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Top Rated Big Data Software with Reporting/Analytics in 2026 - Page 4

Last updated: March 2026

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151 software options

Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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Knowage logo

Open-source suite for analytics and business intelligence

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KNOWAGE is the open source analytics and business intelligence suite that allows businesses to combine data coming from different sources such as traditional RDBMS, big data, NoSQL, open data, SolR indexes, cloud data, private files, or external data services in a single interactive view.

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Zuar Runner logo

Take data from many systems into one analytics destination!

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Collect, transform, model, stage, report, monitor and distribute. Zuar Runner automates the flow of data from hundreds of potential sources into a single destination for analytics.

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Keatext logo

Your most impactful improvements start here.

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Keatext is a text analytics solution that delivers AI-based recommendations and ready-to-share reports leveraging GPT to improve customer experience.

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Open Automation Software logo

Industrial Internet of Things (IoT) solution

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Open Automation Software is an open-architecture industrial Internet of Things (IoT) solution that helps businesses connect any data source to Web, NET, databases, and other open data format destinations or applications. It provides several developer tools, APIs and SDKs, allowing administrators to build and customize integrations, tag configurations and data feeds.

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Couchbase Server logo

Operational Data Platform for AI

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Couchbase is the operational data platform for AI that connects and mobilizes your data, so you can power peak experiences, harness the power of AI and scale globally - all with less risk and lower overhead.

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Cloudera Enterprise logo

Data cloud platform that delivers self-service analytics

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Cloudera is an enterprise data cloud platform designed to help businesses in financial services, manufacturing, telecommunications, retail, technology, insurance, healthcare, public sector, education, energy, and utilities use self-service analytics across multi-cloud and hybrid environments.

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Worksheet Systems logo

Build online databases & custom business applications

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Worksheet Systems enables users to build enterprise quality custom business applications for data management needs, without any coding knowledge required

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OpenText Analytics Database logo

Big data analytics and machine learning solution

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Vertica is a powerful big data analytics platform that enables organizations to analyze their data on-premises, in the cloud, or on Hadoop. The analytics capabilities are enhanced by machine learning and predictive analytics, which enable users to uncover insights and identify patterns in their data.

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What's The Price logo

Empowering Negotiations with Real-Time Cost Insights.

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WTP provides a detailed view on product cost structures using big data. It covers 3,000+ raw materials across 365 industries in 160 countries, streamlining should-costing and aiding informed negotiations with insights on price trajectories, industry cost drivers, and volume impacts.

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CoolPlanet logo

Business intelligence software designed for factories

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Clarity is business intelligence software designed specifically for factories. Clarity can help everyone from operators to plant managers, maintenance managers to CEOs understand their data and plant better.

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Sailthru logo

Marketing automation for media & publishing and retail.

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Sailthru by Zeta is a marketing automation software and multi-channel personalization tool that serves media and retail brands. The software allows you to personalize customer experiences on every channel, including email, website, and mobile.

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DataHero logo

Visualize data from spreadsheets & cloud services

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DataHero is a cloud-based data visualization solution which allows users to create custom dashboards and charts with data from cloud services & spreadsheets

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datacadabra logo

Data science solution for marketing and CRM teams

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datacadabra is a data science solution for marketing and CRM teams. It can accompany users throughout the data exploitation chain (data preparation, customer behavior analysis, activation, and targeting) to enable them to improve the performance of customer animation actions. datacadabra enables marketing and CRM teams to use customer data more effectively to improve their customer knowledge and the performance of their customer animation strategy.

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Qrvey logo

Embedded Analytics for SaaS Companies

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

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Mozart Data logo

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

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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.

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Chaossearch logo

Turn your AWS S3 into a hot, searchable analytic data lake.

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CHAOSSEARCH is a fully managed log analytics platform for big data that leverages your AWS S3 as a data store. Our revolutionary technology radically lowers costs for analyzing log data at scale (i.e. Big Data!), passing those savings on to you! Try CHAOSSEARCH for your big data analysis challenges!

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Hopsworks logo

Machine learning (ML) application building platform

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Hopsworks is an Open-source Enterprise Feature Store, a productivity platform for the development and operation of Machine Learning (ML) pipelines at scale. Users can easily manage their AI data for features and models for feature, training and inference pipelines.

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Datameer logo

Datameer Cloud: Your Data Transformation Solution

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Datameer Cloud simplifies data transformation for data engineers. Optimize analytics, job management, and data accessibility with ease.

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Zerve logo

Platform for managing data science and AI/ML development

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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.

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Qubole Data Service logo

Big-data-as-a-service provider

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Qubole provides a managed Big Data service that makes it simple to prepare, integrate and explore Big Data in the cloud. It is trusted by the largest brands in social media, online advertising, gaming and other data-intensive companies such as Pinterest, Quora, MediaMath and TubeMogul.

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BEYABLE logo

#1 CRO Platform

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Turn abandoning and hesitating visitors into customers by on-site behavioral targeting. Huge bunch of marketing scenarios and options available.

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Leadspace logo

Take back control of your sales and marketing data.

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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.

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Trendalyze logo

Visualize, search & monitor for micro-trends in data

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Leverage Hadoop platforms and AWS, Azure, GCP and OCI big data cloud services

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MarkLogic logo

Integrated NoSQL database for data storage and management

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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.

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