Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
Windsurf70
OpenAI Codex CLI70
Aider15
Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend42
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views
Market70
Trust24
Trend40
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market15
Trust24
Trend57
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMWindsurfOpenAI Codex CLIAider
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumusage basedopen source
Deploymentweb appbrowser extensionapiapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707015
Trust Score19242424
Trend Score47424057
Watchers1,9002,4002,9000
Page Views3600015600015400000
Upvotes4,2005,0006,2000
CountryUSUSUSUS
Founded2,0232,0212,0252,023
Agent Typeassistantcopilotagentcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
gpt-5
gpt-5-codex
o3
claude-opus-4.6
gpt-5
deepseek-v3
Docs
Open Source
Demo
Websitenotebooklm.google.comwindsurf.comopenai.comaider.chat

Score Factor Breakdown

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