Apache Pinot vs. Materialize Comparison


Apache Pinot Apache Corporation	Materialize	+	+
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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 Materialize is a reactive database that delivers incremental view updates. We help developers easily build with streaming data using standard SQL. Materialize can connect to many different external sources of data without pre-processing. Connect directly to streaming sources like Kafka, Postgres databases, CDC, or historical sources of data like files or S3. Materialize allows you to query, join, and transform data sources in standard SQL - and presents the results as incrementally-updated Materialized views. Queries are maintained and continually updated as new data streams in. With incrementally-updated views, developers can easily build data visualizations or real-time applications. Building with streaming data can be as simple as writing a few lines of SQL.
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 Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Anyone searching for a realtime distributed OLAP datastore solution	Audience Streaming database solution for businesses providing them real-time analytics
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not 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 $0.98 per hour Free Version Not 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 Not Supported Live Online Not Supported In Person Not Supported
Company Information Apache Corporation Founded: 1954 United Statess pinot.apache.org	Company Information Materialize United States materialize.com
Alternatives StarTree	Alternatives DeltaStream
Apache Druid Druid	ksqlDB Confluent
CelerData Cloud CelerData	RisingWave
Apache Doris The Apache Software Foundation	StarTree
Imply View All	Apache Doris The Apache Software Foundation View All
Categories Columnar Databases Supported OLAP Databases Supported Real-Time Analytic Databases Supported	Categories Data Warehouse Supported Database Supported Real-Time Analytic Databases Supported Real-Time Data Streaming Supported Streaming Analytics Supported

Integrations Amazon S3 Supported Apache Kafka Supported Hue Supported Amazon Kinesis Not Supported Astro by Astronomer Supported Azure Data Lake Supported DataClarity Unlimited Analytics Not Supported Debezium Not Supported Gravity Data Not Supported Hadoop Supported Kestra Supported Onehouse Supported OpenMetadata Supported Orb Not Supported PostgreSQL Not Supported PubNub Not Supported StarTree Supported Show More Integrations View All 10 Integrations	Integrations Amazon S3 Supported Apache Kafka Supported Hue Supported Amazon Kinesis Supported Astro by Astronomer Not Supported Azure Data Lake Not Supported DataClarity Unlimited Analytics Supported Debezium Supported Gravity Data Supported Hadoop Not Supported Kestra Not Supported Onehouse Not Supported OpenMetadata Not Supported Orb Supported PostgreSQL Supported PubNub Supported StarTree Not Supported Show More Integrations View All 10 Integrations
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