These tools competes with

HeliconevsArize Phoenix

LLM observability, cost tracking, request logging versus ML/LLM observability and evaluation platform

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Choose Helicone when…

  • You want one-line LLM observability setup
  • Caching LLM responses to cut costs matters
  • You're an early-stage startup optimizing quickly

Choose Arize Phoenix when…

  • You need ML observability beyond just LLMs
  • RAG pipeline tracing and eval integration is required
  • You're running experiments and need a notebook-friendly tool

Side-by-side comparison

Field
Helicone
Arize Phoenix
Category
Observability
Observability
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Pro: Usage-based
Enterprise: Custom
GitHub Stars
2,500
4,000
Health
95 Active
90 Active

Helicone

Open-source LLM observability platform. One-line integration to log every LLM request, track costs, and debug slow or failing calls.

Arize Phoenix

Open-source observability platform for ML and LLM applications. Supports tracing, evaluation, and dataset management with a strong eval framework.

Shared Connections1 tools both integrate with

Only Helicone (7)

LiteLLMLangSmithArize PhoenixOpenAI APIAnthropic APITraceloopLogfire

Only Arize Phoenix (2)

HeliconeLangWatch

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