arize

What is arize

Arize is an ML observability platform that helps increase model velocity and improve AI outcomes. It allows users to discover issues, diagnose problems, and improve performance of machine learning models. Arize offers features such as monitoring, dashboards, performance tracing, explainability, fairness, and automated model monitoring. It also provides easy integration and deployment with various data sources and offers enterprise-grade scale and security.

Key Features

• ML Observability Platform: A comprehensive platform for monitoring, troubleshooting, and fine-tuning machine learning models to improve performance.
• Analytics and Workflows: Tools to identify model issues, conduct root cause analysis, and enhance model performance over time.
• Performance Tracing: Features to instantly highlight poorly performing prediction slices and compare model versions.
• Explainability & Fairness: Capabilities to analyze and ensure model decisions are fair and interpretable.
• Automated Model Monitoring: Various metrics for monitoring model performance, including custom metrics with zero setup for new versions.
• Enterprise-Grade Scale & Security: Scalability to billions of events and secure collaboration across organizations with SAML SSO and RBAC controls.
• Integration & Deployment: Easy logging of datasets via SDK, cloud storage, data connectors, or local files, with automatic model schema detection.

Pricing

Arize AI Free:

• $0/month
• For individuals
• 2 models
• 500K production predictions per month
• 200 features per model
• Unlimited training & validation batches
• Managed & custom monitors
• Alerting integrations
• Dashboards
• 1 workspace
• 1 organization
• Social sign-on
• 13-month history length
• Community support

Arize AI Pro:

• $100/month
• For small and establishing teams
• 2 models
• 10M annual production predictions
• Volume pricing for incremental predictions
• Everything in Free, plus:
• 200 features per model
• 2 workspaces
• Data export
• 2-year history length
• Slack & email support
• SLA (business hours)

Arize AI Enterprise:

• Contact for details
• For teams with global scale or advanced needs
• Custom number of models
• Committed volume-based pricing
• Everything in Pro, plus:
• 1000+ features per model
• Unlimited workspaces
• Unlimited organizations
• Unlimited data export
• Optional increase for history length
• Slack, email, phone support
• Customer Success Engineer
• SLA (3hr response window)
• Custom metrics
• API access
• SAML SSO
• RBAC
• On-premise deployment option
• Compliance reporting
• HIPAA reporting

Please check here for more details about arize’s pricing.