Total Products under this Category: 75
Last updated: July 07, 2026
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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.
Product Description
Feldera is the world's first incremental compute engine that can "incrementally" run arbitrarily complex SQL at scale. It can update deeply nested SQL views views at millions of changes per second eve
Product Description
Guavus Reflex Platform provides an operational intelligence platform integrated with a suite of next-generation analytics applications for planning, operations and marketing.
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MediaMelon is a QoE & QoS analytics software solution that provides actionable insights into video playback, advertising performance, and error analytics for OTTs, Telecos, Broadcasters, and Media
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relayr Analytics is tailored for industrial use cases. It uses AI to deliver actionable insights where traditional anomaly detection software falls short. It also enables predictive maintenance.
Product Description
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 streamin
Product Description
SMART Lite transport stream analysis, monitoring and multiviewer
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StreamAnalytix is an enterprise grade, visual, big data analytics platform for unified streaming and batch data processing based on best-of-breed open source technologies. It supports the end-to-end f
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Streaming analytics capability is one of the modular part of Analytical Data Platform which provisions AWS EMR, AWS Kinesis, Apache Airflow if it was already provisioned by Batch Analytics - it will r
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Exponential mobile growth presents major challenges for mobile operators. With our Multi-access Edge Computing (MEC) solutions that offer real-time insight and control of mobile data, operators will a
Product Description
WarpStream, the Apache Kafka®-compatible data streaming platform built directly on top of object storage, is now a part of Confluent. We’re joining forces to advance next-gen BYOC data streaming. New