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Arize AI

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86 reviews
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4.3
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Arize AI Reviews

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Nirmal K.
NK
Nirmal K.
Content Manager @ Extramarks Education India Pvt. Ltd.
08/10/2026
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review

Phoenix Self-Hosted Deployments Keep Telemetry In-House for Compliance

By offering self-hosted deployments, Phoenix allows teams to keep their telemetry data entirely within their own infrastructure. This is a massive advantage for organizations dealing with strict data residency requirements, compliance issues, or Personally Identifiable Information (PII).
Nirmal K.
NK
Nirmal K.
Content Manager @ Extramarks Education India Pvt. Ltd.
08/10/2026
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review

Robust LLM-as-a-Judge Evaluations for Hallucinations, Relevance, and Policy Adherence

It features robust "LLM-as-a-Judge" and "Agent-as-a-Judge" evaluators that can run both offline (on test datasets) and online (on live production traffic) to automatically score for hallucinations, relevance, and policy adherence.
Jeni J.
JJ
Jeni J.
Software Dev , Ai Agents Builder
08/10/2026
Validated Reviewer
Review source: G2 invite
Incentivized Review

Invaluable LLM Debugging and Evaluation Tool

I like how much visibility Arize Phoenix provides into LLM behavior, especially through detailed traces that make it easier to pinpoint where a response went wrong. The evaluation and prompt experimentation tools are really useful for comparing changes quickly. I find the detailed traces helpful for following an LLM request step by step, allowing me to quickly identify issues, whether they come from the prompt, retrieval, tool call, or model response. These tools make it easy to catch quality issues before they reach users, which is valuable during development and debugging. Additionally, the initial setup was very easy.

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HQ Location:
San Francisco, California, United States

Social

@arizeai

What is Arize AI?

Arize AI is the continual learning and AI engineering platform for observing, evaluating, and improving AI agents and LLM applications across development and production. Trusted by leading AI startups, 25% of Fortune 100 companies, and 150+ enterprises, including Uber, DoorDash, Reddit, and Atlassian.

Details

Website
www.arize.com