Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
GitHub Copilot70
HuggingChat70
OpenAI Codex CLI70
Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend68
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust24
Trend58
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust24
Trend50
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotHuggingChatOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreeusage based
Deploymentweb appbrowser extensionweb appapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707070
Trust Score19292424
Trend Score54685850
Watchers1,9007,1009802,900
Page Views3600011900001220000540000
Upvotes4,20014,2002,1006,200
CountryUSUSUSUS
Founded2,0232,0212,0232,025
Agent Typeassistantcopilotassistantagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
llama-4
deepseek-v3
mistral-large-3
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comhuggingface.coopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotHuggingChatOpenAI Codex CLI
Trust Score (25%)
19%
29%
24%
24%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
25%
13%
13%
Completeness (10%)
55%
55%
80%
80%