Stream Analytics Software List (April 2025)

Learn about Azure Event Hubs, a managed service that can ingest and process massive data streams from websites, apps, or devices.

Discover Azure Stream Analytics, the easy-to-use, real-time analytics service that is designed for mission-critical workloads. End-to-end analytics pipeline that is production-ready in minutes with familiar SQL syntax and extensible with JavaScript and C# custom code. Rapid scalability with the elastic capacity to build robust streaming data pipelines and analyze millions of events at subsecond latencies. Enterprise-grade reliability with built-in recovery and built-in machine learning capabilities for advanced scenarios.

Ingest, process, and analyze event streams in real time. Google Cloud's streaming analytics solutions make data more organized, useful, and accessible from the instant it’s generated. Ingest, process, and analyze real-time event streams and take business impacting action on high-value, perishable insights. Ingest and analyze hundreds of millions of events per second from applications or devices virtually anywhere on the globe with Pub/Sub. Or directly stream millions of events per second into your data warehouse for SQL-based analysis with BigQuery's streaming API.

Make sense of data, turning fast-moving volumes and varieties into insight with IBM Streams. Streams evaluates a broad range of streaming data unstructured text, video, audio, geospatial and sensor helping organizations spot opportunities and risks as they happen.

Pub/Sub is a flexible, reliable, real-time messaging service for independent applications to publish and subscribe to asynchronous events.

TIBCO Streaming software is enterprise-grade, cloud-ready streaming analytics for quickly building real-time applications at a fraction of the cost and risk of alternatives.

Digital businesses must design applications that allow the business to be proactive not reactive. This requires the ability to process huge amounts of data that TIBCO Cloud Events can do.

Teradata IntelliSphere is a comprehensive software portfolio that empowers users to ingest, access, manage, and deploy within one subscription. Discover more.

Maximize the power of your data. Talend Data Fabric integrates, cleans, governs, and delivers the right data to the right users.

WSO2 Stream Processor is an open source, cloud native and lightweight stream processing platform. It understands streaming queries in order to capture, analyze, process and act on events in real time.

Panopticon provides more than 50 high-density information visualizations designed to foster intuitive comprehension of complex, fast-changing data. Identify correlations, clusters, trends, exceptions, and anomalies in seconds. Panopticon is built from the ground up to handle high velocity and high volume data sources. Panopticon’s stream processing engine is built on Apache Kafka and Kafka Streams and supports real-time data prep, aggregation, calculations, and alerting.

Feed ranking, aggregation, reactions, URL enrichment, follows/unfollows and real-time updates give users everything they expect from a sophisticated activity feed experience. Teams trust the Stream technology to scale world-wide, regardless of load without going down and impacting their app performace or usability. The Stream service is trusted by hundreds of teams and more than a billion end-users to reliably scale, regardless of demand.

Conviva's Experience Intelligence optimizes viewer engagement and satisfaction in real-time, measuring quality of experience (QoE) & engagement for streamers.

StreamSets DataOps Platform delivers continuous data and handles data drift using a modern approach to data engineering and data integration.

GridGain powers the digital enterprise with an in-memory computing platform built on Apache Ignite that provides in-memory speed and massive scalability for data-intensive applications. It requires no rip-and-replace of existing databases and can be deployed on-premises, on a public or private cloud, or on a hybrid environment.

Guavus SQLstream works with a broad array of already-implemented technologies to increase performance and provide continuous real-time support. s-Studio is a stream inspection, application development, and administration console for the s-Server platform. s-Studio enables dynamic updates to live applications, adding new queries as needed or changing existing queries or views. s-Dashboard enables developers to deploy real-time dashboards for streaming analytics on any device or channel, and is pre-configured with a standard set of panels, widgets, and dashboards.

Sentiance is an AI-driven data science and behaviour change management platform for companies, enabling them to generate personalised engagement products and services through intelligent contextual recommenders. It aims to create a new human-centric economy where the users are in full control of their data. The platform helps companies to understand and get deep customer insights in a real-time context. It predicts users’ behaviour and offers them more effective engagement before they even ask for it. The platform can also be used to create behaviour changes in people by using the right techniques in order to improve their life. With Sentiance brands can generate meaningful mobile-first experiences to keep the customers engaged. Its mobility intelligence records trip scores or mileage to get clear information about why and how people are travelling. With crash detection functionality, Sentiance helps to save lives and receive insurance claims. Companies can also know their customers’ lifestyle and encourage them to opt for healthier habits and create a positive impact.

Eventador ESP paves the way for using distributed log technologies as your enterprise data bus. It delivers a secure, unified platform for managing critical streaming data processors. Eventador's ESP provides the fully managed Apache Kafka, Apache Flink, connectors, endpoints, observability, and features.

Cloudlytics is a Smart Solution for Next-Gen Enterprises to Secure, Manage & Optimize public Cloud. Get an all-inclusive compliance assurance solution to maintain an unwavering security posture. Cloudlytics facilitates identifying, prioritizing, and remediating compliance risks through insights that drive actions. Cloudlytics is a simple tool for governing compliance in your cloud platform. It simplifies inherent complexities to ensure compliance of business operations with standards. With Cloudlytics steering the wheel, track your inventory of assets along with risks and possible optimizations.