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20 Best Materialize Alternatives in 2026

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HPCC

HPCC

By LexisNexis Risk Solutions

4.4 Write a Review

Price On Request

HPCC (High Performance Computing Cluster) is an open-source big data tool that helps organizations store, process, and... Read More About HPCC

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Confluent

Confluent

By Confluent

4.4 Write a Review

Starting at

$385

Confluent is a comprehensive business software data streaming platform that provides real-time data processing for ente... Read More About Confluent

Apache Drill

Apache Drill

By The Apache Software Foundation

4.3 Write a Review

Price On Request

Apache Drill is a free big data tool that lets you run normal SQL queries on very large and complex data. It works smoo... Read More About Apache Drill

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RisingWave

RisingWave

By RisingWave

4.3 Write a Review

Price On Request

RisingWave is a cloud-native, open-source big data tool built in Rust that helps you process and analyze live data usin... Read More About RisingWave

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Exasol

Exasol

By Exasol

4.2 Write a Review

Price On Request

Exasol is a cloud-based big data tool built for adaptive analytics. It stores information in memory and uses massive pa... Read More About Exasol

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Presto

Presto

By Presto Foundation

4.3 Write a Review

Price On Request

Presto is a fast, open-source big-data tool that helps analyze very large datasets quickly. It allows users to run SQL... Read More About Presto

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Apache Druid

Apache Druid

By The Apache Software Foundation

4.2 Write a Review

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Apache Druid is a high-performance, open-source analytics database designed to handle large volumes of both streaming a... Read More About Apache Druid

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Azure HDInsight

Azure HDInsight

By Microsoft Corporation

4.1 Write a Review

Price On Request

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Exploratory

Exploratory

By Exploratory

4.3 Write a Review

Starting at

$49

Exploratory is a data science platform designed to streamline the process of data exploration, analysis, and visualizat... Read More About Exploratory

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Rockset

Rockset

By Rockset

4.2 Write a Review

Price On Request

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Bytewax

Bytewax

By Bytewax

4.0 Write a Review

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Bytewax is a big-data tool that helps you process and analyze streaming data (data that comes in continuously) using si... Read More About Bytewax

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Cloudera Data Platform

Cloudera Data Platform

By cloudera

4.2 Write a Review

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Cloudera Data Platform (CDP) is a hybrid and multi-cloud data platform designed to store, manage, and analyze data acros... Read More About Cloudera Data Platform

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Jethro

Jethro

By Jethro Data

4.2 Write a Review

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Jethro is a big data analytics platform designed to provide high-performance querying for large datasets. It leverages... Read More About Jethro

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Trino

Trino

By Trino Software Foundation

4.0 Write a Review

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Trino is a big data tool designed for fast analytical queries on large data sets. It lets you query data wherever it is... Read More About Trino

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Apache Airflow

Apache Airflow

By The Apache Software Foundation

4.3 Write a Review

Price On Request

Apache Airflow is a big data tool that helps teams design, schedule, and monitor workflows using Python code. In Airflo... Read More About Apache Airflow

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Last Updated on : 08 Sep, 2026

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Materialize Alternative FAQs

A. RisingWave, Apache Flink, Timeplus, DeltaStream and ClickHouse materialized views are the usual alternatives, with Feldera and Arroyo appealing to teams focused specifically on incremental computation.
A. RisingWave is the closest match, a Postgres-compatible streaming database that maintains incrementally updated materialized views. DeltaStream and Timeplus offer similar streaming SQL with different architectures.
A. In streaming SQL, Materialize competes mainly with RisingWave, Apache Flink and Confluent Cloud for Flink, plus Timeplus, DeltaStream, Arroyo and remaining ksqlDB deployments.
A. Cost and memory footprint are the common reasons, since Materialize is cloud-only and source-available. Teams wanting self-hosting or object-storage state typically move to RisingWave or Apache Flink.
A. RisingWave is open source and self-hostable with object-storage state, Apache Flink runs anywhere, and ClickHouse or Apache Doris materialized views cover simpler incremental aggregations at lower cost.
A. RisingWave under Apache 2.0, Apache Flink, Arroyo, Feldera and the pg_ivm extension for Postgres are free options. Materialize itself is source-available under BSL rather than fully open source.
A. Startups often pick RisingWave Cloud or Timeplus for a managed streaming database with modest entry pricing, or simply use ClickHouse Cloud materialized views when latency requirements are less strict.
A. Materialize sells cloud compute credits with no free self-hosted option. RisingWave can run free on your own infrastructure, and Apache Flink costs nothing beyond the cluster you operate.

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