Directory

Compare Agents

Start Over4/5 selected
HuggingChat70
NotebookLM67
GitHub Copilot70
Lovable12
Market70
Trust24
Trend58
Votes97%
980
Watch
2,100
Votes
220.0k
Views
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
Market12
Trust19
Trend55
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureHuggingChatNotebookLMGitHub CopilotLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumpaidfreemium
Deploymentweb appweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70677012
Trust Score24192919
Trend Score58546855
Watchers9801,9007,1000
Page Views22000036000119000010
Upvotes2,1004,20014,2000
CountryUSUSUSSE
Founded2,0232,0232,0212,023
Agent Typeassistantassistantcopilotagent
Model Stack
llama-4
deepseek-v3
mistral-large-3
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
Docs
Open Source
Demo
Websitehuggingface.conotebooklm.google.comgithub.comlovable.dev

Score Factor Breakdown

Factor (weight)HuggingChatNotebookLMGitHub CopilotLovable
Trust Score (25%)
24%
19%
29%
19%
Watchers (20%)
100%
100%
100%
0%
Net Votes (20%)
100%
100%
100%
0%
Page Views (15%)
100%
100%
100%
0%
Verification (10%)
13%
13%
25%
13%
Completeness (10%)
80%
55%
55%
55%