Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
Augment Code67
CrewAI70
Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend40
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market67
Trust19
Trend45
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend57
Votes97%
580
Watch
1,100
Votes
120.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIAugment CodeCrewAI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidopen source
Deploymentweb appapibrowser extensionapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67706770
Trust Score19241924
Trend Score47404557
Watchers1,9002,9002,200580
Page Views360001540000390000120003
Upvotes4,2006,2004,8001,100
CountryUSUSUSUS
Founded2,0232,0252,0232,023
Agent Typeassistantagentagentagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
claude-sonnet-4.6
gpt-5
llama-4
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comaugmentcode.comcrewai.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIAugment CodeCrewAI
Trust Score (25%)
19%
24%
19%
24%
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%
80%