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Head-to-head comparison

OpenObserve vs Arize Phoenix

Compare OpenObserve and Arize Phoenix side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.

Feature comparison

Feature
OpenObserve
Arize Phoenix
Category
llm-observability
llm-observability
Pricing
Free plan
Free plan
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support

OpenObserve pros and cons

Agent traces are standard OpenTelemetry spans, not a silo
Per-span token cost from your own model pricing
Unlimited users with no per-seat charge
AGPL-3.0 core with a self-hosted option
LLM observability is labelled preview
Online evaluations are an enterprise feature
Ingestion-based pricing needs volume forecasting

Arize Phoenix pros and cons

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
Production-scale features require paid Arize AX
Self-hosting means you run the infrastructure
Dynatrace acquisition may change roadmap/governance

Which one should you choose?

Best overall signal
OpenObserve

Selected using Toolglade popularity signals such as views and votes.

Best value signal
OpenObserve

Selected using free-plan availability and engagement signals.

Best for

OpenObserve

  • agent tracing
  • llm cost attribution
  • unified observability
  • Teams running agents in production
  • Platform teams already using OpenTelemetry

Arize Phoenix

  • LLM and agent tracing
  • RAG debugging
  • eval-driven development
  • hallucination detection
  • Engineers debugging LLM and agent apps

FAQ

Is OpenObserve better than Arize Phoenix?

It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.

Which tool has a free plan?

OpenObserve and Arize Phoenix offer a free plan based on current Toolglade data.