Enoki vs HiddenLayer: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for Enoki and HiddenLayer side by side. This page compares data; it is not a hands-on review.
On the data: On the data below, Enoki leads on a free plan. We do not name an overall winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Enoki
Red-team deployed AI agents, trace attacks, and verify security fixes
Best for you if:
- • Engineering, AI and security teams shipping AI agents or MCP servers that need security, safety and policy testing on every release
HiddenLayer
Secure your AI applications from discovery to runtime
Best for you if:
- • You want provides comprehensive security across the entire AI lifecycle
| At a Glance | Enoki | HiddenLayer |
|---|---|---|
Starts at | Free plan | Not published |
Category | Security Vulnerability Scanning | AI Agents Security |
Rating | n/a | n/a |
Free plan | Yes | No |
Choose Enoki or HiddenLayer?
Choose Enoki if
- Engineering, AI and security teams shipping AI agents or MCP servers that need security, safety and policy testing on every release
- You want a free tier before you commit
- You work in security, not AI agents
Choose HiddenLayer if
- You want provides comprehensive security across the entire AI lifecycle
- You want offers non-invasive protection without accessing sensitive customer data or proprietary models
- You work in AI agents, not security
In-Depth Analysis
Enoki
Red-team deployed AI agents, trace attacks, and verify security fixes
Enoki's free tier is generous, offering a full assessment of one agent at no cost, which is ideal for initial evaluation.
Key features
HiddenLayer
Secure your AI applications from discovery to runtime
Strengths
- Pro: Provides comprehensive security across the entire AI lifecycle.
- Pro: Offers non-invasive protection without accessing sensitive customer data or proprietary models.
- Pro: Reduces exposure to AI exploits and helps ensure compliance.
- Pro: Enables continuous validation of AI defenses against evolving threats.
- Pro: Simplifies deployment through pre-built integrations with existing enterprise tools.
Weaknesses
- Con: Requires integration into existing development and security workflows.
- Con: Focuses specifically on AI security, which may require additional traditional cybersecurity tools.
Key features
Plans and prices: Enoki vs HiddenLayer
| Tool | Plans and prices | Source |
|---|---|---|
| Enoki |
| enokilabs.ai/pricing |
| HiddenLayer | No plan prices on file | hiddenlayer.com |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on Enoki pricing and HiddenLayer pricing.
Key Takeaways
Enoki
- Has a free plan
HiddenLayer
- Choose if you want secure your AI applications from discovery to runtime
What the data shows
On the data below, Enoki leads on a free plan. We do not name an overall winner for this pair.
- Only Enoki has a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do Enoki and HiddenLayer compare in 2026?
On the data below, Enoki leads on a free plan. We do not name an overall winner for this pair. Only Enoki has a free plan.
What are Enoki and HiddenLayer used for?
Enoki: Red-team deployed AI agents, trace attacks, and verify security fixes. HiddenLayer: Secure your AI applications from discovery to runtime.
What does Enoki cost vs HiddenLayer?
Enoki has no public paid-plan price on file. HiddenLayer has no public paid-plan price on file.
What's the main difference between Enoki and HiddenLayer?
Enoki focuses on red-team deployed AI agents, trace attacks, and verify security fixes. HiddenLayer's main strength: provides comprehensive security across the entire AI lifecycle.