Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
Ideogram12
Windsurf70
OpenAI Codex CLI70
Market67
Trust19
Trend60
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market12
Trust19
Trend43
Votes50%
0
Watch
0
Votes
0
Views
Market70
Trust24
Trend69
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views
Market70
Trust24
Trend68
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMIdeogramWindsurfOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumfreemiumusage based
Deploymentweb appweb appbrowser extensionapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67127070
Trust Score19192424
Trend Score60436968
Watchers1,90002,4002,900
Page Views3600010560001540000
Upvotes4,20005,0006,200
CountryUSCAUSUS
Founded2,0232,0232,0212,025
Agent Typeassistantmodelcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
ideogram-3
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comideogram.aiwindsurf.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMIdeogramWindsurfOpenAI Codex CLI
Trust Score (25%)
19%
19%
24%
24%
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%)
55%
55%
80%
80%