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Try NowWhat is Arize AI?
Arize AI is an AI observability and evaluation platform designed to help teams build, monitor, and improve machine learning models and AI agents in production. Founded by AI engineers, the platform provides a unified environment for development, observability, and evaluation, enabling data-driven iteration cycles. It supports generative AI, LLMs, computer vision, and traditional ML models, offering capabilities such as agent tracing, automated evaluations, prompt monitoring, and anomaly detection. Arize processes over 1 trillion spans and 50 million evaluations per month, serving enterprise teams at companies like Booking, PepsiCo, and Tripadvisor. The platform integrates with OpenTelemetry and open-source tools like Phoenix, ensuring no vendor lock-in. It is ideal for AI engineers, data scientists, and MLOps teams who need to debug, evaluate, and monitor AI systems at scale. Arize also offers Alyx, an AI teammate for LLM development, and adb, a purpose-built datastore for generative AI workloads.
AI Tool Review Summary
4.7/5
High, consistent, and on-brand
Clean and minimal
LLMNLPComputer VisionAnomaly Detection
One platform for AI observability, evaluation, and development to close the loop between development and production.
Integrates with OpenTelemetry, open-source frameworks, and major cloud providers; supports Python, Jupyter, and standard data formats.
Freemium with paid tiers for enterprise
Features with the highest value for users are highlighted here.
Agent tracing and evaluation
Automated evaluations and experiments
Prompt monitoring and annotations
Real-time observability at petabyte scale
OpenTelemetry-based instrumentation
Open-source evaluation library
Alyx AI teammate for debugging
Enterprise-grade production monitoring
How It Works
1
Instrument your AI system
Integrate Arize with your codebase using OpenTelemetry or the Arize SDK to start sending traces and metrics.
2
Set up evaluations
Define custom evaluators or use pre-built ones to automatically assess model outputs and agent behavior.
3
Monitor in real-time
Use dashboards to track performance, detect anomalies, and debug issues as they occur.
4
Iterate and improve
Leverage production data to retrain models, refine prompts, and optimize agent workflows.
AI Engineers
Data Scientists
MLOps Teams
Enterprise AI Leaders
LLM Application Developers
Computer Vision Teams
Startups
Research Teams
Product Managers
Compliance & Governance
Free
$0/free
Up to 100K spans/month Basic monitoring and evaluations Community support
Popular
Pro
$99/monthly
1M spans/month Advanced evaluations and alerts Email support
Enterprise
Custom/monthly
Unlimited spans Dedicated support On-premise deployment Custom integrations
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Claim this tool to manage plans, pricing, and listing details.
Weekly intelligence on AI strategy, operations, and market shifts. No noise. No narrative. Direct to your inbox.
Pros & Cons
Comprehensive observability for both development and production. Built on open standards with no vendor lock-in.
May require significant setup for complex agent systems. Advanced features might have a learning curve for new users.
FAQs
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| Tool | Rating | Visits / mo | Global rank | Category rank | Engagement | Bounce | Top market | Starts at | Free tier | Integrations | Action |
|---|---|---|---|---|---|---|---|---|---|---|---|
 Arize AIAI Development Tools | — | — | — | — | — | — | $0 | 2+ | View | ||
 BlankstateAI Development Tools | — | — | — | — | — | — | Varies | 1 | View | ||
 codedamnAI Development Tools | — | — | — | — | — | — | $0 | 1 | View | ||
 Workstreams.aiAI Development Tools | — | — | — | — | — | — | $0 | 3+ | View | ||
 FreshlyAI Development Tools | — | — | — | — | — | — | $0 | 1 | View |
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