Gartner Research

Gartner Magic Quadrant for Data Science and Machine Learning Platforms


This report assesses 20 vendors of platforms that data scientists and others can use to source data, build models and operationalize machine learning. It will help them make the right choice from a crowded field in a maturing DSML platform market that continues to show rapid product development.

Published: 01 March 2021

ID: G00467320

Analyst(s): Peter Krensky , Carlie Idoine , Erick Brethenoux , Pieter den Hamer , Farhan Choudhary , Afraz Jaffri , Shubhangi Vashisth

Table Of Contents

Market Definition/Description

Magic Quadrant

  • Vendor Strengths and Cautions
    • Alibaba Cloud
    • Altair
    • Alteryx
    • Amazon Web Services
    • Anaconda
    • Cloudera
    • Databricks
    • Dataiku
    • DataRobot
    • Domino
    • Google
    • IBM
    • KNIME
    • MathWorks
    • Microsoft
    • RapidMiner
    • Samsung SDS
    • SAS
    • TIBCO Software

Inclusion and Exclusion Criteria

Evaluation Criteria


Market Overview

Gartner Recommended Reading

Note 1: Definitions of Open-Source Platform and XOps

Evaluation Criteria Definitions

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