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HoneyHive vs Phoenix

Our take

Pick HoneyHive if you're on a agent team who will stay on Developer at $0 (10k events, 5 users, 30-day retention) while they open a first Sessions tree, then Enterprise when they need SSO or custom limits. 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.

HoneyHive

HoneyHive

hosted agent trace + eval desk

Phoenix

Phoenix

local-first AI observability desk

Best for

HoneyHive See why an agent branched and score that path

Phoenix See why an agent failed and prove a fix

Free plan

HoneyHive $0 · no card. 10,000 events / month. Up to 5 users. Automated and human evaluations. Prompt versioning and deployments. Full observability suite. CI/CD. 30-day retention. Community support

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

Lowest paid

HoneyHive Not published by the vendor

Phoenix AX Pro $50/mo

Runs where

HoneyHive Local or hosted

Phoenix Hosted

Watch out

HoneyHive Developer is 10k events / 5 users / 30 days

Phoenix ELv2, not Apache

Last checked

HoneyHive 2026-10-27 · honeyhive.ai/pricing

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

Which one, then?

Pick HoneyHive if

agent teams who will stay on Developer at $0 (10k events, 5 users, 30-day retention) while they open a first Sessions tree, then Enterprise when they need SSO or custom limits.

Read the HoneyHive 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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