Custodian Labs vs Muze

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Custodian Labs compared with Muze
Detail	Custodian Labs	Muze
What it does	Deploy production-grade AI agents in 2 minutes with built-in PII protection	Hand it off. Go live your day.
Stage	Not given	Startup
Founded	Not given	Not given
Based in	NZ	Not given
Pricing model	Freemium	Free
Pricing	Basic (Free): 100k tokens, 1k requests, GPT-6 Luna, email and community support. Starter: $19/month (was $49): 1m tokens, 10k requests, all models with newest first, priority 24/7 support, direct roadmap input, monthly 1:1 product call, free compliance assessment. Custom: contact for enterprise need	Free: 200 daily credits every day. Credits refresh at midnight in account's time zone and do not roll over. A typical task uses about 15 credits, covering about 13 typical tasks per day.
Key features	Guardian Layer PII protection with remove, mask, transform or detect options Support for over 100 AI models including OpenAI, Anthropic, Google, Mistral and open-source Build with Python, JavaScript or visual no-code builder Multi-agent routing with specialized agents on different models Tools including web search, Gmail, X, URL scraping and document parsing Built-in knowledge base with automatic retrieval, embeddings and citations Zero infrastructure deployment with hosted endpoint and auto-scaling Session memory included in deployments Bring your own API key or use Custodian-managed models Custom entity types for PII protection	Natural language task description Background task execution for hours or up to 14 days Personal Muze.bot email address Email approval workflow File handling and management Web research and browsing Task progress visibility Source tracking and transparency Daily credit system Task continuation after email replies
What makes it different	Guardian Layer proprietary PII protection keeps context while protecting sensitive data Deploy production agents in 2 minutes with no infrastructure setup One-line model switching across 100+ models without changing agent logic Complete support agent with knowledge base and memory in 6 lines of code Built-in multi-agent routing for specialized agent teams	Operates in the background autonomously while you step away Conversational interface without forms or strict prompts Personal email address that keeps your inbox separate User approval required for external emails
Community votes	0	0
DR (Domain Rating by Ahrefs)	3 no change since last check	10 no change since last check
Trust Flow (Majestic)	9	0
Citation Flow (Majestic)	23	18
Referring domains (Majestic)	52	4

5 details filled in for both companies.

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