Apache Doris vs. StarTree Comparison


Apache Doris The Apache Software Foundation	StarTree
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Apache Doris	StarTree
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Apache Doris: About Apache Doris is a modern data warehouse for real-time analytics. It delivers lightning-fast analytics on real-time data at scale. Push-based micro-batch and pull-based streaming data ingestion within a second. Storage engine with real-time upsert, append and pre-aggregation. Optimize for high-concurrency and high-throughput queries with columnar storage engine, MPP architecture, cost based query optimizer, vectorized execution engine. Federated querying of data lakes such as Hive, Iceberg and Hudi, and databases such as MySQL and PostgreSQL. Compound data types such as Array, Map and JSON. Variant data type to support auto data type inference of JSON data. NGram bloomfilter and inverted index for text searches. Distributed design for linear scalability. Workload isolation and tiered storage for efficient resource management. Supports shared-nothing clusters as well as separation of storage and compute.	StarTree: 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.
Apache Doris: Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	StarTree: 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
Apache Doris: Audience Developers interested in an open source, real-time data warehouse	StarTree: Audience Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads
Apache Doris: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	StarTree: Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
Apache Doris: API Offers API Not Supported	StarTree: API Offers API Supported
Apache Doris: Screenshots and Videos View more images or videos	StarTree: Screenshots and Videos View more images or videos
Apache Doris: Pricing Free Open source Free Version Supported Free Trial Not Supported	StarTree: Pricing Free StarTree offers flexible pricing plans for companies of any size, including a free forever tier. Free Version Supported Free Trial Supported
Apache Doris: 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	StarTree: 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

Apache Doris: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	StarTree: Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Apache Doris: Company Information The Apache Software Foundation Founded: 1999 United States doris.apache.org	StarTree: Company Information StarTree Founded: 2019 United States www.startree.ai
Apache Doris: Alternatives Databend	StarTree: Alternatives CelerData Cloud CelerData
Apache Doris: Oxla	StarTree: StarRocks
Apache Doris: SelectDB	StarTree: Databricks
Apache Doris: VeloDB	StarTree: Google Cloud BigQuery Google 4.5 out of 5 stars
Apache Doris: StarTree View All	StarTree: ClickHouse 5.0 out of 5 stars View All
Apache Doris: Categories Data Warehouse Supported OLAP Databases Supported Real-Time Analytic Databases Supported Real-Time Data Streaming Supported	StarTree: 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
	StarTree: 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
Apache Doris: Integrations Apache Flink Supported MySQL Supported Amazon Kinesis Not Supported Amazon Redshift Not Supported Amazon S3 Not Supported Apache Hive Supported Apache Hudi Supported Apache Kafka Not Supported Apache Pulsar Not Supported Apache Spark Supported Baidu Palo Supported Confluent Not Supported Dosi Supported Hadoop Not Supported Microsoft Azure Not Supported PostgreSQL Supported SelectDB Supported Snowflake Not Supported Tableau Not Supported VeloDB Supported Show More Integrations View All 12 Integrations	StarTree: Integrations Apache Flink Supported MySQL Supported Amazon Kinesis Supported Amazon Redshift Supported Amazon S3 Supported Apache Hive Not Supported Apache Hudi Not Supported Apache Kafka Supported Apache Pulsar Supported Apache Spark Not Supported Baidu Palo Not Supported Confluent Supported Dosi Not Supported Hadoop Supported Microsoft Azure Supported PostgreSQL Not Supported SelectDB Not Supported Snowflake Supported Tableau Supported VeloDB Not Supported Show More Integrations View All 17 Integrations
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