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DeepEval vs Phoenix

Our take

Pick DeepEval if you're on a python team who will run DeepEval locally at $0 and only open Confident AI Free / Starter $200 when they want a shared cloud. 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.

DeepEval

DeepEval

**Python LLM eval harness

Phoenix

Phoenix

local-first AI observability desk

Best for

DeepEval Unit-test the agent at $0

Phoenix See why an agent failed and prove a fix

Free plan

DeepEval $0 · local pytest + inspect TUI. You pay judge-model tokens

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

Lowest paid

DeepEval Team $2/mo

Phoenix AX Pro $50/mo

Next step up

DeepEval Confident AI Starter from $200/mo

Phoenix

Runs where

DeepEval Hosted

Phoenix Hosted

Watch out

DeepEval $0 is the library, not judge tokens

Phoenix ELv2, not Apache

Last checked

DeepEval 2026-10-27 · confident-ai.com/pricing

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

Which one, then?

Pick DeepEval if

python teams who will run DeepEval locally at $0 and only open Confident AI Free / Starter $200 when they want a shared cloud.

Read the DeepEval page

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

Other comparisons