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NeMo Guardrails vs Phoenix

Our take

Pick NeMo Guardrails if you're on a app team who will write Colang and run rails in their own process. Pick Phoenix if you're on a agent team who will self-host Phoenix for $0 (uvx arize-phoenix serve) and only open Arize AX when they want a managed cloud. Skip NeMo Guardrails if you're on a team that want a scan CLI without rails (Garak) or a YAML CI eval (Promptfoo).

NeMo Guardrails

NeMo Guardrails

programmable LLM rails toolkit

Phoenix

Phoenix

local-first AI observability desk

Best for

NeMo Guardrails Runtime guardrails you start at $0

Phoenix See why an agent failed and prove a fix

Free plan

NeMo Guardrails $0 · apache-2.0. Library + Colang. You pay model inference

Phoenix $0 · local / Docker / Kubernetes. You bring compute. Homepage: uvx arize-phoenix serve

Lowest paid

NeMo Guardrails Not published by the vendor

Phoenix AX Pro $50/mo

Runs where

NeMo Guardrails Hosted

Phoenix Hosted

Watch out

NeMo Guardrails $0 is the library, not the model bill

Phoenix ELv2, not Apache

Last checked

NeMo Guardrails 2026-10-28 · github.com/NVIDIA-NeMo/Guardrails

Phoenix 2026-10-27 · arize.com/pricing

Which one, then?

Pick Phoenix if

agent teams who will self-host Phoenix for $0 (uvx arize-phoenix serve) and only open Arize AX when they want a managed cloud.

Read the Phoenix page

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