Total Products under this Category: 76
Last updated: September 11, 2026
Why You Can Trust G2's Software Rankings:
G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.
Highlighted products: Aiven for Apache Kafka, Redpanda Streaming, Amazon Managed Streaming for Apache Kafka (Amazon MSK), Confluent, Amazon Kinesis Data Streams, Google Cloud Dataflow, IBM Event Streams, and Apache Kafka.
Underlying data: [Grid® JSON](https://www.g2.com/categories/event-stream-processing/grids.json?focus%5B%5D=aiven-for-apache-kafka&focus%5B%5D=redpanda-streaming&focus%5B%5D=amazon-managed-streaming-for-apache-kafka-amazon-msk&focus%5B%5D=confluent&focus%5B%5D=aws-amazon-kinesis-data-streams&focus%5B%5D=google-cloud-dataflow&focus%5B%5D=ibm-event-streams&focus%5B%5D=apache-kafka)
Meroxa is a Stream Processing Application Platform as a Service (DAPaaS). We allow software developers to build, test, and deploy data streaming applications in their preferred programming language.
Real-time actions on data. A building block for low-code real-time applications with event streaming and request-response capabilities. Nussknacker is a low-code visual tool for domain experts to define and run real-time decisioning algorithms instead of implementing them in the code. It serves where real-time actions on data have to be made: real-time marketing, fraud detection, Internet of Things, Customer 360, and Machine Learning inferring. An essential part of Nussknacker is a visual design tool for decision algorithms. It allows not-so-technical users – analysts or business people – to define decision logic in an imperative, easy-to-follow, and understandable way. Once authored, with a click of a button, scenarios are deployed for execution. And can be changed and redeployed anytime there’s a need. Nussknacker supports two processing modes: streaming and request-response. In streaming mode, it uses Kafka as its primary interface. It supports both stateful and stateless processing.
Enable real time decisions with Precisely Connect. Seamlessly integrate data from legacy systems into modern cloud and data platforms for faster, more confident action.
Average Rating: 4.5/5.0
Total Reviews: 1
"Easy to Learn, Quick to Build"
Rating: 4.5/5.0 stars
— Verified User in Banking
The fastest way to build with streaming data. We give developers and data scientists the freedom to build real time data-driven products.
DataOps Platform for Streaming Data Integration & Real-Time Advanced Analytics
RisingWave is an open-source distributed SQL streaming database designed for the cloud.It is designed to reduce the complexity and cost of building real-time applications. RisingWave consumes streaming data, performs incremental computations when new data comes in, and updates results dynamically. As a database system, RisingWave maintains results in its own storage so that users can access data efficiently. For more details about RisingWave, see https://risingwave.com/.
StreamNative Cloud delivers a turn-key Pulsar-as-a-Service solution with enterprise-grade security and SLA. Built on top of Apache Pulsar, StreamNative provides a high-performance, low-latency platform capable of processing, analyzing, and acting on billions of events per second. StreamNative Cloud supplies a versatile set of flexible tools for engineering teams of all sizes to run and manage Pulsar at scale. With protocol handlers supporting Kafka, RabbitMQ, and MQTT, StreamNative Cloud is an excellent choice for those looking to streamline their event-driven applications while having access to the full capabilities of Apache Pulsar, including Pulsar Functions, Pulsar I/O, and Tiered Storage. Highlights include: Scalability without Downtime - StreamNative manages Pulsar clusters without requiring manual partition rebalancing or long maintenance periods. Built-in Enterprise-Grade Security - Manage Pulsar clusters with governance and full audit control while maintaining global compliance standards. Backed by the original creators of Apache Pulsar - Unparalleled expertise with enterprise-grade support from StreamNative, founded in 2019 by the original creators of Apache Pulsar. To learn more about StreamNative Cloud, please visit our website at https://streamnative.io/product
Power your operations and decision-making with real-time data. Striim is the only supplier of unified, real-time data streaming and integration for analytics and operations in the Digital Economy. Striim Platform and Striim Cloud make it easy to continuously ingest, process, and deliver high volumes of real-time data from diverse sources (both on-premises or in the cloud) to support multi- and hybrid cloud infrastructure. Striim collects data in real-time from enterprise databases (using non-intrusive change data capture), log files, messaging systems, and sensors and delivers it to virtually any target on-premises or in the cloud with sub-second latency, enabling real-time operations and analytics. Available as a fully managed service on AWS, Google Cloud, and Microsoft Azure.
Average Rating: 5.0/5.0
Total Reviews: 1
"Striim to move data to cloud"
Rating: 5.0/5.0 stars
— Verified User in Environmental Services
Timeplus is a streaming-first data analytics platform. It provides powerful end-to-end capabilities, leveraging the open source streaming database Proton, to help teams process streaming and historical data quickly and intuitively, accessible for organizations of all sizes and industries. It enables data engineers and platform engineers to unlock streaming data value using SQL. The Timeplus console allows for easy connection to diverse data sources (such as Apache Kafka, Confluent Cloud, Redpanda, CSV file upload, and more), explore streaming patterns via SQL queries, send real-time insights and alerts to other systems or individuals, and create dashboards and visualizations.
Trask provides know-how and pre-built open-source accelerators for your Apache Kafka and Flink platforms with enterprise-grade features – compliance with PCI DSS, Native proxying, and Multiprotocol bridge.
High Performance, Secure Kafka Streaming uLinga for Kafka provides a range of options to securely stream your valuable data to Kafka.
Upstash-kafka is an HTTP/REST based Kafka client built on top of Upstash Kafka REST API. It is the only connectionless (HTTP based) Kafka client and designed to work with: Serverless functions (AWS Lambda ...) Cloudflare Workers (see the example) Fastly Compute@Edge Next.js Edge, Remix, Nuxt ... Client side web/mobile applications WebAssembly and other environments where HTTP is preferred over TCP.
