Arize AI Freemium

Arize AI is an observability and evaluation platform for machine learning and large language model applications. It helps teams monitor model performance, detect drift and bias, and diagnose issues before they impact users.

For teams building with LLMs, Arize AI provides tracing, evaluation, and dataset curation so you can ship reliable AI features and continuously improve quality.

Product Features

• LLM Tracing — trace every request across chains, tools, and retrievals.
• Evaluation — score responses on relevance, hallucination, and toxicity.
• Model Monitoring — track drift, performance, and data quality in production.
• Bias & Fairness — surface disparities across cohorts automatically.
• Dataset Curation — build and manage evaluation datasets from real traffic.
• Integrations — works with OpenAI, LangChain, LlamaIndex, and more.

Product Highlights

• LLM-native — built for the evaluation needs of generative AI.
• Production visibility — catch issues before users do.
• Faster iteration — data-driven improvement of prompts and models.
• Enterprise ready — scalable and secure for regulated industries.

Use Cases

• Monitor an LLM chatbot for hallucinations and quality regressions.
• Evaluate RAG pipelines for retrieval accuracy and relevance.
• Detect model drift in production ML predictions.
• Curate golden datasets to benchmark prompt changes.
• Investigate bias and fairness across user segments.