Directory

Compare Agents

NotebookLM67
OpenAI Codex CLI70
Augment Code67
CrewAI70
GitHub Copilot70

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Research Agents

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
Market70
Trust29
Trend20
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIAugment CodeCrewAIGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidopen sourcepaid
Deploymentweb appapibrowser extensionapibrowser extension
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6770677070
Trust Score1924192429
Trend Score4740455720
Watchers1,9002,9002,2005807,100
Page Views3600015400003900001200031900001
Upvotes4,2006,2004,8001,10014,200
CountryUSUSUSUSUS
Founded2,0232,0252,0232,0232,021
Agent Typeassistantagentagentagentcopilot
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
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comaugmentcode.comcrewai.comgithub.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIAugment CodeCrewAIGitHub Copilot
Trust Score (25%)
19%
24%
19%
24%
29%
Watchers (20%)
100%
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
25%
Completeness (10%)
55%
80%
55%
80%
55%