Arize AI

arize.com · checked 14 Nov 2026

#8 · AI Model Explainability Software

Visit arize.com ↗ Alternatives Arize AI vs Alibi

How it plugs in

—Public API

NoOpen source

YesFree tier

Signal on AI Model Explainability Software5.8#8 of 29

Arize provides AI observability, evaluation, and guardrails to help AI teams make models work reliably at scale.

Pricing

AX Free10 Signal issues/month · 25k trace spans/month · 1 GB ingestion/month · 15-day retention · SaaS · unlimited users and evalsFree
PhoenixSelf-hosted open source · user-managed trace spans, ingestion, projects, and retentionFree
AX Proper month · 25 Signal issues/month · 50k trace spans/month · 10 GB ingestion/month · 30-day retention · SaaS · unlimited users and evals$50/mo
AX EnterpriseCustom · Unlimited Signal issues · Custom trace spans and ingestion · Custom retention · SaaS or self-hosted · unlimited users and evalsOn request

As arize.com lists them, checked 14 Nov 2026.

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Facts

Website: arize.com
Price: Free tier · from $50/mo
Free trial: Not stated
Bias comparisons: Users can compare fairness metrics across model versions and training, validation, and production datasets.
Bias monitoring: Bias tracing monitors fairness metrics including recall parity and disparate impact for protected attributes or sensitive groups.
Cloud and deployment: Arize works across Google Cloud, AWS, Azure, and self-hosted environments.
Cohort analysis: The product supports feature-importance analysis for cohorts or subsets of predictions.
Explainability: The explainability offering provides insight into model outcomes to support performance optimization and mitigation of potential model bias.
Integrations: Arize integrates with more than 40 models, frameworks, and AI tools, including OpenAI, Anthropic, Google, Amazon Bedrock, LangGraph, LangChain, LlamaIndex, CrewAI, OpenAI Agents SDK, and DSPy.
Model privacy: Users can obtain global feature importance without sending their model to Arize, including by sending user-calculated SHAP or a surrogate model.
Notable plan limits: AX Free includes 25,000 trace spans per month, 1 GB monthly ingestion, and 15 days of retention.
Security and compliance: Arize states it is certified to SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR standards.
Support: The pricing page lists no-credit-card-required access for AX Free and offers demo requests for Enterprise; it does not specify support details for these current tiers.
Supported AI applications: Arize is built for chatbots, RAG systems, copilots, and agents, supporting evaluation, production monitoring, and continuous improvement.

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