Arize
ExternalArize AI is a unified platform for AI development, evaluation, and observability, specializing in LLM and agentic workflows with OpenTelemetry tracing and massive scale (1T spans processed). It enables prompt optimization, LLM-as-a-Judge evals, drift detection, and root-cause analysis to catch regressions early and ensure production reliability, as trusted by DoorDash, Uber, PepsiCo, and more. Ideal for enterprise MLOps teams scaling complex GenAI applications, it offers both hosted and open-source Phoenix options for robust insights.
Description
Arize AI is a unified platform for AI development, evaluation, and observability, specializing in LLM and agentic workflows with OpenTelemetry tracing and massive scale (1T spans processed). It enables prompt optimization, LLM-as-a-Judge evals, drift detection, and root-cause analysis to catch regressions early and ensure production reliability, as trusted by DoorDash, Uber, PepsiCo, and more. Ideal for enterprise MLOps teams scaling complex GenAI applications, it offers both hosted and open-source Phoenix options for robust insights.
Key capabilities
- OpenTelemetry tracing for AI agents
- LLM-as-a-Judge and automated evaluations
- Prompt optimization and management
- Drift detection and root-cause analysis
- Real-time monitoring and dashboards
Core use cases
- 1.Production AI agent monitoring
- 2.CI/CD regression detection
- 3.Prompt debugging and optimization
- 4.Model performance analysis
- 5.Dataset curation and improvement
Is Arize Right for You?
Best for
- Enterprise AI/ML engineers and MLOps teams
- Teams managing complex production GenAI agents
Not ideal for
- Small startups or solo developers
- Rapid prototyping without DevOps
Standout features
- Prompt playground and replay
- Human annotation queues
- AI-driven clustering and anomaly detection
- Open-source Phoenix for self-hosting
- OpenInference conventions
Pricing
Phoenix
AX Free
AX Enterprise
AX Pro
Reviews
Based on 0 reviews across 0 platforms
User Feedback Highlights
Most Praised
- Easy integration and rapid prototyping
- Responsive support
- Production-ready insights and early regression detection
- 4.2/5 G2 rating for visibility and metrics
- Active GitHub community
Common Complaints
- Overly complex for small teams
- UI performance issues at 10k+ traces
- DevOps burden for self-hosting
- No free hosted tier
- Less flexible pricing