35 Best Big Data Analytics Tools For Reporting In 2025

Supermetrics lets marketers consolidate data from different sources, store it in their favorite reporting tool, and transform it for reporting and analysis. It assists big data analytics tools by integrating data from over 150 platforms and making it analysis-ready for various reporting and analytics tools. It supports data storage solutions like data warehouses, enabling businesses to store and structure large, complex datasets.

Supermetrics offers a 14-day free trial and pricing starting at $29 (billed annually).

Zoho Analytics is a self-service BI and analytics software used by the likes of Hyundai, Ikea, HP, and Philips. Their freemium plan is a bit feature lite but you can add up to 2 users, input up to 10K rows/records, and access unlimited reports and dashboards. This is a pretty sturdy offering for free-to-use data analysis. Zoho Analytics comes with a library of pre-built visualizations divided by function (social media, finance, IT, sales) to help you get started.

Zoho Analytics costs from $24/month for 2 users and offers a free 15-day trial. They also have a free plan for 10K rows/records or less.

Site24x7 is a comprehensive monitoring solution designed for DevOps and IT operations teams. It offers tools to monitor websites, servers, applications, and network infrastructure, providing real-time insights into performance and availability. The platform offers a centralized data lake for storing large volumes of structured and unstructured data, facilitating big data analytics and machine learning processes. You can also benefit from custom metrics monitors, which allow data input through APIs or SDKs, providing detailed insights into performance trends.

Additionally, the application performance monitoring feature aids in identifying and resolving application performance issues across different programming languages, while real user monitoring offers insights into the digital experience of actual users, segmented by various metrics. This information is crucial for making data-driven decisions to enhance user satisfaction.

Tableau is a user-friendly, intuitive visual analytics platform with built-in best practices for data exploration and informational storytelling. Users can access their full suite of self-service prep and analytics tools with a minimal learning curve, leveraging drag-and-drop visualizations and easy point-and-click AI-driven statistical modeling. Most users should be able to assemble data to their liking without advanced programming or special commands.

Tableau costs from $70/user/month and offers a free 14-day trial.

Splunk is currently used by 91 of the Fortune 100 companies, including Intel, Comcast, and Coca-Cola. Splunk offers machine learning-centric visibility and detection of entity profiling and scoring, risk behavior detection, anomaly observation, and high fidelity behavior-based alerts. You can access a free cloud-based sandbox trial of Splunk UBA to check it out before committing. They offer dedicated solutions to DevOps, Security, IT, and big data.

Splunk costs from $2000/year for 1 GB/day and offers a free plan that allows you to index only 500 MB/day.

Observable is designed for developers and data teams aiming to create and deploy interactive data visualizations and applications. It combines open-source flexibility with deployment capabilities, allowing users to efficiently prototype, build, and share data products. Observable stands out for its unique feature of embedded analytics, which lets you integrate interactive data visualizations right into your applications. This is especially important for big data analytics because it means you can share insights and data stories in a way that’s easy for others to understand and interact with.

Observable offers a free plan as well as paid plans with access to free trials and demos.

GoodData is a big data analytics platform that provides users the tools, runtimes, and storage for data ingestion, preparation, transformation, and analytic queries. They boast 50+ connectors for data ingestion/synchronization and offer an Agile data warehousing system on higher tier plans. Their per-workspace pricing model lets unlimited users access sets of data models, metrics, calculations, and dashboards according to a flexible permissions system.

GoodData costs from $20/workspace/month and offers a free demo. They also have a free plan that includes 5 workspaces and up to 100 MB/workspace.

Azure Data Lake Analytics is an on-demand analytics job service that prices per-job, ensuring that you only pay for the processing as you use it. This tool can process petabytes of data for business intelligence (BI) as well as sentiment analysis. You’re left with high-impact visualizations of your relational source data, such as Azure SQL Database and Azure Synapse Analytics.

Azure Data Lake Analytics costs from $1 per 1,000 runs or $0.25/DIU-hour and scales according to your use case.

DNIF HyperCloud is a cloud-native threat detection platform with SIEM, UEBA, and SOAR capabilities and unlimited scalability. This low-infrastructure tool can rapidly analyze vast quantities of unstructured log data and spot patterns to identify complex threats. DNIF allows you to build and customize dynamic dashboards and comes with ready-to-go widgets for threat detection, authentication, cloud monitoring and compliance.DNIF seamlessly integrates with a wide range of operating systems, applications, and security devices. DNIF pricing starts at $10,586 per month on an annual commitment.Pros:Easy to deploy and troubleshoot,Quick log search returns,Highly scalable,Easy to customize,Free trial, Cons:Could offer more flexible security use cases

With SAS Visual Analytics, users are able to easily import data from databases, Hadoop, Excel spreadsheets, and social media. They offer a huge variety of interactive visualizations, including bar and pie charts, heat maps, animated bubble charts, vector maps, numeric series, tree maps, network diagrams, correlation matrix, forecasting, decision trees, and more. Plus they have ease-of-use options like one-click filtering and automated content linking.

SAS Visual Analytics costs from $8000/year and offers a free 14-day trial.