softwarefactory.build

A directory and guide library for agent-native software factories.

Directory / Phoenix

Phoenix

Verified

Arize’s open observability and eval notebook for LLM apps.

Phoenix is an open-source observability and evaluation tool from Arize: traces, evaluations, datasets, often run as a notebook or local app. Arize AX is the commercial platform and is not a separate listing.

Model independence
Multi-model
Deployment
Self-hosted
Open source
Yes
License
Elastic License 2.0 (read the repo)
Pricing model
Mixed
Added / updated
19 Aug 2026 / 19 Aug 2026

phoenix.arize.com · Docs · Source

Editorial take

Phoenix is the open Arize artifact. ELv2 is not MIT — read it. Good for tracing and evals you run yourself. Do not add an Arize AX listing unless we need the commercial SKU separately; we do not.

Strengths

  • Open tracing/eval focused on LLM apps.
  • Works locally without buying AX.
  • Eval + observability in one tool.

Limitations

  • Elastic License is not OSI-casual.
  • Commercial platform is a different contract.
  • Not a coding agent.

Fields last checked against primary sources on . Pricing and plan names rot; follow the vendor URL.