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

Lakera Guard

NeMo Guardrails

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

Choose NeMo Guardrails when…

•You need enterprise-grade programmable safety controls on LLM outputs
•You're deploying an LLM in a regulated or customer-facing context
•You want topic and behavior constraints that go beyond simple prompt engineering

Field

Lakera Guard

NeMo Guardrails

Shared Connections (1)

Guardrails AI

Only Lakera Guard (3)

NeMo GuardrailsLLM GuardOpenAI Guardrails

Only NeMo Guardrails (3)

LiteLLMLangChainLakera Guard

See full comparison in Explore →