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Compare Agents

NotebookLM68
HuggingChat54
Claude Code82
Augment Code71
OpenAI Codex CLI76

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Research Agents

Showing 5 agents in this category for fair comparison.

Maximum 5 agents per comparison.

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
Market82
Trust0
Trend92
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market76
Trust0
Trend85
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMHuggingChatClaude CodeAugment CodeOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreepaidpaidusage based
Deploymentweb appweb appapibrowser extensionapi
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6854827176
Trust Score00000
Trend Score7255928085
Watchers1,9009803,8002,2002,900
Page Views360000220000620000390000540000
Upvotes4,2002,1007,8004,8006,200
CountryUSUSUSUSUS
Founded
Agent Typeassistantassistantagentagentagent
Model Stack
gemini-3-pro
gemini-3-flash
llama-3.1-405b
mixtral-8x22b
gemma-2-27b
claude-4-5-opus
claude-4-5-sonnet
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comhuggingface.coclaude.aiaugmentcode.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMHuggingChatClaude CodeAugment CodeOpenAI Codex CLI
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%
13%
13%
Completeness (10%)
55%
80%
55%
55%
80%