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Cisco Catalyst Center vs HiddenLayer AI Guardrails

Both stand on llm security tools. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Cisco Catalyst Center

Paid APILinuxMac+3
Visit Cisco Catalyst Center

HiddenLayer AI Guardrails

Paid Self-hostedWeb

Choose HiddenLayer AI Guardrails if your organization needs safeguards spanning AI content, MCP traffic, and the wider AI lifecycle, with deployment across varied architectures. The listed plan is a 12-month contract at $5,000,000 a year, so organizations seeking a lower-cost or self-serve option should look elsewhere.

Visit HiddenLayer AI Guardrails

The facts

Cisco Catalyst CenterHiddenLayer AI Guardrails
Free planNoNot published
Open sourceNot publishedNot published
Runs onAPI, Linux, Mac, Self-hosted, Web, WindowsSelf-hosted, Web
Lowest paid planFree or on requestFree or on request
Plans published21
MakerNot publishedNot published
Websitecisco.comhiddenlayer.com
On llm security tools#14 of 31#18 of 31

Cisco Catalyst Center: what it does well

    HiddenLayer AI Guardrails: what it does well

    • Detects and prevents exposure of PII, PHI, and proprietary data.
    • Inspects MCP and framework traffic for threats in real time.
    • Model-agnostic, agentless, and requires no training data.
    • Includes connectors for security, development, and data platforms.
    • Supports cloud, on-premise, and hybrid deployments.

    What to know first

    • The listed platform plan costs $5,000,000 a year.
    • The plan uses a 12-month contract.
    • Additional AWS infrastructure costs may apply.

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