Best BI on Hadoop Solutions

What is BI on Hadoop?

BI on Hadoop combines the extensive data storage capabilities of Hadoop with powerful analytics to deliver deep insights. Enterprises leverage it for data-driven decisions.

The top 5 BI on Hadoop solutions are JethroData, AtScale Adaptive Analytics (A3), Datameer, Arcadia Data and Zoomdata, as ranked by PeerSpot users in December 2025. JethroData received the highest rating of 0.0 among the leaders and holds the largest mind share of 19.2%. AtScale Adaptive Analytics (A3) is the most popular solution in terms of searches by peers.

BI on Hadoop enables enterprises to manage and analyze vast amounts of data effectively. Using Hadoop's distributed computing, it accelerates data processing and supports complex queries. Industry solutions harness this power for real-time analytics and predictive modeling, driving better business outcomes.

What are the critical features?

Scalability: Easily handle large data volumes as data grows.
Fault Tolerance: Ensure data reliability with Hadoop's robust architecture.
Real-Time Analytics: Facilitate fast, data-driven decision-making.
Integration: Seamlessly connect with existing BI tools and data sources.

What benefits and ROI should users look for?

Cost Efficiency: Reduce storage and processing costs with Hadoop's open-source framework.
Enhanced Decision Making: Gain deeper insights through comprehensive data analytics.
Improved Agility: Quickly adapt to changing business needs with scalable solutions.
Time Savings: Speed up data processing and analysis tasks.

In industries like finance, BI on Hadoop enables fraud detection and compliance reporting. Retail leverages it for customer analytics, while healthcare uses it for patient data analysis and predictive health outcomes.

The combination of Hadoop’s data handling and BI’s analytical capabilities is crucial for enterprises aiming to make informed, data-driven decisions.

BI on Hadoop solutions mindshare

As of January 2026, in the BI on Hadoop category, the mindshare of Datameer is 10.2%, down from 12.5% compared to the previous year. The mindshare of AtScale Adaptive Analytics (A3) is 16.9%, up from 6.3% compared to the previous year. The mindshare of JethroData is 19.2%, up from 6.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI on Hadoop Market Share Distribution
Product	Market Share (%)
JethroData	19.2%
AtScale Adaptive Analytics (A3)	16.9%
Datameer	10.2%
Other	53.7%

BI on Hadoop

Top BI on Hadoop products

Rankings through

#1 Ranked

JethroData

Jethro is a performance acceleration engine that delivers interactive Business Intelligence (BI) on Big Data at Hadoop costs. Jethro accelerates Big Data performance with Tableau, Qlik, MicroStrategy as well as in-house BI applications. - Interactive Performance: Jethro delivers response in seconds on 10s of billions of rows—on any SQL query- High Concurrency: 1,000s of concurrent users can access the same data without impacting performance.- No Data Engineering: Jethro automatically handles all of the costly, ineffective and endless data engineeringJethro is data source agnostic and is compatible with any Hadoop distribution, AWS, EFS, Azure and almost any other data source.

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AtScale Adaptive Analytics (A3)

AtScale is the leading provider of intelligent data virtualization for big data analytical workloads, empowering citizen data scientists to accelerate and scale their business’ data analytics and science capabilities and ultimately build insight-driven

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Datameer

Datameer specializes in analysis of large volumes of data for business users of Apache Hadoop. The company's product, Datameer Analytics Solution (DAS), is a business integration platform for Hadoop and includes data source integration, an analytics engine with a spreadsheet interface designed for business users with over 200 analytic functions and visualization including reports, charts and dashboards. DAS is available for major Hadoop distributions including Apache, Cloudera, EMC Greenplum HD, IBM BigInsights, MapR, Yahoo! and Amazon.

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Arcadia Data

Arcadia Data unifies visual analysis, data discovery and business intelligence native in Hadoop. Its unique on-cluster execution architecture runs analytics directly on your Hadoop nodes. No need to add hardware or pull standalone extracts.

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Zoomdata

Zoomdata, creators of the industry's fastest Big Data exploration, visualization and analytics platform, lets business users see and interact with data in all new ways.

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