Directory

Compare Agents

Start Over4/5 selected
HuggingChat70
Ideogram12
Augment Code67
NotebookLM67
Market70
Trust24
Trend53
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market12
Trust19
Trend43
Votes50%
0
Watch
0
Votes
0
Views
Market67
Trust19
Trend61
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market67
Trust19
Trend60
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views

Side-by-Side Comparison

FeatureHuggingChatIdeogramAugment CodeNotebookLM
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumpaidfreemium
Deploymentweb appweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70126767
Trust Score24191919
Trend Score53436160
Watchers98002,2001,900
Page Views2200000390000360001
Upvotes2,10004,8004,200
CountryUSCAUSUS
Founded2,0232,0232,0232,023
Agent Typeassistantmodelagentassistant
Model Stack
llama-4
deepseek-v3
mistral-large-3
ideogram-3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitehuggingface.coideogram.aiaugmentcode.comnotebooklm.google.com

Score Factor Breakdown

Factor (weight)HuggingChatIdeogramAugment CodeNotebookLM
Trust Score (25%)
24%
19%
19%
19%
Watchers (20%)
100%
0%
100%
100%
Net Votes (20%)
100%
0%
100%
100%
Page Views (15%)
100%
0%
100%
100%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
80%
55%
55%
55%