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NotebookLM68
HuggingChat54
GitHub Copilot90
Claude Code82
OpenAI Codex CLI76

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Showing 5 agents in this category for fair comparison.

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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
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market82
Trust0
Trend92
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market76
Trust0
Trend85
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMHuggingChatGitHub CopilotClaude CodeOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreepaidpaidusage based
Deploymentweb appweb appbrowser extensionapiapi
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6854908276
Trust Score00000
Trend Score7255829285
Watchers1,9009807,1003,8002,900
Page Views3600002200001900000620000540000
Upvotes4,2002,10014,2007,8006,200
CountryUSUSUSUSUS
Founded
Agent Typeassistantassistantcopilotagentagent
Model Stack
gemini-3-pro
gemini-3-flash
llama-3.1-405b
mixtral-8x22b
gemma-2-27b
gpt-5
claude-4-5-sonnet
gemini-3-pro
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comhuggingface.cogithub.comclaude.aiopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMHuggingChatGitHub CopilotClaude CodeOpenAI Codex CLI
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%)
13%
13%
25%
13%
13%
Completeness (10%)
55%
80%
55%
55%
80%