AI tools are all over the place. This is the full landscape — 247 tools across 21 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

Budget

Use case

Stage

Cluster

Stack Layers

What are you building and how is it defined?

How do you write and ship code?

How does your AI think and act?

Which models and infrastructure power it?

How do you build, observe, and extend it?

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These tools competes with

LLM Guard

Lakera Guard

Choose LLM Guard when…

•You need OSS, self-hosted guardrails you can audit
•You want a pluggable validator chain over your own LLM calls
•You cannot send prompts to a managed third-party guardrails service

Choose Lakera Guard when…

•You need real-time prompt-injection defense in production
•You want a managed, enterprise-grade guardrails layer
•You are already on Cisco's security stack

Field

LLM Guard⚠

Lakera Guard

Shared Connections (1)

Guardrails AI

Only LLM Guard (2)

Lakera GuardLiteLLM

Only Lakera Guard (3)

NeMo GuardrailsLLM GuardOpenAI Guardrails

See full comparison in Explore →