StarTree Cloud is a fully managed analytics-as-a-service platform built on Apache Pinot™, designed to deliver real-time, high-concurrency analytics at scale. Supported on on all major cloud platforms, including AWS, GCP, and Azure, it empowers organizations to unlock the value of their data by enabling ultra-fast queries on fresh data with minimal infrastructure overhead. With built-in connectors, intuitive UI, and enterprise-grade features, StarTree Cloud makes it easy for teams to ingest, manage, and visualize operational insights — whether it’s powering user-facing analytics, anomaly detection, or internal dashboards. Businesses choose StarTree Cloud to turn their data into action, instantly. 04232025 Observability Arch Diagram Tall V1 Pn StarTree Cloud offers public SaaS (software-as-a-service) and private BYOC (bring your own cloud) deployment options. For more information about our public or private SaaS offering, schedule a demo with our StarTree solutions architect team.

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Why use StarTree Cloud?

We recommend using StarTree Cloud for the following use cases:
  • User facing analytics
  • Business metrics
  • Anomaly detection
  • Root cause analysis
  • Dashboards
  • Log analytics
  • Cohort analytics
  • Ad hoc exploration
Query throughput (queries/sec)Query latency (p95th)Consistency/accuracyQuery flexibility
User facing analyticsVery high: 10k-100k10ms-100msBest effortLow
PersonalizationVery high: 10k-100k10ms-100msBest effortLow
MetricsHigh: 100s-10k10ms-100msAccurateLow
Anomaly detectionModerate: 100s-1k10ms-100msBest effortLow
Root cause analysisHigh: 100s-10k10ms-100msBest effortLow
Visualization/dashboardingModerate: 100s-1k100msBest effortMedium
Ad hoc analyticsLowSingle-digit secondsBest effortHigh
Log analytics/text searchModerate: 100s-1kSub-secondBest effortMedium