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Top Rated Big Data Software with Reporting/Analytics in 2026 - Page 2

Last updated: March 2026

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151 software options

Anaconda logo

Open-source data science platform

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Anaconda is an open-source data science platform designed for enterprises, academic institutions, government agencies, and individuals. It provides the tools to help data scientists and engineers develop applications and production-scale, performant machine learning applications with Python.

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Dynatrace logo

All-in-One Application Performance Monitoring

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Dynatrace Ruixt is an all-in-one application performance monitoring

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Cyfe logo

All-in-one business dashboard

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Monitor and visualize your business on one easy to use, real-time dashboard. Social media, analytics, marketing, sales, support – all of your data together.

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Elastic Stack logo

Distributed search and analytics solution

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Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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Matillion logo

Extract, transform, load platform for cloud data warehouses

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Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

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IBM Cognos Analytics logo

Business intelligence suite

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IBM Cognos is a suite of business intelligence and performance management software, that includes dashboards, reports, forecasting, visualization & automation.

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Cluvio logo

Modern cloud analytics platform for startups and SMEs

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Cluvio is a modern SQL and R-based cloud analytics platform that allows you to create and share beautiful, interactive dashboards.

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CRM Analytics logo

Cloud-based and on-premise data analysis solution.

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CRM Analytics is a cloud-based and on-premise data analysis platform, which helps small to large businesses in finance, healthcare, life sciences, communications, manufacturing, consumer goods, and other sectors extract, visualize, connect, share, and clean data. Features include machine learning (ML), natural language processing (NLP), artificial intelligence (AI), forecasting, predictive modeling, and drag-and-drop data visualization.

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Forestpin Analytics logo

Cloud-based financial risk management solution

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Forestpin Analytics is a data analytics platform designed to help businesses mitigate operational risk and gain actionable insights from their data. The solution leverages outlier detection and machine learning algorithms to highlight hidden patterns and anomalies within the data.

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Sigma Computing logo

Collaborative business intelligence and data analytics tool

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Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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MicroStrategy Analytics logo

Intelligence Everywhere

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MicroStrategy ONE integrates the power of generative AI with the precision of BI and Analytics.

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SAS Visual Analytics logo

SAS gives you THE POWER TO KNOW®.

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Access, profile, cleanse and transform data in SAS Visual Analytics using self-service data preparation capabilities with embedded AI. SAS Visual Analytics offers self-service data preparation, visual discovery, interactive reporting, and dashboards--as well as easy-to-use analytics with governance.

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Tugger logo

Simple. Effective. Secure. All your data ready when you are

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The Tugger ETL tool allows users to safely and quickly get their data out of their source(s) and into Tableau or Microsoft Power BI for business reporting. It's the simple way to get started with data analytics or to boost what you're currently doing.

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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

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Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

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Peakboard logo

The low-code platform for industrial applications.

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Peakboard's low-code platform simplifies digitalization in production and logistics. It assists in process monitoring and system management. Gathering data from various sources like SAP, machine controls, and Excel, it offers real-time evaluation and display for more operational excellence.

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Statgraphics Centurion logo

Multilingual data visualization & statistical analytics tool

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

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Logz.io logo

Machine data analytics based on ELK and Grafana

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Logz.io was designed for big data, adding a sophisticated machine learning layer on top of a powerful ELK Stack.

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Pentaho logo

Data integration & business analytics platform

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Pentaho couples data integration with business analytics in a modern platform that brings together IT & business users to access, visualize & explore their data

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Gathr logo

Power AI with complete data context

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Gathr.ai powers AI with complete data context for higher quality intelligence.

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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Anodot logo

We monitor your business

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Spot Revenue-Critical Incidents in Real-time

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Piwik PRO logo

An analytics suite focused on user privacy and data security

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Piwik PRO is the first privacy-oriented alternative to Google Analytics. Created in 2013, Piwik PRO Analytics Suite allows for tracking web, app, product and intranet behavior of users. The platform ensures compliance with strict EU, US, Chinese and Russian data protection laws.

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SAP Signavio logo

Understand, improve, and transform business processes

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SAP Signavio solutions help companies accelerate each phase of any transformation project, allowing them to prepare faster, deploy faster, and realize continuous value. As a market leader in business process transformation, customers look to SAP Signavio.

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Mozenda logo

The Experts In Web Data Scraping & Automation

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Capture web data, automate processes and scale. Trusted by thousands of businesses and over 30% of the global Fortune 500 companies. Free phone support.

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