Directory

Compare Agents

NotebookLM68
HuggingChat54
OpenAI Codex CLI76
GitHub Copilot90
Augment Code71
Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market54
Trust0
Trend55
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market76
Trust0
Trend85
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market90
Trust0
Trend82
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views

Side-by-Side Comparison

FeatureNotebookLMHuggingChatOpenAI Codex CLIGitHub CopilotAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreeusage basedpaidpaid
Deploymentweb appweb appapibrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6854769071
Trust Score00000
Trend Score7255858280
Watchers1,9009802,9007,1002,200
Page Views3600002200005400001900000390000
Upvotes4,2002,1006,20014,2004,800
CountryUSUSUSUSUS
Founded
Agent Typeassistantassistantagentcopilotagent
Model Stack
gemini-3-pro
gemini-3-flash
llama-3.1-405b
mixtral-8x22b
gemma-2-27b
gpt-5
gpt-5-codex
o3
gpt-5
claude-4-5-sonnet
gemini-3-pro
claude-4-5-opus
claude-4-5-sonnet
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.comhuggingface.coopenai.comgithub.comaugmentcode.com

Score Factor Breakdown

Factor (weight)NotebookLMHuggingChatOpenAI Codex CLIGitHub CopilotAugment Code
Trust Score (25%)
0%
0%
0%
0%
0%
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%
25%
13%
Completeness (10%)
55%
80%
80%
55%
55%