Directory

Compare Agents

Start Over4/5 selected
Devin67
Ideogram12
NotebookLM67
OpenAI Codex CLI70
Market67
Trust19
Trend73
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views
Market12
Trust19
Trend43
Votes50%
0
Watch
0
Votes
0
Views
Market67
Trust19
Trend60
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend68
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureDevinIdeogramNotebookLMOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingpaidfreemiumfreemiumusage based
Deploymentweb appweb appweb appapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67126770
Trust Score19191924
Trend Score73436068
Watchers2,80001,9002,900
Page Views6500000360001540000
Upvotes5,90004,2006,200
CountryUSCAUSUS
Founded2,0242,0232,0232,025
Agent Typeagentmodelassistantagent
Model Stack
claude-sonnet-4.6
gpt-5
ideogram-3
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitedevin.aiideogram.ainotebooklm.google.comopenai.com

Score Factor Breakdown

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