Directory

Compare Agents

Start Over4/5 selected
HuggingChat70
NotebookLM67
Claude Code67
OpenAI Codex CLI70
Market70
Trust24
Trend50
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend59
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market70
Trust24
Trend58
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureHuggingChatNotebookLMClaude CodeOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumpaidusage based
Deploymentweb appweb appapiapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70676770
Trust Score24191924
Trend Score50535958
Watchers9801,9003,8002,900
Page Views220000360001620001540000
Upvotes2,1004,2007,8006,200
CountryUSUSUSUS
Founded2,0232,0232,0242,025
Agent Typeassistantassistantagentagent
Model Stack
llama-4
deepseek-v3
mistral-large-3
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitehuggingface.conotebooklm.google.comclaude.aiopenai.com

Score Factor Breakdown

Factor (weight)HuggingChatNotebookLMClaude CodeOpenAI Codex CLI
Trust Score (25%)
24%
19%
19%
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%
13%
13%
Completeness (10%)
80%
55%
55%
80%