---
title: "Page 2 | Best Big Data Software 2026 | Capterra"
description: "Page 2 - Find the top Big Data software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs."
source_url: "https://www.capterra.com/big-data-software/?page=2"
page_type: "category"
language: "en"
---

# Best Big Data Software - Page 2

[Free](https://www.capterra.com/big-data-software/s/free/)[For Small Businesses](https://www.capterra.com/big-data-software/s/small-businesses/)

[## Grepsr](https://www.capterra.com/p/176555/Grepsr/)

[4.8 (85)](https://www.capterra.com/p/176555/Grepsr/reviews/)

Grepsr is a powerful data extraction tool for big data. Extract data from websites, social media, and online directories. [Learn more about Grepsr](https://www.capterra.com/p/176555/Grepsr/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Cyfe](https://www.capterra.com/p/225437/Cyfe/)

[4.6 (79)](https://www.capterra.com/p/225437/Cyfe/reviews/)

Track metrics and measure performance in real-time, at a glance, and in a single dashboard with Cyfe. [Learn more about Cyfe](https://www.capterra.com/p/225437/Cyfe/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Cluvio](https://www.capterra.com/p/162332/Cluvio/)

[4.5 (76)](https://www.capterra.com/p/162332/Cluvio/reviews/)

Cluvio is a modern powerful SQL and R-based cloud BI platform that allows creating and sharing beautiful interactive dashboards. [Learn more about Cluvio](https://www.capterra.com/p/162332/Cluvio/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

Connect with a Capterra advisor for a free 15-minute consultation

Get a personalized software list aligned to your business needs with guidance from our expert advisors.

[## Spotfire](https://www.capterra.com/p/81277/TIBCO-Spotfire/)

[4.4 (60)](https://www.capterra.com/p/81277/TIBCO-Spotfire/reviews/)

Spotfire gives experts the ability to ask and answer questions of their data at the speed of thought. [Learn more about Spotfire](https://www.capterra.com/p/81277/TIBCO-Spotfire/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## sales-i](https://www.capterra.com/p/136407/sales-i/)

[3.9 (60)](https://www.capterra.com/p/136407/sales-i/reviews/)

sales-i is a sales intelligence software that delivers data insights to help sales teams spot risks and opportunities. [Learn more about sales-i](https://www.capterra.com/p/136407/sales-i/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## SAS Visual Analytics](https://www.capterra.com/p/266531/SAS-Visual-Analytics/)

[4.3 (59)](https://www.capterra.com/p/266531/SAS-Visual-Analytics/reviews/)

Access, profile, cleanse and transform data in SAS Visual Analytics using self-service data preparation capabilities with embedded AI. [Learn more about SAS Visual Analytics](https://www.capterra.com/p/266531/SAS-Visual-Analytics/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Pentaho](https://www.capterra.com/p/78014/Pentaho-Business-Analytics/)

[4.3 (46)](https://www.capterra.com/p/78014/Pentaho-Business-Analytics/reviews/)

Access, blend and analyze all types and sizes of data, empower users to visualize data across multiple dimensions. [Learn more about Pentaho](https://www.capterra.com/p/78014/Pentaho-Business-Analytics/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Forestpin Analytics](https://www.capterra.com/p/167492/Forestpin-Analytics/)

[4.8 (39)](https://www.capterra.com/p/167492/Forestpin-Analytics/reviews/)

A data analysis platform for finding irregularities, correlations, and duplications with an easy dashboard view. [Learn more about Forestpin Analytics](https://www.capterra.com/p/167492/Forestpin-Analytics/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## SingleStore](https://www.capterra.com/p/143032/MemSQL/)

[4.5 (39)](https://www.capterra.com/p/143032/MemSQL/reviews/)

SingleStoreDB combines transactional, analytical, & vector data workloads in a real-time, unified, distributed SQL database. [Learn more about SingleStore](https://www.capterra.com/p/143032/MemSQL/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Statgraphics Centurion](https://www.capterra.com/p/92953/STATGRAPHICS-Centurion/)

[4.5 (35)](https://www.capterra.com/p/92953/STATGRAPHICS-Centurion/reviews/)

Access and utilize a wide range of statistical procedures from summary statistics to design of experiments in an intuitive interface. [Learn more about Statgraphics Centurion](https://www.capterra.com/p/92953/STATGRAPHICS-Centurion/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Azure Synapse Analytics](https://www.capterra.com/p/170434/SQL-Data-Warehouse/)

[4.3 (32)](https://www.capterra.com/p/170434/SQL-Data-Warehouse/reviews/)

Azure Synapse Analytics is a cloud data warehouse that provides limitless analytics and accelerated time to insight. [Learn more about Azure Synapse Analytics](https://www.capterra.com/p/170434/SQL-Data-Warehouse/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Tugger](https://www.capterra.com/p/252072/Tugger/)

[4.8 (31)](https://www.capterra.com/p/252072/Tugger/reviews/)

Tugger connects your business systems to AI tools and Power BI. Ask your data anything in plain English, or build dashboards. No code. [Learn more about Tugger](https://www.capterra.com/p/252072/Tugger/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Logz.io](https://www.capterra.com/p/153685/Logz-io/)

[4.6 (30)](https://www.capterra.com/p/153685/Logz-io/reviews/)

Logz.io is the leading open source-based cloud observability platform. [Learn more about Logz.io](https://www.capterra.com/p/153685/Logz-io/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Mozenda](https://www.capterra.com/p/102193/Mozenda/)

[4.4 (29)](https://www.capterra.com/p/102193/Mozenda/reviews/)

#1 Web Scraping Software and Service, we turn millions of web pages into data. Trusted by 1/3 of the Fortune 500.  [Learn more about Mozenda](https://www.capterra.com/p/102193/Mozenda/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Peakboard](https://www.capterra.com/p/219356/Peakboard/)

[4.7 (28)](https://www.capterra.com/p/219356/Peakboard/reviews/)

The low-code platform helps production and logistics companies to monitor internal processes and manage their systems interactively. [Learn more about Peakboard](https://www.capterra.com/p/219356/Peakboard/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## SAP Signavio](https://www.capterra.com/p/137139/Signavio/)

[4.5 (27)](https://www.capterra.com/p/137139/Signavio/reviews/)

SAP Signavio solutions help companies accelerate any transformation project, prepare faster, deploy faster, & realize continuous value. [Learn more about SAP Signavio](https://www.capterra.com/p/137139/Signavio/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Anodot](https://www.capterra.com/p/159491/Anodot/)

[4.6 (25)](https://www.capterra.com/p/159491/Anodot/reviews/)

Umbrella manages cloud spend across multi cloud & SaaS environments—providing full visibility, control, and automation in one platform. [Learn more about Anodot](https://www.capterra.com/p/159491/Anodot/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Vantage](https://www.capterra.com/p/133231/Teradata-Database/)

[4.3 (25)](https://www.capterra.com/p/133231/Teradata-Database/reviews/)

Teradata Vantage leads in data analytics with a full cloud solution for real-time insights and data-driven decision-making. [Learn more about Vantage](https://www.capterra.com/p/133231/Teradata-Database/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Talend Data Fabric](https://www.capterra.com/p/118978/Data-Integration/)

[4.3 (24)](https://www.capterra.com/p/118978/Data-Integration/reviews/)

Talend's modular data management solution delivers transparent business value through data integration, quality, and governance. [Learn more about Talend Data Fabric](https://www.capterra.com/p/118978/Data-Integration/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Databricks](https://www.capterra.com/p/148499/Databricks/)

[4.5 (23)](https://www.capterra.com/p/148499/Databricks/reviews/)

Cloud-based analytics platform for data science teams that facilitates big data processing and visualization. [Learn more about Databricks](https://www.capterra.com/p/148499/Databricks/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Rapidminer AI Studio](https://www.capterra.com/p/148220/Altair-AI-Studio/)

[4.4 (23)](https://www.capterra.com/p/148220/Altair-AI-Studio/reviews/)

Leading end-to-end data science platform that fully automates & augments the data prep, model creation, model operations processes. [Learn more about Rapidminer AI Studio](https://www.capterra.com/p/148220/Altair-AI-Studio/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Gathr](https://www.capterra.com/p/240768/Gathr/)

[4.8 (22)](https://www.capterra.com/p/240768/Gathr/#reviews)

Gathr.ai helps enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence.  [Learn more about Gathr](https://www.capterra.com/p/240768/Gathr/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Piwik PRO](https://www.capterra.com/p/150623/Piwik/)

[4.6 (21)](https://www.capterra.com/p/150623/Piwik/reviews/)

Piwik PRO Analytics Suite is an advanced platform that provides a suite of modules centered on data analytics, activation, and privacy. [Learn more about Piwik PRO](https://www.capterra.com/p/150623/Piwik/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Panoply](https://www.capterra.com/p/168034/Panoply/)

[4.0 (21)](https://www.capterra.com/p/168034/Panoply/reviews/)

Panoply - a managed cloud data warehouse with ELT data connectors and dashboarding capabilities [Learn more about Panoply](https://www.capterra.com/p/168034/Panoply/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Dash](https://www.capterra.com/p/178865/Plotly/)

[4.5 (20)](https://www.capterra.com/p/178865/Plotly/reviews/)

Data visualization platform that allows businesses to build interactive web applications, and collaborate on designs with team members. [Learn more about Dash](https://www.capterra.com/p/178865/Plotly/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Byteplant Address Validator](https://www.capterra.com/p/237592/Address-Validator/)

[4.5 (19)](https://www.capterra.com/p/237592/Address-Validator/reviews/)

Byteplant’s Address-Validator is a global address verification API and batch data management tool covering 240+ countries. It helps bus [Learn more about Byteplant Address Validator](https://www.capterra.com/p/237592/Address-Validator/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## StreamSets Platform](https://www.capterra.com/p/210700/StreamSets-DataOps-Platform/)

[4.3 (19)](https://www.capterra.com/p/210700/StreamSets-DataOps-Platform/reviews/)

An end-to-end data integration platform to build, run, monitor & manage smart data pipelines that deliver continuous data for DataOps. [Learn more about StreamSets Platform](https://www.capterra.com/p/210700/StreamSets-DataOps-Platform/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Keatext](https://www.capterra.com/p/173675/Keatext/)

[3.8 (19)](https://www.capterra.com/p/173675/Keatext/reviews/)

Keatext is a CX analytics solution that provides AI-based predictive recommendations to improve customer satisfaction. [Learn more about Keatext](https://www.capterra.com/p/173675/Keatext/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Numerik](https://www.capterra.com/p/231665/Numerik/)

[4.8 (16)](https://www.capterra.com/p/231665/Numerik/reviews/)

Transform big data into smart sales strategies with Numerik's advanced analysis. [Learn more about Numerik](https://www.capterra.com/p/231665/Numerik/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Carriots Analytics](https://www.capterra.com/p/226967/Carriots-Analytics/)

[4.3 (16)](https://www.capterra.com/p/226967/Carriots-Analytics/#reviews)

Envision is a cloud-based business intelligence (BI) solution that can be deployed on-premise or in the cloud. [Learn more about Carriots Analytics](https://www.capterra.com/p/226967/Carriots-Analytics/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## CData Sync](https://www.capterra.com/p/228591/CData-Sync/)

[4.1 (16)](https://www.capterra.com/p/228591/CData-Sync/reviews/)

CData Sync is data replication software that enables flexible data synchronization across on-premises and cloud environments. [Learn more about CData Sync](https://www.capterra.com/p/228591/CData-Sync/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Knowage](https://www.capterra.com/p/209297/Big-Data/)

[4.0 (16)](https://www.capterra.com/p/209297/Big-Data/reviews/)

KNOWAGE is the open source analytics and business intelligence suite. [Learn more about Knowage](https://www.capterra.com/p/209297/Big-Data/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Rulex](https://www.capterra.com/p/231936/Rulex/)

[4.9 (15)](https://www.capterra.com/p/231936/Rulex/reviews/)

Rulex Platform is a people-centric decision intelligence platform creating tailored business solutions with accessible technology.  [Learn more about Rulex](https://www.capterra.com/p/231936/Rulex/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## 4MDG](https://www.capterra.com/p/10006931/4MDG/)

[4.8 (15)](https://www.capterra.com/p/10006931/4MDG/reviews/)

Master data management platform that helps businesses centralize, profile, and access data from multiple sources. [Learn more about 4MDG](https://www.capterra.com/p/10006931/4MDG/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Harper](https://www.capterra.com/p/197580/HarperDB/)

[4.3 (15)](https://www.capterra.com/p/197580/HarperDB/reviews/)

Harper fuses database, cache, messaging, and application functions into one process for unmatched speed, simplicity, and resilience. [Learn more about Harper](https://www.capterra.com/p/197580/HarperDB/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Blossom Sky](https://www.capterra.com/p/241081/Blossom-Federated-AI-Platform/)

[4.7 (14)](https://www.capterra.com/p/241081/Blossom-Federated-AI-Platform/reviews/)

Our Data AI Platform works between existing (and future) technologies and unites data silos into one AI Analytics platform. [Learn more about Blossom Sky](https://www.capterra.com/p/241081/Blossom-Federated-AI-Platform/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## SCALUE](https://www.capterra.com/p/210767/SCALUE/)

[4.7 (14)](https://www.capterra.com/p/210767/SCALUE/#reviews)

SCALUE offers a SaaS platform for procurement analytics. Transparency across the entire purchasing volume is created. [Learn more about SCALUE](https://www.capterra.com/p/210767/SCALUE/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## PromptCloud](https://www.capterra.com/p/153968/PromptCloud/)

[4.2 (14)](https://www.capterra.com/p/153968/PromptCloud/reviews/)

Our quick turnover turnover time in web scraping makes us a reliable data partner for enterprises worldwide. [Learn more about PromptCloud](https://www.capterra.com/p/153968/PromptCloud/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Omniscope](https://www.capterra.com/p/107216/Omniscope/)

[4.8 (13)](https://www.capterra.com/p/107216/Omniscope/reviews/)

All-in-one BI tool for no-code data prep, analytics and visualisation, on any device. Extensible with your Python/R/JS. Look no further [Learn more about Omniscope](https://www.capterra.com/p/107216/Omniscope/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Dataiku](https://www.capterra.com/p/142192/Data-Science-Studio-DSS/)

[4.6 (13)](https://www.capterra.com/p/142192/Data-Science-Studio-DSS/reviews/)

Cloud-based and on-premises enterprise AI platform for managing analytics, machine learning, and AI agents across the full project. [Learn more about Dataiku](https://www.capterra.com/p/142192/Data-Science-Studio-DSS/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## import.io](https://www.capterra.com/p/135185/import-io/)

[4.3 (13)](https://www.capterra.com/p/135185/import-io/reviews/)

Import.io is a global leader in web data extraction and integration, trusted by enterprises. [Learn more about import.io](https://www.capterra.com/p/135185/import-io/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Authoritas](https://www.capterra.com/p/144374/Analytics-SEO/)

[4.2 (13)](https://www.capterra.com/p/144374/Analytics-SEO/reviews/)

Authoritas is a data science-driven SEO and content marketing platform for Enterprises and E-commerce Businesses [Learn more about Authoritas](https://www.capterra.com/p/144374/Analytics-SEO/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Keboola](https://www.capterra.com/p/162399/Keboola-Connection/)

[4.9 (12)](https://www.capterra.com/p/162399/Keboola-Connection/reviews/)

Keboola is data management platform, compatible with any cloud. Overcome IT bottlenecks and deliver hundreds of data use cases rapidly. [Learn more about Keboola](https://www.capterra.com/p/162399/Keboola-Connection/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Exasol](https://www.capterra.com/p/175158/Exasol/)

[4.8 (12)](https://www.capterra.com/p/175158/Exasol/#reviews)

Cloud-based data analytics platform that helps businesses with data warehousing and real-time business intelligence metrics. [Learn more about Exasol](https://www.capterra.com/p/175158/Exasol/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Dataedo](https://www.capterra.com/p/199871/Dataedo/)

[4.7 (12)](https://www.capterra.com/p/199871/Dataedo/reviews/)

Data catalog and database documentation tool with data dictionary, business glossary, data lineage, and data community. [Learn more about Dataedo](https://www.capterra.com/p/199871/Dataedo/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Cloudera](https://www.capterra.com/p/116729/Cloudera-Enterprise/)

[4.1 (12)](https://www.capterra.com/p/116729/Cloudera-Enterprise/reviews/)

Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. [Learn more about Cloudera](https://www.capterra.com/p/116729/Cloudera-Enterprise/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## Neural Designer](https://www.capterra.com/p/156274/Neural-Designer/)

[4.9 (11)](https://www.capterra.com/p/156274/Neural-Designer/reviews/)

Neural Designer is a user-friendly app for data science and machine learning. It allows you to build AI-powered applications without c [Learn more about Neural Designer](https://www.capterra.com/p/156274/Neural-Designer/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## amber](https://www.capterra.com/p/227734/amberSearch/)

[4.7 (11)](https://www.capterra.com/p/227734/amberSearch/#reviews)

amber is an intelligent business AI platform that connects and unlocks the knowledge across all data sources in your company. [Learn more about amber](https://www.capterra.com/p/227734/amberSearch/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## MachEye](https://www.capterra.com/p/215665/MachEye/)

[4.6 (11)](https://www.capterra.com/p/215665/MachEye/reviews/)

Data made consumable and actionable with a cloud analytics platform for search and decision intelligence. [Learn more about MachEye](https://www.capterra.com/p/215665/MachEye/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

[## 9Spokes](https://www.capterra.com/p/163744/9-Spokes/)

[4.8 (10)](https://www.capterra.com/p/163744/9-Spokes/#reviews)

9 Spokes make benefiting from Big Data a smaller task, recommending business apps and putting important information in front of you. [Learn more about 9Spokes](https://www.capterra.com/p/163744/9-Spokes/)

Big Data features reviewers most value

Access Controls/Permissions

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

High Volume Processing

Statistical Analysis

Visual Analytics

Page 2 of 6

## Top-rated software of 2026

### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox.

Filter (249) Products:

Sort By:

Featured Partners

* * *

Plan Type

Free Trial

Popular

85% of professionals opt for a 30-day trial before the software purchase

Other subsciption plans:

Free Version

Monthly Subscription

Annual Subscription

One-Time License

Key Features

All key features

Popular

We have selected the most important and critical features as defined by Capterra user reviews

Access Controls/Permissions

AI Copilot

Collaboration Tools

Data Blending

Data Connectors

Data Security

Data Visualization

Data Warehousing

Forecasting

Generative AI

High Volume Processing

Predictive Analytics

Statistical Analysis

Third-Party Integrations

Trend Analysis

Visual Analytics

Deployment

Cloud, SaaS, Web-Based

Desktop Mac

Desktop Windows

Desktop Linux

On-Premise Windows

On-Premise Linux

Desktop Chromebook

Mobile Android

Mobile iPhone

Mobile iPad

Related Software Category:

[Business Intelligence Software](https://www.capterra.com/business-intelligence-software/)[Dashboard Software](https://www.capterra.com/dashboard-software/)[Data Visualization Software](https://www.capterra.com/data-visualization-software/)

I'm looking for Big Data Software that is:

[Free](https://www.capterra.com/big-data-software/s/free/)[For Small Businesses](https://www.capterra.com/big-data-software/s/small-businesses/)