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Head-to-head comparison

Zenity vs HiddenLayer

Compare Zenity and HiddenLayer side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.

Feature comparison

Feature
Zenity
HiddenLayer
Category
ai-security
ai-security
Pricing
Contact
Paid
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support

Zenity pros and cons

Broad coverage across SaaS, cloud and endpoint agents
Shadow-agent discovery addresses a real blind spot
Three-pillar model (observability, AISPM, AIDR) is comprehensive
Best-funded independent vendor in this set (~$180M)
Agent security is a young, fast-changing category
Enterprise-only with no public pricing
Cloud-delivered; no self-hosted option advertised

HiddenLayer pros and cons

Broad, model-centric AI security platform
Discovery, supply chain, runtime, and simulation in one
Detections mapped to MITRE ATLAS and OWASP
Well funded and independent as of 2026
Enterprise-only, custom pricing with no free tier
Requires a sales process to evaluate
Independence carries potential acquisition risk

Which one should you choose?

Best overall signal
HiddenLayer

Selected using Toolglade popularity signals such as views and votes.

Best value signal
Zenity

Selected using free-plan availability and engagement signals.

Best for

Zenity

  • AI agent discovery and inventory
  • shadow agent detection
  • agent posture management
  • runtime agent control
  • Enterprises with large Copilot or Power Platform footprints

HiddenLayer

  • Discovering and inventorying AI assets
  • Scanning models for supply-chain risks
  • Runtime defense of deployed models
  • Adversarial attack simulation and red-teaming
  • Enterprises with significant AI deployments

FAQ

Is Zenity better than HiddenLayer?

It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.

Which tool has a free plan?

Zenity may not and HiddenLayer may not offer a free plan based on current Toolglade data.