G2 Vendor Directory

Google Cloud Managed Service for Apache Spark vs. BMC AMI Data

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

MetricGoogle Cloud Managed Service for Apache Spark

by Google

BMC AMI Data

by BMC Software

Overall rating4.34.4
Review count1875
Ease of use9.08.8
Ease of setup7.18.9
Quality of support9.09.0
Meets requirements8.89.0
NPS68.7563.513514
Small Business27.8%32.4%
Mid-Market38.9%20.3%
Enterprise33.3%47.3%
Total page views126383
Total LLM citations544172

Google Cloud Managed Service for Apache Spark

Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters in a simpler, more cost-efficient way. Operations that used to take hours or days take seconds or minutes instead, and you pay only for the resources you use (with per-second billing). Cloud Dataproc also easily integrates with other Google Cloud Platform (GCP) services, giving you a powerful and complete platform for data processing, analytics and machine learning.

Pros

    BMC AMI Data

    BMC AMI Data is an intelligent data management and optimization solution for IBM Z environments. It helps enterprises manage, protect, and optimize mission-critical mainframe data while reducing operational complexity, cost, and risk. BMC AMI Data leverages automation, advanced analytics, and predictive insights to streamline data maintenance, improve performance, and ensure the availability of critical workloads across Db2, IMS, VSAM, and related systems. The solution enables data teams to move from reactive management to proactive, insights-driven operations.

    Pros

    • Automation
    • Features
    • Scalability
    • Platform Compatibility
    • Ease of Use
    • Analytics