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20 Best Apache Drill Alternatives in 2026

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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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Apache Airflow

Apache Airflow

By The Apache Software Foundation

4.3 Write a Review

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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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Apache Storm

Apache Storm

By The Apache Software Foundation

4.2 Write a Review

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Apache Storm is a big data tool that helps process streams of data in real time. Unlike Hadoop, which works on large ba... Read More About Apache Storm

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HPCC

HPCC

By LexisNexis Risk Solutions

4.4 Write a Review

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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

RisingWave

RisingWave

By RisingWave

4.3 Write a Review

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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

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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

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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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Materialize

Materialize

By Materialize

4.2 Write a Review

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Materialize is a streaming big data tool that lets you run real-time SQL queries on live data as it updates, without wa... Read More About Materialize

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Azure HDInsight

Azure HDInsight

By Microsoft Corporation

4.1 Write a Review

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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

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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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Last Updated on : 17 Sep, 2026

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Apache Drill Alternative FAQs

A. Trino, Presto, DuckDB, Apache Spark SQL and Dremio are the usual replacements, with Amazon Athena as a serverless option for querying files sitting in object storage.
A. Trino is closest in spirit, running distributed SQL over files, object storage and databases without loading data first. Presto and Dremio follow the same query-in-place model.
A. Drill competes mainly with Trino, Presto, Dremio, Apache Spark SQL and Apache Impala, and increasingly with DuckDB for single-node ad-hoc querying of files.
A. Development activity is modest next to Trino, and connectors, Iceberg support and BI integrations have advanced faster elsewhere. Most teams move to Trino, DuckDB or Dremio.
A. Drill is free, so cost really means operations. DuckDB removes the cluster entirely for single-node work, and Amazon Athena charges per scanned data with nothing to administer.
A. Open-source options include Trino, Presto, DuckDB, Apache Spark SQL, Apache Impala, Apache DataFusion and Apache Doris, spanning interactive lake queries through to fast columnar OLAP.
A. For a small business, DuckDB handles most ad-hoc file analysis on one machine, while Amazon Athena or ClickHouse Cloud provide managed SQL without operating a Drill cluster.
A. Drill, Presto and Trino are free open source, so spend is infrastructure and staffing. Dremio sells a commercial cloud tier, and Starburst monetises Trino with enterprise features and support.

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