# Best Machine Learning Software 2026 | Capterra

> Find the top Machine Learning software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs.

Source: https://www.capterra.com/machine-learning-software/s/windows

---

# Best Machine Learning Software

For more information consult our [Machine Learning Buyers Guide](#buyers-guide-content)

Page 1 of 11

Filter (273) Products:

Sort By:

Sponsored

* * *

Plan Type

Free Trial

Popular

85% of professionals opt for a 30-day trial before the software purchase

Other subsciption plans:

Free Version

Monthly Subscription

Annual Subscription

One-Time License

Key Features

All key features

Popular

We have selected the most important and critical features as defined by Capterra user reviews

Activity Dashboard

AI Copilot

API

Collaboration Tools

Data Import/Export

Data Visualization

Deep Learning

Generative AI

ML Algorithm Library

Model Training

Natural Language Processing

Predictive Analytics

Predictive Modeling

Workflow Management

Deployment

Cloud, SaaS, Web-Based

Desktop Mac

Desktop Windows

Desktop Linux

On-Premise Windows

On-Premise Linux

Desktop Chromebook

Mobile Android

Mobile iPhone

Mobile iPad

I'm looking for Machine Learning Software that is:

[Free](https://www.capterra.com/machine-learning-software/s/free/)