--- title: "Best Free Machine Learning Software Solutions 2026 | Capterra" description: "Find and compare the 2026 best free Machine Learning software solutions, using our interactive tool to quickly narrow your choices based on businesses like yours." source_url: "https://www.capterra.com/machine-learning-software/s/free/" page_type: "subcategory" language: "en" --- # Best Machine Learning Software for free [4.6 (37)](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/reviews/) BigQuery is the autonomous data to AI platform, automating the entire data life cycle, from ingestion to AI-driven insights. [Learn more about BigQuery](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management [## Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2335)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Cloud-based service that allows users to create anything from swebsites to complex applications for businesses of all sizes. [Learn more about Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 82% recommend this product [## MySQL](https://www.capterra.com/p/11482/MySQL/) [4.6 (2099)](https://www.capterra.com/p/11482/MySQL/reviews/) Meet the database challenges of next gen web, cloud, & communications services with uncompromising scalability, uptime and scalability [Learn more about MySQL](https://www.capterra.com/p/11482/MySQL/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 86% recommend this product Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. [## UiPath](https://www.capterra.com/p/135186/UiPath-Robotic-Process-Automation/) [4.6 (723)](https://www.capterra.com/p/135186/UiPath-Robotic-Process-Automation/reviews/) UiPath caters to companies from all industries wanting to easily automate their web, SAP and Citrix-based business processes. [Learn more about UiPath](https://www.capterra.com/p/135186/UiPath-Robotic-Process-Automation/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 92% recommend this product [## Cloudflare](https://www.capterra.com/p/155191/Cloudflare/) [4.7 (528)](https://www.capterra.com/p/155191/Cloudflare/reviews/) Cloudflare is a web performance and security company on a mission to build a better Internet. [Learn more about Cloudflare](https://www.capterra.com/p/155191/Cloudflare/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 88% recommend this product [## ArcGIS](https://www.capterra.com/p/93333/ArcGIS/) [4.6 (507)](https://www.capterra.com/p/93333/ArcGIS/reviews/) Web, on-prem and mobile solutions to help businesses with mapping, data management, predictive modeling, geocoding and more. [Learn more about ArcGIS](https://www.capterra.com/p/93333/ArcGIS/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management [## XLSTAT](https://www.capterra.com/p/119448/XLSTAT/) [4.7 (398)](https://www.capterra.com/p/119448/XLSTAT/reviews/) The leading data analysis and statistical solution for Microsoft EXCEL®. Analyze, customize and share your results. [Learn more about XLSTAT](https://www.capterra.com/p/119448/XLSTAT/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 84% recommend this product [## HeyGen](https://www.capterra.com/p/10015133/HeyGen/) [4.7 (319)](https://www.capterra.com/p/10015133/HeyGen/reviews/) Cloud-based AI video creation tool that generates videos from text using AI avatars, voice synthesis, translation, and lip-sync. [Learn more about HeyGen](https://www.capterra.com/p/10015133/HeyGen/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 94% recommend this product [## Mixpanel](https://www.capterra.com/p/158740/Mixpanel/) [4.5 (146)](https://www.capterra.com/p/158740/Mixpanel/reviews/) Mixpanel is the decision analytics platform that helps teams move fast, align confidently, and act on what matters most. [Learn more about Mixpanel](https://www.capterra.com/p/158740/Mixpanel/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management [## Discovered](https://www.capterra.com/p/139913/Discovered/) [4.6 (126)](https://www.capterra.com/p/139913/Discovered/reviews/) Your Hardest Hiring Challenges SOLVED! The easiest tool to start hiring better quality people today. Never make a bad hire again.  [Learn more about Discovered](https://www.capterra.com/p/139913/Discovered/) Machine Learning features reviewers most value API Collaboration Tools Data Import/Export Data Visualization Model Training Natural Language Processing Predictive Analytics Predictive Modeling Workflow Management 84% recommend this product ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Filter (93) Products: Sort By: Featured Partners * * * 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 Related Software Category: [Artificial Intelligence Software](https://www.capterra.com/artificial-intelligence-software/)[Big Data Software](https://www.capterra.com/big-data-software/)[Deep Learning Software](https://www.capterra.com/deep-learning-software/)[Robotic Process Automation Software](https://www.capterra.com/robotic-process-automation-software/) I'm looking for Machine Learning Software that is: [For Small Businesses](https://www.capterra.com/machine-learning-software/s/small-businesses/)