Directory

Compare Agents

Start Over4/5 selected
Ideogram12
OpenAI Codex CLI70
NotebookLM67
Lovable12
Market12
Trust19
Trend46
Votes50%
0
Watch
0
Votes
0
Views
Market70
Trust24
Trend56
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market12
Trust19
Trend38
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureIdeogramOpenAI Codex CLINotebookLMLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedfreemiumfreemium
Deploymentweb appapiweb appweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12706712
Trust Score19241919
Trend Score46564738
Watchers02,9001,9000
Page Views05400003600010
Upvotes06,2004,2000
CountryCAUSUSSE
Founded2,0232,0252,0232,023
Agent Typemodelagentassistantagent
Model Stack
ideogram-3
gpt-5
gpt-5-codex
o3
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
Docs
Open Source
Demo
Websiteideogram.aiopenai.comnotebooklm.google.comlovable.dev

Score Factor Breakdown

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