Directory

Compare Agents

Start Over4/5 selected
HuggingChat70
NotebookLM67
OpenAI Codex CLI70
GitHub Copilot70
Market70
Trust24
Trend53
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend51
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend19
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureHuggingChatNotebookLMOpenAI Codex CLIGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumusage basedpaid
Deploymentweb appweb appapibrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70677070
Trust Score24192429
Trend Score53545119
Watchers9801,9002,9007,100
Page Views2200003600015400001900001
Upvotes2,1004,2006,20014,200
CountryUSUSUSUS
Founded2,0232,0232,0252,021
Agent Typeassistantassistantagentcopilot
Model Stack
llama-4
deepseek-v3
mistral-large-3
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitehuggingface.conotebooklm.google.comopenai.comgithub.com

Score Factor Breakdown

Factor (weight)HuggingChatNotebookLMOpenAI Codex CLIGitHub Copilot
Trust Score (25%)
24%
19%
24%
29%
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%
25%
Completeness (10%)
80%
55%
80%
55%