0212,021
Agent Typeassistantassistantcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
llama-4
deepseek-v3
mistral-large-3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comhuggingface.cogithub.comwindsurf.com

Score Factor Breakdown

Factor (weight)NotebookLMHuggingChatGitHub CopilotWindsurf
Trust Score (25%)
19%
24%
29%
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%
25%
13%
Completeness (10%)
55%
80%
55%
80%