Compare StarTree vs. mLab

StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

Now integrated into the MongoDB ecosystem, it supports over a million deployments globally. You can choose any cloud datacenter that fits your needs. When your database is set up, simply integrate a code snippet into your application. Tailor your installation to align with your business requirements. Enjoy on-demand provisioning across leading cloud platforms. Benefit from seamless scaling without downtime and assured high availability through automatic failover in production-ready packages. Dedicated plans offer unlimited backups, while other plans include free daily backups. Restoring backups is straightforward and free of charge. With a user-friendly web interface, you can modify documents, execute queries (including saved searches), and display results in a table format. The service provides continuous 24/7 monitoring, complete with performance graphs and customizable alerts. Additionally, mLab's Slow Query Analyzer offers valuable recommendations for indexing and optimizing performance. This comprehensive approach ensures that your database operates smoothly and efficiently at all times.