Arize AI
Arize AI provides observability and monitoring for machine learning models in production environments. · Arize AI · Observability
Overview
Arize AI's AX Free plan offers ML/LLM observability with 25k trace spans and 1GB ingestion per month, plus unlimited users and evals. It's ideal for small-scale production deployments or pilots, but larger workloads require a paid plan.
Good fit
Use Arize AI when you need to monitor deployed ML models for drift, performance, or data quality issues.
- ML engineers
- data scientists
- MLOps teams
Not a fit
Avoid if you need more than 25k trace spans or 1GB ingestion per month without upgrading.
- You have high-volume production workloads
- You need custom integrations or enterprise support
Quickstart · 5 steps
- Sign up for an Arize AI account.
- Create a new organization and project.
- Integrate the Arize SDK into your ML pipeline.
- Log model predictions and actuals to Arize.
- View dashboards for drift and performance metrics.
Other free observability options
Free tierWhat you get freeRiskCard
Datadog · Observability
Up to 5 hosts (Free plan) · 1-day metric retention (Free plan) · 14-day free trial of Pro/Enterprise features
Billing risk: None
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New Relic · Observability
100 GB/month data ingest · Unlimited basic users, 1 full platform user · 500 synthetic checks/month
Billing risk: None
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Sentry · Observability
5,000 errors/month · 5 GB logs and metrics/month · 5M spans/month
Billing risk: None
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UptimeRobot · Observability
50 monitors · 5-minute check interval
Billing risk: None
No card