G2 Vendor Directory

MLlib vs. BMC AMI DevX

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

MetricMLlib

by The Apache Software Foundation

BMC AMI DevX

by BMC Software

Overall rating4.14.2
Review count1499
Ease of use9.08.6
Ease of setup8.98.5
Quality of support7.78.7
Meets requirements8.78.8
NPS35.71428643.956044
Small Business21.4%25.8%
Mid-Market50.0%28.9%
Enterprise28.6%45.4%
Total page views22564
Total LLM citations6153

MLlib

MLlib is Spark's machine learning (ML) library that make practical machine learning scalable and easy it provides ML Algorithms: common learning algorithms such as classification, regression, clustering, and collaborative filtering, feature extraction, transformation, dimensionality reduction, and selection, tools for constructing, evaluating, and tuning ML Pipelines, saving and load algorithms, models, and Pipelines and linear algebra, statistics, data handling, etc.

Pros

    BMC AMI DevX

    BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce. Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform.

    Pros

    • Ease of Use
    • Machine Learning
    • Bug Detection
    • Time-saving
    • Analytics
    • Customer Support