Apache Pinot vs. SingleStore vs. StarTree vs. python-sql Comparison


Apache Pinot Apache Corporation	SingleStore	StarTree	python-sql Python Software Foundation
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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 SingleStore (formerly MemSQL) is a distributed, highly-scalable SQL database that can run anywhere. We deliver maximum performance for transactional and analytical workloads with familiar relational models. SingleStore is a scalable SQL database that ingests data continuously to perform operational analytics for the front lines of your business. Ingest millions of events per second with ACID transactions while simultaneously analyzing billions of rows of data in relational SQL, JSON, geospatial, and full-text search formats. SingleStore delivers ultimate data ingestion performance at scale and supports built in batch loading and real time data pipelines. SingleStore lets you achieve ultra fast query response across both live and historical data using familiar ANSI SQL. Perform ad hoc analysis with business intelligence tools, run machine learning algorithms for real-time scoring, perform geoanalytic queries in real time.	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.	About python-sql is a library to write SQL queries in a pythonic way. Simple selects, select with where condition. Select with join or select with multiple joins. Select with group_by and select with output name. Select with order_by, or select with sub-select. Select on other schema and insert query with default values. Insert query with values, and insert query with query. Update query with values. Update query with where condition. Update query with from the list. Delete query with where condition, and delete query with sub-query. Provides limit style, qmark style, and numeric style.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Anyone searching for a realtime distributed OLAP datastore solution	Audience Organizations and businesses looking for a database management solution to optimize their transactional and analytical workloads	Audience Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads	Audience Developers searching for a solution offering a library to write SQL queries
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API	API Offers API
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Pricing No information available. Free Version Free Trial	Pricing $0.69 per hour Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing Free Free Version Free Trial
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 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	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 Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Apache Corporation Founded: 1954 United Statess pinot.apache.org	Company Information SingleStore Founded: 2013 United States www.singlestore.com	Company Information StarTree Founded: 2019 United States www.startree.ai	Company Information Python Software Foundation United States pypi.org/project/python-sql/
Alternatives StarTree	Alternatives StarTree	Alternatives CelerData Cloud CelerData	Alternatives dbForge Query Builder for SQL Server Devart
Apache Druid Druid	GeoSpock	StarRocks	Convermax
CelerData Cloud CelerData	PlanetScale	Databricks Data Intelligence Platform Databricks	Text2SQL.AI
Apache Doris The Apache Software Foundation	RaimaDB Raima	ClickHouse	NGS-IQ New Generation Software
Imply View All	SAP HANA SAP View All	Google Cloud BigQuery Google View All	TaffyDB View All
Categories Columnar Databases OLAP Databases Real-Time Analytic Databases	Categories Database Database Management Systems (DBMS) Distributed Databases In-Memory Databases OLAP Databases Real-Time Analytic Databases Relational Database SQL Databases SQL Server	Categories Auto Scaling Big Data Columnar Databases Data Analysis Data Management Database Database as a Service (DBaaS) Database Management Systems (DBMS) OLAP Databases Query Engines Real-Time Analytic Databases Real-Time Data Streaming Root Cause Analysis Streaming Analytics	Categories Component Libraries
	Show More Features Relational Database Features ACID Compliance Data Failure Recovery Multi-Platform Referential Integrity SQL DDL Support SQL DML Support System Catalog Unicode Support	Show More Features Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Database Features Backup and Recovery Creation / Development Data Migration Data Replication Data Search Data Security Database Conversion Mobile Access Monitoring NOSQL Performance Analysis Queries Relational Interface Virtualization Streaming Analytics Features Data Enrichment Data Wrangling / Data Prep Multiple Data Source Support Process Automation Real-time Analysis / Reporting Visualization Dashboards
Integrations Amazon S3 Apache Flink Apache Pulsar Apono Astro by Astronomer Codified Collate DQOps Data Virtuality DbVisualizer Decube Gravity Data Lyftrondata MCPTotal MySQL Onehouse OpenMetadata Salesforce Data 360 StrongDM Show More Integrations View All 10 Integrations	Integrations Amazon S3 Apache Flink Apache Pulsar Apono Astro by Astronomer Codified Collate DQOps Data Virtuality DbVisualizer Decube Gravity Data Lyftrondata MCPTotal MySQL Onehouse OpenMetadata Salesforce Data 360 StrongDM Show More Integrations View All 40 Integrations	Integrations Amazon S3 Apache Flink Apache Pulsar Apono Astro by Astronomer Codified Collate DQOps Data Virtuality DbVisualizer Decube Gravity Data Lyftrondata MCPTotal MySQL Onehouse OpenMetadata Salesforce Data 360 StrongDM Show More Integrations View All 17 Integrations	Integrations Amazon S3 Apache Flink Apache Pulsar Apono Astro by Astronomer Codified Collate DQOps Data Virtuality DbVisualizer Decube Gravity Data Lyftrondata MCPTotal MySQL Onehouse OpenMetadata Salesforce Data 360 StrongDM Show More Integrations View All 3 Integrations
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