Compare the Top Big Data Platforms for Cloud as of December 2025

What are Big Data Platforms for Cloud?

Big data platforms are systems that provide the infrastructure and tools needed to store, manage, process, and analyze large volumes of structured and unstructured data. These platforms typically offer scalable storage solutions, high-performance computing capabilities, and advanced analytics tools to help organizations extract insights from massive datasets. Big data platforms often support technologies such as distributed computing, machine learning, and real-time data processing, allowing businesses to leverage their data for decision-making, predictive analytics, and process optimization. By using these platforms, organizations can handle complex datasets efficiently, uncover hidden patterns, and drive data-driven innovation. Compare and read user reviews of the best Big Data platforms for Cloud currently available using the table below. This list is updated regularly.

  • 1
    Google Cloud Platform
    Google Cloud Platform excels in managing and analyzing big data through tools like BigQuery, a serverless data warehouse for fast querying and analysis. GCP also offers services such as Dataflow, Dataproc, and Pub/Sub, which allow businesses to efficiently process and analyze large datasets. With the added benefit of $300 in free credits for new customers to run, test, and deploy workloads, organizations can start exploring big data solutions without the financial commitment, accelerating their data-driven insights and innovations. The platform’s highly scalable architecture enables companies to process terabytes to petabytes of data quickly and at a fraction of the cost of traditional data solutions. GCP's big data solutions are designed to integrate well with machine learning tools, creating a comprehensive environment for data scientists and analysts to gain valuable insights.
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    Starting Price: Free ($300 in free credits)
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  • 2
    LogIsland

    LogIsland

    Hurence

    The LogIsland platform is at the heart of Hurence’s real-time analytics. It allows you to capture factory events (IIoT) but also events from your websites. According to Hurence a factory, or more generally a company, can be understood and supervised in real time through all the events it encounters: a sales order is an event, the production of a piece by a robot is an event, the delivery of a product is an event. Everything is actually an event. The LogIsland platform allows you to capture all these events, put them in a message bus for large volumes and analyze them in real time with plug and play analyzers ranging from simple (counting, alerts, recommendations), to the most sophisticated: artificial intelligence models for predictions and detection of anomalies or defects. Your Swiss knife for analyzing events in real time with custom analyzers for two verticals, web analytics and industry 4.0.
  • 3
    Immuta

    Immuta

    Immuta

    Immuta is the market leader in secure Data Access, providing data teams one universal platform to control access to analytical data sets in the cloud. Only Immuta can automate access to data by discovering, securing, and monitoring data. Data-driven organizations around the world trust Immuta to speed time to data, safely share more data with more users, and mitigate the risk of data leaks and breaches. Founded in 2015, Immuta is headquartered in Boston, MA. Immuta is the fastest way for algorithm-driven enterprises to accelerate the development and control of machine learning and advanced analytics. The company's hyperscale data management platform provides data scientists with rapid, personalized data access to dramatically improve the creation, deployment and auditability of machine learning and AI.
  • 4
    ChaosSearch

    ChaosSearch

    ChaosSearch

    Log analytics should not break the bank. Because most logging solutions use one or both of these technologies - Elasticsearch database and/ or Lucene index - the cost of operation is unreasonably high. ChaosSearch takes a revolutionary approach. We reinvented indexing, which allows us to pass along substantial cost savings to our customers. See for yourself with this price comparison calculator. ChaosSearch is a fully managed SaaS platform that allows you to focus on search and analytics in AWS S3 rather than spend time managing and tuning databases. Leverage your existing AWS S3 infrastructure and let us do the rest. Watch this short video to learn how our unique approach and architecture allow ChaosSearch to address the challenges of today’s data & analytic requirements. ChaosSearch indexes your data as-is, for log, SQL and ML analytics, without transformation, while auto-detecting native schemas. ChaosSearch is an ideal replacement for the commonly deployed Elasticsearch solutions.
    Starting Price: $750 per month
  • 5
    Satori

    Satori

    Satori

    Satori is a Data Security Platform (DSP) that enables self-service data and analytics. Unlike the traditional manual data access process, with Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. Satori’s DSP dynamically applies the appropriate security and access policies, and the users get secure data access in seconds instead of weeks. Satori’s comprehensive DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously discovers sensitive data across data stores and dynamically tracks data usage while applying relevant security policies. Satori enables data teams to scale effective data usage across the organization while meeting all data security and compliance requirements.
  • 6
    Protegrity

    Protegrity

    Protegrity

    Our platform allows businesses to use data—including its application in advanced analytics, machine learning, and AI—to do great things without worrying about putting customers, employees, or intellectual property at risk. The Protegrity Data Protection Platform doesn't just secure data—it simultaneously classifies and discovers data while protecting it. You can't protect what you don't know you have. Our platform first classifies data, allowing users to categorize the type of data that can mostly be in the public domain. With those classifications established, the platform then leverages machine learning algorithms to discover that type of data. Classification and discovery finds the data that needs to be protected. Whether encrypting, tokenizing, or applying privacy methods, the platform secures the data behind the many operational systems that drive the day-to-day functions of business, as well as the analytical systems behind decision-making.
  • 7
    PHEMI Health DataLab
    The PHEMI Trustworthy Health DataLab is a unique, cloud-based, integrated big data management system that allows healthcare organizations to enhance innovation and generate value from healthcare data by simplifying the ingestion and de-identification of data with NSA/military-grade governance, privacy, and security built-in. Conventional products simply lock down data, PHEMI goes further, solving privacy and security challenges and addressing the urgent need to secure, govern, curate, and control access to privacy-sensitive personal healthcare information (PHI). This improves data sharing and collaboration inside and outside of an enterprise—without compromising the privacy of sensitive information or increasing administrative burden. PHEMI Trustworthy Health DataLab can scale to any size of organization, is easy to deploy and manage, connects to hundreds of data sources, and integrates with popular data science and business analysis tools.
  • 8
    AristotleInsight

    AristotleInsight

    Sergeant Laboratories

    Today’s organizations need immediate and accessible situational awareness to their risk posture. AristotleInsight® is the only dynamic machine learning platform that provides alerts and reports from the process to the user level on all threats. AristotleInsight’s advanced machine learning platform UDAPE® tracks these changes and provides the diagnostics needed to track the threats. From insider threats, APT detection, and Active Directory drift to vulnerability & configuration failures, AristotleInsight is a revolution in cyber diagnostics. Bridging the gap between SecOps and DevOps, AristotleInsight removes all assumptions and guesswork from your risk profile. AristotleInsight’s advanced reporting capabilities provide the functionality that both cybersecurity specialists and sysadmins demand: usability, accessibility, and historical automated reporting.
  • 9
    USEReady

    USEReady

    USEReady

    Here’s a version reduced to approximately 800 characters: USEReady is a data, analytics, and AI solutions company that transforms data into actionable insights to drive better decisions. With over a decade of experience, USEReady offers migration tools like STORM and MigratorIQ, supported by a global team of experts. Their Pixel Perfect solution enhances BI platforms with advanced reporting workflows. USEReady’s two core practices, Data Value and Decision Intelligence, build modern data architectures and enable informed decisions for real-world outcomes. With offices in the U.S., Canada, India, and Singapore, USEReady has over 450 experts and has served more than 300 customers, including Fortune 500 firms. Partnering with Tableau, Salesforce, and AWS, USEReady has earned multiple awards like Tableau Partner of the Year. Headquartered in New York, USEReady promotes data democracy and self-service.
  • 10
    Privacera

    Privacera

    Privacera

    At the intersection of data governance, privacy, and security, Privacera’s unified data access governance platform maximizes the value of data by providing secure data access control and governance across hybrid- and multi-cloud environments. The hybrid platform centralizes access and natively enforces policies across multiple cloud services—AWS, Azure, Google Cloud, Databricks, Snowflake, Starburst and more—to democratize trusted data enterprise-wide without compromising compliance with regulations such as GDPR, CCPA, LGPD, or HIPAA. Trusted by Fortune 500 customers across finance, insurance, retail, healthcare, media, public and the federal sector, Privacera is the industry’s leading data access governance platform that delivers unmatched scalability, elasticity, and performance. Headquartered in Fremont, California, Privacera was founded in 2016 to manage cloud data privacy and security by the creators of Apache Ranger™ and Apache Atlas™.
  • 11
    Azure Data Lake Storage
    Eliminate data silos with a single storage platform. Optimize costs with tiered storage and policy management. Authenticate data using Azure Active Directory (Azure AD) and role-based access control (RBAC). And help protect data with security features like encryption at rest and advanced threat protection. Highly secure with flexible mechanisms for protection across data access, encryption, and network-level control. Single storage platform for ingestion, processing, and visualization that supports the most common analytics frameworks. Cost optimization via independent scaling of storage and compute, lifecycle policy management, and object-level tiering. Meet any capacity requirements and manage data with ease, with the Azure global infrastructure. Run large-scale analytics queries at consistently high performance.
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    MUSO

    MUSO

    MUSO

    MUSO is a market leader in anti-piracy protection and measurement. Get protected with MUSO Protect - our market leading automated content protection technology - and unlock new revenues with MUSO Discover - our unlicensed audience demand platform. MUSO Discover measures audience demand across the piracy ecosystem, enabling you to see the true demand for your content that is unbiased and unrestricted by region, country or platform. Unlicensed demand data allows content creators to increase the value of content for sale or distribution, discover in-demand titles for acquisition, uncover new audiences and analyse windowing impact strategies.
  • 13
    InfoSum

    InfoSum

    InfoSum

    InfoSum unlocks data’s limitless potential. Using patented, privacy-first technology, InfoSum connects customer records between and amongst companies, without ever sharing data. Customers across financial services, content distribution, connected television, eCommerce, gaming, and entertainment all trust InfoSum to seamlessly and compliantly connect their customer data to other partners through privacy-safe, permissioned, data networks. There are many applications for InfoSum’s technology, including standard ‘data-onboarding’ to much more sophisticated use cases that allow for the creation of owned identity platforms, the development of new data and advertising products, and the formation of entirely new marketplaces. InfoSum was founded in 2015. The company has multiple patents, protecting its invention of the ‘non-movement of data.’ InfoSum is based in the US, UK and CE, with offices, and customers across Europe and North America. The company is poised for exponential growth
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