Directory

Compare Agents

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

Side-by-Side Comparison

FeatureHuggingChatIdeogramLovableOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumfreemiumusage based
Deploymentweb appweb appweb appapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score70121270
Trust Score24191924
Trend Score42463856
Watchers980002,900
Page Views22000000540000
Upvotes2,100006,200
CountryUSCASEUS
Founded2,0232,0232,0232,025
Agent Typeassistantmodelagentagent
Model Stack
llama-4
deepseek-v3
mistral-large-3
ideogram-3
claude-sonnet-4.6
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitehuggingface.coideogram.ailovable.devopenai.com

Score Factor Breakdown

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