Directory

Compare Agents

Start Over4/5 selected
HuggingChat70
OpenAI Codex CLI70
NotebookLM67
GitHub Copilot70
Market70
Trust24
Trend50
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market70
Trust24
Trend58
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend61
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureHuggingChatOpenAI Codex CLINotebookLMGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreeusage basedfreemiumpaid
Deploymentweb appapiweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70706770
Trust Score24241929
Trend Score50585361
Watchers9802,9001,9007,100
Page Views2200005400003600011900001
Upvotes2,1006,2004,20014,200
CountryUSUSUSUS
Founded2,0232,0252,0232,021
Agent Typeassistantagentassistantcopilot
Model Stack
llama-4
deepseek-v3
mistral-large-3
gpt-5
gpt-5-codex
o3
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitehuggingface.coopenai.comnotebooklm.google.comgithub.com

Score Factor Breakdown

Factor (weight)HuggingChatOpenAI Codex CLINotebookLMGitHub Copilot
Trust Score (25%)
24%
24%
19%
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%
80%
55%
55%