Arize AI

Trending

ML observability and LLM evaluation platform

Venture Funded$62MSeries BBattery VenturesFoundation Capital

ML ObservabilityLLM EvaluationDrift DetectionOpen SourceMonitoring

About

Arize AI provides ML observability for both traditional ML models and LLM applications. Its Phoenix platform offers open-source LLM tracing and evaluation, while the enterprise platform adds drift detection, model performance monitoring, and automated alerting for production AI systems.

Enterprise Readiness

from cataloged data

67/100 · Strong

Security & ComplianceStrong

2 certifications: SOC 2, GDPR

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthStrong

5 documented integrations

Proven AdoptionPartial

4 documented use cases

Company MaturityStrong

Founded 2020 · Series B

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Enterprise Use Cases

Model Monitoring

LLM Evaluation

Data Drift Detection

Performance Alerting

Integrations

MLflowWeights & BiasesDatabricksSageMakerVertex AI

Compliance & Certifications

SOC 2GDPR

How Arize AI compares

Tool	Readiness	Pricing	Deployment	Compliance	Integrations
Arize AI	67 · Strong	Freemium	Cloud, Self-Hosted	SOC 2, GDPR	5
Weights & Biases	71 · Strong	Freemium	Cloud, Self-Hosted	SOC 2, GDPR	5
LangSmith	66 · Strong	Freemium	Cloud, Self-Hosted	SOC 2, GDPR	5
Databricks	86 · Leader	Enterprise	Cloud, Hybrid	SOC 2, HIPAA, ISO 27001, FedRAMP	6

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Arize AI used for?

Arize AI is mL observability and LLM evaluation platform. It is commonly used for model monitoring, llm evaluation, data drift detection, and performance alerting.

Is Arize AI free, and how is it priced?

Arize AI offers a free tier, with paid plans that add capacity and features.

What compliance certifications does Arize AI have?

Arize AI lists SOC 2 and GDPR compliance, indicating adherence to recognized security and data-handling standards relevant to enterprise procurement.

How can Arize AI be deployed?

Arize AI supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

What does Arize AI integrate with?

Arize AI documents 5 integrations, including MLflow, Weights & Biases, Databricks, SageMaker, and Vertex AI.

When was Arize AI founded?

Arize AI was founded in 2020 and has raised $62M in funding.

Is Arize AI enterprise-ready?

Based on cataloged data, Arize AI has an Enterprise Readiness score of 67/100 (Strong tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingFreemium

DeploymentCloud, Self-Hosted

Founded2020

Team Size50-200

Funding$62M

CategoryData & MLOps

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