AA
Arize AI
Arize AI is a comprehensive platform designed for building, evaluating, and improving AI agents and applications, particularly focusing on Large Language Models (LLMs).
Our verdict
Who it's for
The AI & Agent Engineering Platform for LLM observability, evaluation, and development.
Who should look elsewhere
The complexity of features might have a learning curve for new users.
Pros
- +Provides a comprehensive, unified platform for the entire AI lifecycle from development to production.
- +Offers advanced evaluation capabilities like LLM-as-a-Judge and human annotation for robust AI.
- +Built on open standards and open-source components, promoting transparency and flexibility.
- +Includes an AI assistant (Alyx) to aid in debugging and accelerate development.
- +Scalable for enterprise use with features like custom data limits, SOC2, and HIPAA compliance.
Cons
- −The complexity of features might have a learning curve for new users.
- −Pricing for higher tiers is custom, which may require direct engagement with sales.
- −Specific limitations on trace spans and ingestion volume for free and lower-paid tiers.
Key features
- ✓LLM Observability & Evaluation Platform
- ✓Agent Tracing
- ✓LLM-as-a-Judge Evaluation
- ✓Prompt Optimization & Management
- ✓Real-time Monitoring and Dashboards
- ✓Human Annotation and Labeling Queues
- ✓Model Drift Detection
- ✓AI-driven Cluster Search for Anomaly Detection
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Phoenix | — | month | Trace spans: User managed; Ingestion volume: User managed; Projects: User managed |
| AX Free | — | month | Trace spans: 25k spans per month; Ingestion volume: 1 GB per month; Projects: N/A |
| AX Pro | $50 | month | Trace spans: 50k spans per month; Ingestion volume: 10 GB per month; Projects: N/A |
| AX Enterprise | — | month | Trace spans: Custom; Ingestion volume: Custom; Projects: Custom |