Spotlight

Report:

Magic Quadrant for Data Science and Machine Learning Platforms

Top Products Added to Evaluation in 2025

Vendors or products added in this year’s report may indicate a change in the market, change in evaluation criteria, or change of focus by the vendor.


Top Products Removed from Evaluation in 2025

Vendors or products dropped from one year to the next may indicate a change in the market, change in evaluation criteria, or change of focus by the vendor.

Notable Context

Gartner reviews and adjusts inclusion criteria for Magic Quadrants as markets change. As a result of these adjustments, the mix of vendors in any Magic Quadrant may change over time. A vendor's appearance in a Magic Quadrant one year and not the next does not necessarily indicate that Gartner has changed its opinion of that vendor.


FAQs

Q: Why do vendors appear one year and not the next?

A: A vendor's appearance in a Magic Quadrant one year and not the next does not necessarily indicate a change in Gartner's opinion of that vendor. It may be a reflection of a change in the market and, therefore, changed evaluation criteria, or of a change of focus by that vendor.


Q: How do I interpret a Gartner Magic Quadrant?

A: https://www.gartner.com/en/research/methodologies/magic-quadrants-research

Reference

View Leaders
View Market Definition