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OpenLIT vs Phoenix

Our take

Pick OpenLIT if you're on a team who will self-host OpenLIT at $0 (you bring compute) — not Langfuse first unless they want that Cloud tile. 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.

OpenLIT

OpenLIT

self-host OpenTelemetry LLM observability

Phoenix

Phoenix

local-first AI observability desk

Best for

OpenLIT Apache OTel traces you run yourself

Phoenix See why an agent failed and prove a fix

Free plan

OpenLIT $0 · docker / local. You bring machines

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

Lowest paid

OpenLIT Not published by the vendor

Phoenix AX Pro $50/mo

Runs where

OpenLIT Local or hosted

Phoenix Hosted

Watch out

OpenLIT $0 is the license, not your cluster

Phoenix ELv2, not Apache

Last checked

OpenLIT 2026-10-27 · docs.openlit.io

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

Which one, then?

Pick OpenLIT if

teams who will self-host OpenLIT at $0 (you bring compute) — not Langfuse first unless they want that Cloud tile.

Read the OpenLIT 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

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