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OpenLLMetry vs Phoenix: Pricing and Ratings Compared (2026)

Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for OpenLLMetry and Phoenix side by side. This page compares data; it is not a hands-on review.

On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.

Data comparison compiled by Toolradar, not hand-reviewed Methodology
Data comparison Pricing checked Oct 13, 2026

Short on time? Here's the quick answer

Based on published vendor pricing and features and on public review data, here's who should pick what:

OpenLLMetry

Open-source observability for LLMs using OpenTelemetry.

Best for you if:

  • • You want leverages open standards (OpenTelemetry)

Phoenix

Evaluate, experiment, and optimize AI products in real time with open-source LLM tracing.

Best for you if:

  • • You want open-source and self-hostable, offering flexibility and no vendor lock-in
At a glance: OpenLLMetry vs Phoenix
At a Glance
OpenLLMetry OpenLLMetry
Phoenix Phoenix
Starts at
Free plan
Free plan, paid from $50/mo, billed monthly AX Pro plan
Category
Monitoring DevOps
Developer Tools Analytics
Rating
n/a n/a
Free plan
Yes Yes
Watch out for
No clear pricing for exceeding 50K spans/month on free tier. Overage fees for exceeding trace spans/ingestion

Choose OpenLLMetry or Phoenix?

OpenLLMetry

Choose OpenLLMetry if

  • You want leverages open standards (OpenTelemetry)
  • You want easy integration with minimal code changes
  • You work in monitoring, not developer tools
Phoenix

Choose Phoenix if

  • You want open-source and self-hostable, offering flexibility and no vendor lock-in
  • You want provides deep observability into LLM behavior and decision-making
  • You work in developer tools, not monitoring

In-Depth Analysis

OpenLLMetry OpenLLMetry

Open-source observability for LLMs using OpenTelemetry.

Good value

OpenLLMetry offers a generous "Free Forever" tier with up to 50K spans/month, which is excellent for small projects and individual developers.

Watch out

No clear pricing for exceeding 50K spans/month on free tier.

Strengths

  • Pro: Leverages open standards (OpenTelemetry)
  • Pro: Easy integration with minimal code changes
  • Pro: Supports both Python and TypeScript/Node.js
  • Pro: Provides visibility into LLM application workflows
  • Pro: Vendor-neutral for data export

Weaknesses

  • Con: Requires an OpenTelemetry backend for full visualization
  • Con: Limited information on advanced features or customization options from the provided content

Key features

Open-source SDK for LLM observability OpenTelemetry standard compliance Python SDK for LLM applications TypeScript/Node.js SDK for LLM applications Workflow tracing for LLM interactions Integration with OpenAI API calls

Phoenix Phoenix

Evaluate, experiment, and optimize AI products in real time with open-source LLM tracing.

Good value

Phoenix offers a very generous free tier with its open-source solution and a substantial free tier for AX, making it highly accessible.

Watch out

Overage fees for exceeding trace spans/ingestion

Strengths

  • Pro: Open-source and self-hostable, offering flexibility and no vendor lock-in.
  • Pro: Provides deep observability into LLM behavior and decision-making.
  • Pro: Facilitates rapid experimentation and iteration with interactive playgrounds.
  • Pro: Supports both automated and human feedback for comprehensive evaluations.
  • Pro: Strong community support and integrations with popular LLM frameworks.

Weaknesses

  • Con: Advanced features like dedicated support and custom data limits are only available in higher-tier paid plans.
  • Con: The free SaaS tier has limited trace spans and ingestion volume.
  • Con: Requires some technical expertise for self-hosting and full utilization.

Key features

OpenTelemetry (OTEL) for seamless setup and data collection Application tracing for total visibility into LLM app data Interactive prompt playground for prompt and model iteration Streamlined evaluation and annotation library with pre-built templates Dataset clustering and visualization using embeddings Self-hostable with no feature gates or restrictions

Plans and prices: OpenLLMetry vs Phoenix

Plans and prices of OpenLLMetry and Phoenix, as read on each vendor's pricing page. Each plan keeps its own billing unit.
Tool Plans and prices Source
OpenLLMetry
  • Free Forever: Free
  • Enterprise: Custom pricing
traceloop.com/pricing read Oct 2, 2026
Phoenix
  • Phoenix Small teams and smaller data: Free
  • AX Free: Free
  • AX Pro: $50/mo, billed monthly
  • AX Enterprise: Custom pricing
phoenix.arize.com/pricing read Oct 13, 2026

Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on OpenLLMetry pricing and Phoenix pricing.

Key Takeaways

OpenLLMetry

  • Choose if you want open-source observability for LLMs using OpenTelemetry

Phoenix

  • Choose if you want evaluate, experiment, and optimize AI products in real time with open-source LLM tracing

What the data shows

On the data below the two are close or not directly comparable, so we do not name a winner for this pair.

  • Phoenix starts at $50/mo, billed monthly; OpenLLMetry has no public paid plan price on file.
  • Both have a free plan.

Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate

Frequently Asked Questions

How do OpenLLMetry and Phoenix compare in 2026?

On the data below the two are close or not directly comparable, so we do not name a winner for this pair. Phoenix starts at $50/mo, billed monthly; OpenLLMetry has no public paid plan price on file. Both have a free plan.

What are OpenLLMetry and Phoenix used for?

OpenLLMetry: Open-source observability for LLMs using OpenTelemetry. Phoenix: Evaluate, experiment, and optimize AI products in real time with open-source LLM tracing.

What does OpenLLMetry cost vs Phoenix?

OpenLLMetry has no public paid-plan price on file. Phoenix's cheapest paid plan is AX Pro at $50/mo, billed monthly; it also has a free plan. Prices read on the vendors' pricing pages, latest check Oct 13, 2026.

What's the main difference between OpenLLMetry and Phoenix?

OpenLLMetry's main strength: leverages open standards (OpenTelemetry). Phoenix's main strength: open-source and self-hostable, offering flexibility and no vendor lock-in.

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