Skip to main content
Arize Phoenix logo

Arize Phoenix

Open-source LLM and agent observability built on OpenTelemetry.

coding#observability#llm-evaluation#open-source#tracing
Free plan API Self-hosted Teams
Toolglade’s take

Phoenix is a strong, genuinely free way to get OpenTelemetry-based tracing and evaluation for LLM and agent apps, and self-hosting in one command lowers the barrier a lot. Two honest notes: the richer production features live in the paid Arize AX platform, and Arize agreed to be acquired by Dynatrace (~$915M) in August 2026, so watch how the open-source project's governance and roadmap evolve.

About Arize Phoenix

Arize Phoenix is an open-source, OpenTelemetry-based observability and evaluation platform for LLM, RAG, and agent applications that self-hosts in one command. It provides tracing, LLM-as-a-judge evaluations, and drift visualization for free, and sits beneath Arize's managed AX platform. In August 2026, Arize agreed to be acquired by Dynatrace for roughly $915 million.

Phoenix is Arize's open-source tool for tracing, evaluating, and debugging LLM and agent applications. It captures spans and traces using OpenTelemetry standards, so you can see each step of an agent or RAG pipeline, run LLM-as-a-judge and other evaluations, and visualize issues like hallucinations or embedding drift. Because it self-hosts in a single command and runs locally, it is popular for development-time debugging and for teams that want observability without shipping data to a vendor. Phoenix is the free, source-available layer beneath Arize's commercial managed platform, Arize AX, which adds hosted storage, longer retention, collaboration, monitoring, and enterprise features with tiered pricing (a free tier plus paid plans). This gives a clear split: use Phoenix for free observability you host yourself, or adopt Arize AX for a managed, production-scale experience. A major 2026 development is corporate: in August 2026, Dynatrace announced an agreement to acquire Arize for roughly $915 million, positioning AI observability inside a larger enterprise-observability company. For Phoenix users this signals strong backing but also potential roadmap and productization changes over time, so it is worth watching how the open-source project is governed post-acquisition.

TL;DR

Arize Phoenix is an open-source, OpenTelemetry-based observability and evaluation platform for LLM, RAG, and agent apps that self-hosts in one command. It offers tracing, evaluations, and drift visualization for free, beneath Arize's paid AX platform. In August 2026 Dynatrace agreed to acquire Arize for around $915M. Phoenix suits engineers debugging and evaluating agent apps who want free, self-hostable observability.

Company overview

Arize AI is a machine-learning and AI observability company that maintains the open-source Phoenix project and sells the managed Arize AX platform.

In August 2026, Dynatrace announced a definitive agreement to acquire Arize for roughly $915 million, bringing AI observability into a large enterprise-observability vendor.

Product features

Phoenix provides OpenTelemetry-based tracing, LLM-as-a-judge and other evaluations, hallucination detection, and embedding drift visualization, with one-command self-hosting and local use.

Arize AX adds managed hosting, longer retention, monitoring, collaboration, and enterprise features, with a free tier and paid plans (for example, AX Pro around $50/month).

Target market

AI and ML engineers building LLM, RAG, and agent applications who need observability and evaluation, from individual developers using free Phoenix to enterprises on managed AX.

Buyer personas

End users

AI/ML engineers instrumenting and debugging LLM and agent applications.

Buyers

Engineering and platform leaders choosing observability tooling and deciding on self-host vs managed AX.

Key influencers

MLOps and LLMOps practitioners, OpenTelemetry community, and AI observability commentators.

Ideal customer profile

An AI engineering team that needs tracing and evaluation for LLM/agent apps and wants a free, standards-based, self-hostable tool with a managed upgrade path.

Funding & performance

Arize AI raised multiple venture rounds prior to 2026 (reported to total over $100M across seed through later stages). In August 2026, Dynatrace agreed to acquire Arize for approximately $915 million; verify closing status.

Pros & cons

Pros

  • Free and source-available, self-hosts in one command
  • Built on open OpenTelemetry standards
  • Strong tracing and evaluation for agents and RAG
  • Works locally, good for private/dev-time debugging
  • Backed by Arize's observability expertise
  • Integrates with popular frameworks

Cons

  • Production-scale features require paid Arize AX
  • Self-hosting means you run the infrastructure
  • Dynatrace acquisition may change roadmap/governance
  • Observability setup still requires instrumentation effort
  • Evaluation quality depends on judge models and config
  • Overlaps with several competing tools

Pricing plans

Phoenix (Open Source)
$0
  • Source-available observability
  • One-command self-host
  • OpenTelemetry tracing and evals
  • You provide infrastructure
Arize AX Free
$0
  • Monthly span allowance
  • Limited retention
  • Managed hosting
  • Core observability
Arize AX Pro
~$50 / month
  • Higher span and ingestion limits
  • Longer retention
  • Collaboration features
  • Managed platform
Enterprise
Custom
  • Enterprise scale and retention
  • Security and compliance
  • Support and SLAs
  • Custom terms

Key features

API
Team collaboration
Self-hosted
Multi-language
Integrations
OpenTelemetry, OpenAI, LangChain, LlamaIndex, vector databases, Arize AX
Input types
text, traces
Output types
text, metrics
Best For
LLM and agent tracing, RAG debugging, eval-driven development, hallucination detection

Compare key features

View all alternatives →
Feature
Arize Phoenix
Langfuse
Helicone
Pricing
Freemium
Freemium
Freemium
Free plan
Yes
Yes
Yes
Free trial
No
Yes
No
API
Yes
Yes
Yes
Self-hosted
Yes
Yes
Yes
Team support
Yes
Yes
Yes

Frequently asked questions

Is Arize Phoenix free?+

Yes. Phoenix is open source and source-available, and self-hosts in one command at no platform cost. You only provide infrastructure. Arize AX is the separate paid managed platform.

What is the difference between Phoenix and Arize AX?+

Phoenix is the free, self-hosted observability tool. Arize AX is the managed, production-scale platform with hosted storage, longer retention, collaboration, and enterprise features.

Does Phoenix use OpenTelemetry?+

Yes. Phoenix is built on OpenTelemetry standards, so it works with standard tracing instrumentation and integrates with popular frameworks.

Is Arize being acquired?+

In August 2026, Dynatrace announced an agreement to acquire Arize for roughly $915 million, subject to closing conditions. This may influence the roadmap for Phoenix and AX over time.

What can I evaluate with Phoenix?+

Phoenix supports tracing and evaluations including LLM-as-a-judge, hallucination detection, and embedding drift visualization for RAG and agent applications.

Reviews (0)

Write a review

Pick a rating
Loading reviews…
Compare

Compare Arize Phoenix with other AI tools

Side-by-side pages for pricing, features, and best-fit use cases.

All comparisons →

Similar tools you may like