getapp-logo

App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categoriesBlog & researchAbout us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links. 

Top Rated Big Data Software with Multiple data sources - Page 2

Last updated: September 2026

Verified reviewer profile picture
Get free expert advice+1 (888) 216-6745
Call now for a one-to-one consultation in under 15 mins.
1 filter applied

Features

Integrated with

Pricing model

Devices supported

Organization types

User rating

129 software options

Blossom Sky logo

Federated AI Learning and Data Analytics

Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

Read more about Blossom Sky

Users also considered
Apteco FastStats logo

Data analysis platform

Apteco FastStats is data analysis software that enables users to organize and understand their customer data to deliver high performing marketing campaigns. It allows users to explore their data in greater detail than ever before through analysis and visualization tools. FastStats also provides the ability to create customer segments directly from charts and visualizations to improve engagement.

Read more about Apteco FastStats

Users also considered
Decile logo

Business intelligence software for analyzing customer data

Decile is a cloud-based software designed to help businesses build customer data. The platform enables organizations to generate, analyze, and act on valuable customer shopping behavior, purchase trends, psychographics, and other data. Marketing teams can target profitable demographic groups to maximize the ROI across various marketing efforts via a unified portal.

Read more about Decile

Users also considered
ZIPPYDOC logo

Data analysis and processing platform

ZIPPYDOC is a web-based platform that can generate complex problem solutions for data analysis issues.

Read more about ZIPPYDOC

Users also considered
ILUM logo

Open data lakehouse platform for Kubernetes

Modular, open data lakehouse platform for Kubernetes and Hadoop Yarn, unifying Spark, Trino, Flink, and Duckdb for enterprises.

Read more about ILUM

Users also considered
Altova MapForce logo

Affordable ETL and Data Mapping Tool

MapForce is an any-to-any data integration and ETL tool for graphically defining data mappings for all popular data formats.

Read more about Altova MapForce

Users also considered
Upsolver logo

Data lake platform, on-premises or in the cloud

Upsolver’s data lake platform helps simplify the process for developers to integrate, manage and structure streaming data for analysis, whether on-premises or in the cloud, through a set of advanced stream processing algorithms and an intuitive drag & drop interface

Read more about Upsolver

Users also considered
Mozart Data logo

The easiest and fastest way to set up a modern data stack.

Backed by award-winning data analyst support, Mozart Data’s all-in-one modern data platform empowers anyone to centralize, organize, and analyze their data without engineering resources. Instead of piecing together tools, companies get everything needed to spin up a reliable data stack in an hour.

Read more about Mozart Data

Users also considered
Apteco Orbit logo

Platform to turn data into actionable customer insights

Apteco Orbit is an actionable marketing insights platform that helps businesses connect and manage their marketing and other data. This software enables you to access all your connected data sources from a single view powered by FastStats Designer. Users can then integrate and connect data with preferred channels. It also provides analytics capabilities to explore data and create dashboards to share insights across organizations.

Read more about Apteco Orbit

Users also considered
Dataedo logo

Data catalog and database documentation tool

Dataedo is a data catalog and database documentation tool. It supports metadata management and data governance through data dictionaries, business glossaries, database diagrams, data profiling, data lineage, and more.

Read more about Dataedo

Users also considered
Zuar Runner logo

Orchestrate Data. Enable Insights.

Zuar Runner: Automate data extraction, transformation, staging, and orchestration across hundreds of data sources, making analytics-ready data available at scale.

Read more about Zuar Runner

Users also considered
ProviderDirectoryAI logo

Powering Millions of Provider Searches with Confidence

ProviderDirectoryAI (PDAI) is a smart provider directory and data management platform that helps health plans and healthcare organizations improve provider data accuracy, streamline compliance, and deliver fast, user-friendly provider search experiences.

Read more about ProviderDirectoryAI

Users also considered
Zerve logo

Platform for managing data science and AI/ML development

Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists, business users and teams alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment.

Read more about Zerve

Users also considered
Leadspace logo

Take back control of your sales and marketing data.

Leadspace is the leading B2B Customer Data Platform. Innovative companies like Microsoft, AMEX and RingCentral use the Leadspace CDP to power more effective and high-performing inbound/outbound marketing, ABM, and sales ops efforts that increase revenue.

Read more about Leadspace

Users also considered
MarkLogic logo

Integrated NoSQL database for data storage and management

MarkLogic is an on-premise and cloud-based data management software that helps businesses utilize operational and transactional NoSQL databases to integrate, store, and access data. It enables supervisors to collect information from multiple sources and index them for query and search purposes.

Read more about MarkLogic

Users also considered
MobiusFlow logo

Connect, Control, Communicate.

Drive innovation, reduce costs and improve efficiencies with MobiusFlow and capitalise on the opportunities for connected data and automated device control using actionable insights. From initial concept through to full scale global deployment MobiusFlow Minimises risk, reduces time to market.

Read more about MobiusFlow

Users also considered
Datadog logo

Cloud-based observability & security for all sizes

Datadog is a full stack monitoring service for IT, Operations, Security, and Development teams who develop and run cloud applications and deal with large amounts of data.

Read more about Datadog

Users also considered
Qrvey logo

AI-Native Embedded Analytics for SaaS Companies

Qrvey is the AI-native embedded analytics platform designed specifically for SaaS companies.

Read more about Qrvey

Users also considered
Amazon EMR logo

Big Data Processing with Spark, Hive, and Presto

Amazon EMR is a big data analytics platform that makes it easy to quickly and cost-effectively process vast amounts of data.

Read more about Amazon EMR

Users also considered
Splunk Enterprise logo

Machine data management and analytics

Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

Read more about Splunk Enterprise

Users also considered
Microsoft Power BI logo

BI visualization and reporting for desktop, web or mobile

Microsoft Power BI converts data into rich interactive visualizations, utilizing business analytics tools to share dashboard-based insights across all devices

Read more about Microsoft Power BI

Users also considered
Revenue AI logo

PaaS and virtual Center of Excellence for Revenue Management

Cloud-based revenue management solution that provides actionable recommendations to optimize product portfolio and pricing/promo strategy to build profit margin and maximize ROI for CPG, Retail, Life Science, Medicine, and other sectors. The platform provides various features such as pricing management, strategy recommendations, notifications/alerts, artificial intelligence (AI), and predictive modeling.

Read more about Revenue AI

Users also considered
Riak logo

Open-source NoSQL database management solution

Riak KV is an open-source NoSQL database solution designed to help businesses control, replicate, retrieve and distribute data across multiple servers. It includes Riak Control, which allows users to inspect and manage the health, nodes, associated rings and memory consumption for each cluster.

Read more about Riak

Users also considered
Incorta logo

Real-time analytics on raw business data

Incorta provides a unified data and analytics platform that makes it quick and easy to unlock the full potential of business data from multiple complex source systems. By eliminating traditional data transformation, modeling and aggregation steps, it makes 100% of data instantly ready for analysis.

Read more about Incorta

Users also considered
OpenText Analytics Cloud logo

Data visualization and analysis solution for business

OpenText Magellan is a fully integrated AI & Analytics platform that lets business users access, blend, and explore data quickly, and apply advanced and predictive analytics techniques through a drag-and-drop experience that doesn't depend on IT or a data expert.

Read more about OpenText Analytics Cloud

Users also considered