Directory

Compare Agents

NotebookLM67
Augment Code67
OpenAI Codex CLI70
HuggingChat70
Claude Code67

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Research Agents

Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend54
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend52
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust24
Trend57
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend51
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeOpenAI Codex CLIHuggingChatClaude Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfreepaid
Deploymentweb appbrowser extensionapiweb appapi
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6767707067
Trust Score1919242419
Trend Score5654525751
Watchers1,9002,2002,9009803,800
Page Views360001390000540000220000620001
Upvotes4,2004,8006,2002,1007,800
CountryUSUSUSUSUS
Founded2,0232,0232,0252,0232,024
Agent Typeassistantagentagentassistantagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
llama-4
deepseek-v3
mistral-large-3
claude-opus-4.6
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comopenai.comhuggingface.coclaude.ai

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeOpenAI Codex CLIHuggingChatClaude Code
Trust Score (25%)
19%
19%
24%
24%
19%
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%
13%
Completeness (10%)
55%
55%
80%
80%
55%