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Custodian Labs vs gamAI

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 gamAI
DetailCustodian Labs logo Custodian LabsgamAI logo gamAI
What it doesDeploy production-grade AI agents in 2 minutes with built-in PII protection Trust layer for AI agents with deterministic gating, isolated execution, and proof for every action
StageNot given Not given
FoundedNot given Not given
Based inNZ Not given
Pricing modelFreemium Not given
PricingBasic (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 Not given
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
  • Deterministic gate that decides before running language models
  • Isolated code execution with sandboxing and micro-VMs
  • Append-only audit logs with SHA-256 manifests and hash-chained verification
  • Honesty measurement under load across multiple nodes
  • Fleet management with trust plane for machines
  • OpenAI-compatible endpoints and MCP support
  • 49% UI grounding capability on 600 tasks
  • 95.2% tool calling accuracy
  • 31.6 milliseconds p50 task latency
  • 0.43% false claim rate on 12,344 recorded actions
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
  • Complete auditability with cryptographic proof for every action
  • No vendor lock-in with open standards and open source
  • Measured honesty benchmarks with 0.43% false claim rate
  • Production-ready with verified open source repositories and green CI
Community votes00
DR (Domain Rating by Ahrefs)3 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)94
Citation Flow (Majestic)2315
Referring domains (Majestic)523

3 details filled in for both companies.

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