Directory

Compare Agents

Start Over4/5 selected
HuggingChat70
Ideogram12
OpenAI Codex CLI70
Lovable12
Market70
Trust24
Trend42
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market12
Trust19
Trend46
Votes50%
0
Watch
0
Votes
0
Views
Market70
Trust24
Trend56
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market12
Trust19
Trend38
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureHuggingChatIdeogramOpenAI Codex CLILovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumusage basedfreemium
Deploymentweb appweb appapiweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70127012
Trust Score24192419
Trend Score42465638
Watchers98002,9000
Page Views22000005400000
Upvotes2,10006,2000
CountryUSCAUSSE
Founded2,0232,0232,0252,023
Agent Typeassistantmodelagentagent
Model Stack
llama-4
deepseek-v3
mistral-large-3
ideogram-3
gpt-5
gpt-5-codex
o3
claude-sonnet-4.6
Docs
Open Source
Demo
Websitehuggingface.coideogram.aiopenai.comlovable.dev

Score Factor Breakdown

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