Directory

Compare Agents

NotebookLM67
ChatGPT70
Augment Code67
GitHub Copilot70
OpenAI Codex CLI70
Market67
Trust19
Trend54
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend19
Votes98%
9,200
Watch
18,500
Votes
2800.0k
Views
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust29
Trend19
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust24
Trend51
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMChatGPTAugment CodeGitHub CopilotOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidpaidusage based
Deploymentweb appweb appbrowser extensionbrowser extensionapi
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6770677070
Trust Score1929192924
Trend Score5419541951
Watchers1,9009,2002,2007,1002,900
Page Views36000128000003900001900001540000
Upvotes4,20018,5004,80014,2006,200
CountryUSUSUSUSUS
Founded2,0232,0222,0232,0212,025
Agent Typeassistantassistantagentcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5.2
gpt-5.2-thinking
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comchatgpt.comaugmentcode.comgithub.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMChatGPTAugment CodeGitHub CopilotOpenAI Codex CLI
Trust Score (25%)
19%
29%
19%
29%
24%
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%
25%
13%
25%
13%
Completeness (10%)
55%
55%
55%
55%
80%