Best Free Big Data Software of 2025

BigQuery is specifically built to manage and analyze large-scale data, making it an excellent solution for companies dealing with extensive datasets. Whether you're working with gigabytes or petabytes of information, BigQuery's automatic scaling ensures optimal performance for queries, enhancing efficiency. This powerful tool allows organizations to process data at remarkable speeds, enabling them to remain competitive in rapidly evolving markets. New users can take advantage of $300 in complimentary credits to delve into BigQuery's capabilities, gaining hands-on experience in handling and analyzing substantial amounts of data. With its serverless design, BigQuery eliminates concerns about scaling, streamlining the management of big data like never before.

Google Cloud Platform stands out in the realm of big data management and analysis, featuring tools such as BigQuery, a serverless data warehouse renowned for its rapid querying and analytical capabilities. Additionally, GCP provides services like Dataflow, Dataproc, and Pub/Sub, empowering organizations to efficiently manage and analyze extensive datasets. New users can take advantage of $300 in complimentary credits, allowing them to run, test, and deploy workloads without financial risk, thereby facilitating their journey into big data solutions and enhancing their ability to derive insights and drive innovation. The platform's highly scalable infrastructure allows businesses to process vast amounts of data, ranging from terabytes to petabytes, swiftly and cost-effectively compared to conventional data solutions. GCP's big data offerings are seamlessly integrated with machine learning tools, providing a holistic environment for data scientists and analysts to extract meaningful insights.

People Data Labs provides B2B data to developers, engineers and data scientists. It provides a dataset with resume, contact, demographic, and social information for more than 1.5 billion unique individuals. PDL data can be used for building products, enriching profiles, and enabling AI and predictive modeling. APIs are used to deliver it to developers. PDL only works for legitimate businesses, whose products aim to improve the lives of people. Its data is crucial for companies who are forming data departments, and focusing on the acquisition of data. These companies require clean, rich and compliant data on individuals to protect themselves.

StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

Visokio creates Omniscope Evo, a complete and extensible BI tool for data processing, analysis, and reporting. Smart experience on any device. You can start with any data, any format, load, edit, combine, transform it while visually exploring it. You can extract insights through ML algorithms and automate your data workflows. Omniscope is a powerful BI tool that can be used on any device. It also has a responsive UX and is mobile-friendly. You can also augment data workflows using Python / R scripts or enhance reports with any JS visualisation. Omniscope is the complete solution for data managers, scientists, analysts, and data managers. It can be used to visualize data, analyze data, and visualise it.

MongoDB is a versatile, document-oriented, distributed database designed specifically for contemporary application developers and the cloud landscape. It offers unparalleled productivity, enabling teams to ship and iterate products 3 to 5 times faster thanks to its adaptable document data model and a single query interface that caters to diverse needs. Regardless of whether you're serving your very first customer or managing 20 million users globally, you'll be able to meet your performance service level agreements in any setting. The platform simplifies high availability, safeguards data integrity, and adheres to the security and compliance requirements for your critical workloads. Additionally, it features a comprehensive suite of cloud database services that support a broad array of use cases, including transactional processing, analytics, search functionality, and data visualizations. Furthermore, you can easily deploy secure mobile applications with built-in edge-to-cloud synchronization and automatic resolution of conflicts. MongoDB's flexibility allows you to operate it in various environments, from personal laptops to extensive data centers, making it a highly adaptable solution for modern data management challenges.

Gigasheet is the big data spreadsheet that requires no set up, training, database or coding skills. No SQL or Python code, no IT infrastructure required to explore big data. Big data answers are available to anyone, even if they're not data scientists. Best of all, your first 3GB are free! Gigasheet is used by thousands of people and teams to gain insights in minutes, rather than hours or days. Anyone who can use a spreadsheet can access Gigasheet's big data and analysis capabilities. Sharing and collaboration tools make distributing huge data sets a snap. Gigasheet integrates with more than 135 SaaS platforms and databases.

Kyvos is a semantic data lakehouse designed to speed up every BI and AI initiative, offering lightning-fast analytics at an infinite scale with maximum cost efficiency and the lowest possible carbon footprint. The platform provides high-performance storage for both structured and unstructured data, ensuring trusted data for AI applications. It is built to scale seamlessly, making it an ideal solution for enterprises aiming to maximize their data’s potential. Kyvos is infrastructure-agnostic, which means it fits perfectly into any modern data or AI stack, whether deployed on-premises or in the cloud. Leading companies rely on Kyvos as a unified source for cost-effective, high-performance analytics that foster deep, meaningful insights and context-aware AI application development. By leveraging Kyvos, organizations can break through data barriers, accelerate decision-making, and enhance their AI-driven initiatives. The platform's flexibility allows businesses to create a scalable foundation for a range of data-driven solutions.

Cyfe, a business intelligence platform, helps businesses of all sizes with KPI Monitoring, search engine optimization and scheduling, social media marketing and custom reports, data export & archivement, and other services.

Neural Designer is a data-science and machine learning platform that allows you to build, train, deploy, and maintain neural network models. This tool was created to allow innovative companies and research centres to focus on their applications, not on programming algorithms or programming techniques. Neural Designer does not require you to code or create block diagrams. Instead, the interface guides users through a series of clearly defined steps. Machine Learning can be applied in different industries. These are some examples of machine learning solutions: - In engineering: Performance optimization, quality improvement and fault detection - In banking, insurance: churn prevention and customer targeting. - In healthcare: medical diagnosis, prognosis and activity recognition, microarray analysis and drug design. Neural Designer's strength is its ability to intuitively build predictive models and perform complex operations.

Row Zero is the best spreadsheet for big data. Row Zero is similar to Excel and Google Sheets, but can handle 1+ billion rows, process data much faster, and connect live to your data warehouse and other data sources. Built-in connectors include Snowflake, Databricks, Redshift, Amazon S3, and Postgres. Row Zero spreadsheets are powerful enough to pull entire database tables into a spreadsheet, letting anyone build live pivot tables, charts, models, and metrics on data from your data warehouse. With Row Zero, you can easily open, edit, and share multi-GB files (CSV, parquet, txt, etc.) Row Zero also offers advanced security features and is cloud-based, empowering organizations to eliminate ungoverned CSV exports and locally stored spreadsheets from their org. Row Zero has all of the spreadsheet features you know and love, but was built for big data. If you know how to use Excel or Google Sheets, you can get started with ease. No training required.

Elastic is a search company. Elasticsearch, Kibana Beats, Logstash, and Elasticsearch are the founders of the ElasticStack. These SaaS offerings allow data to be used in real-time and at scale for analytics, security, search, logging, security, and search. Elastic has over 100,000 members in 45 countries. Elastic's products have been downloaded more than 400 million times since their initial release. Today, thousands of organizations including Cisco, eBay and Dell, Goldman Sachs and Groupon, HP and Microsoft, as well as Netflix, Uber, Verizon and Yelp use Elastic Stack and Elastic Cloud to power mission critical systems that generate new revenue opportunities and huge cost savings. Elastic is headquartered in Amsterdam, The Netherlands and Mountain View, California. It has more than 1,000 employees in over 35 countries.

AnswerDock is an enterprise-focused analytics platform powered by AI that enables business users to obtain immediate answers to their inquiries, enhancing their decision-making processes without relying on data analysts. Users can gain real-time insights from their data warehouses through live queries with support for platforms like Snowflake, Amazon Redshift, Microsoft Synapse, and Google Bigquery. Additionally, it allows for the uploading of Excel files or connections to conventional relational databases such as MySQL and SQL Server, as well as integration with third-party APIs like Google Analytics. You can experience AnswerDock using a sample retail dataset without any need for registration or login. For those interested in using their own data, a free version is available that offers full functionality. With AnswerDock, users can effortlessly generate customized reports and dashboards by simply posing their questions in a search-engine-like manner. For instance, if you need a sales report, just type "Top 10 Sales People by growth in number of leads this quarter," and AnswerDock will conduct the analysis and present the best visualization in an instant, making the process incredibly straightforward. This user-friendly approach empowers business users to harness data effectively, further streamlining their operational efficiency.

Incorporate analytics seamlessly into any application or workflow to empower critical decision-making with assurance. By embedding analytics into daily operations and applications, businesses can enhance their decision-making processes, leading to quicker and more informed choices for both the organization and its customers. Tailor analytics to fit your applications and products, ensuring that they are both intuitive and user-friendly. Enhance user engagement, increase adoption rates, and improve retention through a predictive analytics platform powered by AI, designed specifically for achieving business success. Utilize Sisense, a top-tier Business Intelligence (BI) reporting tool, to prepare, analyze, and delve into data sourced from various origins. Renowned firms such as NASDAQ, Phillips, and Airbus rely on Sisense, which provides a comprehensive, agile BI platform that facilitates rapid, insightful data-driven decisions. With an open, unified architecture, a superior analytics engine, machine learning capabilities, and the delivery of insights that extend beyond traditional dashboards, Sisense positions itself as a leader in the BI domain, ensuring businesses can thrive in a data-centric landscape. This powerful tool not only streamlines data analysis but also fosters a culture of informed decision-making within organizations.

AnswerMiner is a data exploration and visualisation tool for new data. It focuses on simplicity and usability, rather than hard programming or requiring additional knowledge to use. The app's user-friendly interface makes it easy to get used to the features and helps you become familiar with it quickly. AnswerMiner is a cloud-based tool that can be accessed from anywhere, at any time, to find relationships and meaningful insights in data. It is accessible even if users are not programmers or data scientists. We believe that anyone can become a data analyst. All they need is the right tool to make the most of their data. Features *Smart Data View *Automatic Charts *Correlation Matrix & Table *Relation Map *Prediction Tree *Report (Canvas) *Connectors: Mailchimp Analytics, URL, MySQL and Google Drive, FTP and many more

NaturalText A.I. Your data can be used to get more. Discover relationships, build collections, and uncover hidden insights in documents and text-based data. NaturalText A.I. NaturalText A.I. uses artificial intelligence technology to uncover hidden data relationships. The software uses a variety of state-of-the art methods to understand context and analyze patterns to reveal insights - all in a human-readable manner. Discover hidden insights in your data It can be difficult, if not impossible, to find everything in your text data. Traditional search can only find information about a document. NaturalText A.I. on the other hand, uncovers new data within millions of documents, including patents and scientific papers. NaturalText A.I. NaturalText A.I. can help you uncover insights in your data that you are not currently seeing.

Riak is a distributed systems expert and works with Application teams to overcome distributed system challenges. Riak's Riak®, a distributed NoSQL databank, delivers: Unmatched resilience beyond the typical "high availability" offerings - Innovative technology to ensure data accuracy, and never lose a word. - Massive scale for commodity hardware - A common code foundation that supports true multi-model support Riak®, offers all of this while still focusing on ease-of-use. Choose Riak®, KV flexible key value data model for web scale profile management, session management, real time big data, catalog content management, customer 360, digital message and other use cases. Choose Riak®, TS for IoT, time series and other use cases.

biGENIUS automates all phases of analytic data management solutions (e.g. data warehouses, data lakes and data marts. thereby allowing you to turn your data into a business as quickly and cost-effectively as possible. Your data analytics solutions will save you time, effort and money. Easy integration of new ideas and data into data analytics solutions. The metadata-driven approach allows you to take advantage of new technologies. Advancement of digitalization requires traditional data warehouses (DWH) as well as business intelligence systems to harness an increasing amount of data. Analytical data management is essential to support business decision making today. It must integrate new data sources, support new technologies, and deliver effective solutions faster than ever, ideally with limited resources.

Deepnote is building the best data science notebook for teams. Connect your data, explore and analyze it within the notebook with real-time collaboration and versioning. Share links to your projects with other analysts and data scientists on your team, or present your polished, published notebooks to end users and stakeholders. All of this is done through a powerful, browser-based UI that runs in the cloud.

With your own data shop, create new revenue streams from the data you already have. Narrative focuses on the fundamental principles that make buying or selling data simpler, safer, and more strategic. You must ensure that the data you have access to meets your standards. It is important to know who and how the data was collected. Access new supply and demand easily for a more agile, accessible data strategy. You can control your entire data strategy with full end-to-end access to all inputs and outputs. Our platform automates the most labor-intensive and time-consuming aspects of data acquisition so that you can access new data sources in days instead of months. You'll only ever have to pay for what you need with filters, budget controls and automatic deduplication.

You can quickly find answers with the flexible visual query builder. You can access data via your browser or phone and analyze it anywhere you are. No SQL, data scientist, or desktop required. You can learn from your team mates and search for any questions within your organization with shared questions. @mentions, push notifications and shared chat allow you to bring the right people in the conversation and make data actionable. You can easily copy and modify shared questions, export data and change the way charts are displayed so you don't just see someone else's analysis but make it yours. External sharing can be turned on to allow access to data tables and partners outside your domain. In just two clicks, you can access the underlying data tables. Smart typeaheads make it easy to run custom SQL.

Trino is a remarkably fast query engine designed to operate at exceptional speeds. It serves as a high-performance, distributed SQL query engine tailored for big data analytics, enabling users to delve into their vast data environments. Constructed for optimal efficiency, Trino excels in low-latency analytics and is extensively utilized by some of the largest enterprises globally to perform queries on exabyte-scale data lakes and enormous data warehouses. It accommodates a variety of scenarios, including interactive ad-hoc analytics, extensive batch queries spanning several hours, and high-throughput applications that require rapid sub-second query responses. Trino adheres to ANSI SQL standards, making it compatible with popular business intelligence tools like R, Tableau, Power BI, and Superset. Moreover, it allows direct querying of data from various sources such as Hadoop, S3, Cassandra, and MySQL, eliminating the need for cumbersome, time-consuming, and error-prone data copying processes. This capability empowers users to access and analyze data from multiple systems seamlessly within a single query. Such versatility makes Trino a powerful asset in today's data-driven landscape.

9Spokes serves as an impactful data dashboard designed to enhance small businesses' insight into their operations, facilitating more informed decision-making. This robust and complimentary solution integrates with top business applications, providing users with essential metrics on an intuitive dashboard. By enabling businesses to oversee cash flow, personnel, and digital marketing efforts, 9Spokes allows them to gain a comprehensive overview necessary for making well-informed choices. While the dashboard itself is free, some applications available in the app store may require payment, with the financial arrangements being handled directly between users and the application providers. Pricing for these apps varies, and users will be informed of costs before making any commitments. Additionally, many of the accredited applications come with a free trial option, allowing businesses to evaluate whether they suit their needs before making a financial decision. This flexibility enables users to explore various tools that could enhance their operational efficiency.

Indicative is used by product managers, marketers, and business analysts to increase customer engagement, retention, and conversion. Indicative connects all your customer data sources and synthesizes them into a complete view. This gives you the actionable insights that you need to grow your customer base, build great products, and increase your sales. Indicative's free plan allows you to access the robust behavioral analytics platform and up to 1 billion user actions per month.

Instaclustr, the Open Source-as a Service company, delivers reliability at scale. We provide database, search, messaging, and analytics in an automated, trusted, and proven managed environment. We help companies focus their internal development and operational resources on creating cutting-edge customer-facing applications. Instaclustr is a cloud provider that works with AWS, Heroku Azure, IBM Cloud Platform, Azure, IBM Cloud and Google Cloud Platform. The company is certified by SOC 2 and offers 24/7 customer support.