Apache Pinot vs. StarTree Comparison


Apache Pinot Apache Corporation	StarTree	+	+
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About Pinot is designed to answer OLAP queries with low latency on immutable data. Pluggable indexing technologies - Sorted Index, Bitmap Index, Inverted Index. Joins are currently not supported, but this problem can be overcome by using Trino or PrestoDB for querying. SQL like language that supports selection, aggregation, filtering, group by, order by, distinct queries on data. Consist of of both offline and real-time table. Use real-time table only to cover segments for which offline data may not be available yet. Detect the right anomalies by customizing anomaly detect flow and notification flow.	About StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Anyone searching for a realtime distributed OLAP datastore solution	Audience Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free StarTree offers flexible pricing plans for companies of any size, including a free forever tier. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Apache Corporation Founded: 1954 United Statess pinot.apache.org	Company Information StarTree Founded: 2019 United States www.startree.ai
Alternatives StarTree	Alternatives CelerData Cloud CelerData
Apache Druid Druid	StarRocks
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Apache Doris The Apache Software Foundation	Google Cloud BigQuery Google
Imply View All	ClickHouse View All
Categories Columnar Databases Supported OLAP Databases Supported Real-Time Analytic Databases Supported	Categories Auto Scaling Supported Big Data Supported Columnar Databases Supported Data Analysis Supported Data Management Supported Database Supported Database as a Service (DBaaS) Supported Database Management Systems (DBMS) Supported OLAP Databases Supported Query Engines Supported Real-Time Analytic Databases Supported Real-Time Data Streaming Supported Root Cause Analysis Supported Streaming Analytics Supported
	Show More Features Big Data Features Collaboration Not Supported Data Blends Not Supported Data Cleansing Not Supported Data Mining Not Supported Data Visualization Not Supported Data Warehousing Not Supported High Volume Processing Supported No-Code Sandbox Not Supported Predictive Analytics Not Supported Templates Not Supported Data Analysis Features Data Discovery Not Supported Data Visualization Not Supported High Volume Processing Supported Predictive Analytics Not Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Supported Database Features Backup and Recovery Supported Creation / Development Not Supported Data Migration Not Supported Data Replication Not Supported Data Search Supported Data Security Supported Database Conversion Not Supported Mobile Access Not Supported Monitoring Supported NOSQL Not Supported Performance Analysis Not Supported Queries Supported Relational Interface Supported Virtualization Not Supported Streaming Analytics Features Data Enrichment Not Supported Data Wrangling / Data Prep Not Supported Multiple Data Source Support Not Supported Process Automation Not Supported Real-time Analysis / Reporting Supported Visualization Dashboards Not Supported
Integrations Amazon S3 Supported Apache Kafka Supported Hadoop Supported Amazon Kinesis Not Supported Amazon Redshift Not Supported Apache Flink Not Supported Apache Pinot Not Supported Apache Pulsar Not Supported Astro by Astronomer Supported Azure Data Lake Supported Delta Lake Not Supported Embeddable Not Supported Google Cloud BigQuery Not Supported Kestra Supported Microsoft Azure Not Supported MySQL Not Supported Onehouse Supported OpenMetadata Supported StarTree Supported Tableau Not Supported Show More Integrations View All 10 Integrations	Integrations Amazon S3 Supported Apache Kafka Supported Hadoop Supported Amazon Kinesis Supported Amazon Redshift Supported Apache Flink Supported Apache Pinot Supported Apache Pulsar Supported Astro by Astronomer Not Supported Azure Data Lake Not Supported Delta Lake Supported Embeddable Supported Google Cloud BigQuery Supported Kestra Not Supported Microsoft Azure Supported MySQL Supported Onehouse Not Supported OpenMetadata Not Supported StarTree Not Supported Tableau Supported Show More Integrations View All 17 Integrations
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