G2 Vendor Directory

Spark Streaming vs. Fabrix.ai

A side-by-side comparison based on G2 review data.

MetricSpark Streaming

by The Apache Software Foundation

Fabrix.ai

by Fabrix.ai

Overall rating4.24.8
Review count4010
Ease of use8.49.8
Ease of setup7.99.8
Quality of support8.810.0
Meets requirements9.19.8
NPS39.47368490
Small Business30.8%30.0%
Mid-Market43.6%50.0%
Enterprise25.6%20.0%
Total page views74252
Total LLM citations6612

Spark Streaming

Spark Streaming brings Apache Spark's language-integrated API to stream processing, letting you write streaming jobs the same way you write batch jobs. It supports Java, Scala and Python. Spark Streaming recovers both lost work and operator state (e.g. sliding windows) out of the box, without any extra code on your part.

Pros

    Fabrix.ai

    Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements.

    Pros