Directory

Compare Agents

Start Over4/5 selected
NotebookLM68
OpenAI Codex CLI76
Augment Code71
Devin73
Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market76
Trust0
Trend85
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market73
Trust0
Trend85
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIAugment CodeDevin
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidenterprise
Deploymentweb appapibrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score68767173
Trust Score0000
Trend Score72858085
Watchers1,9002,9002,2002,800
Page Views360000540000390000650000
Upvotes4,2006,2004,8005,900
CountryUSUSUSUS
Founded
Agent Typeassistantagentagentagent
Model Stack
gemini-3-pro
gemini-3-flash
gpt-5
gpt-5-codex
o3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comaugmentcode.comcognition.ai

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIAugment CodeDevin
Trust Score (25%)
0%
0%
0%
0%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
55%
80%
55%
55%