Best Machine Learning Software for 2026 - Krowdbase
Machine Learning helps organizations meet compliance obligations with confidence while aligning stakeholders around clear responsibilities and outcomes. Instead of stitching together point tools, a dedicated machine learning platform centralizes workflows, data, and communication so decisions move faster and errors drop. Teams across startup founders and operations leads see immediate gains from consistent processes, governed access, and reliable records of who did what and when. Krowdbase lists the best Machine Learning Software with pricing, features, screenshots, and demos. Compare vendors easily to find the right fit for your team size, industry, and budget.
During evaluation, focus on configurability, admin effort, reporting depth, and how well it integrates with open APIs and webhooks for extensibility. Selecting the right machine learning solution today sets a durable foundation for scale, resilience, and measurable ROI over time. Clear pricing and transparent roadmaps help teams adopt confidently.
206 Softwares | Rankings updated: Feb 27, 2026
Top 5 Machine Learning Software
Explore top Machine Learning Softwares with features, pricing, screenshots, and videos

Keras
Keras is an open-source deep learning framework written in Python that provides a high-level neural network API to enable fast experimentation and easy transition from research prototype to production. The user-friendly API of Keras makes it simple t...load more

H2O Driverless AI
H2O.ai offers an award-winning automatic machine learning platform in Driverless AI and has been recognized as an industry leader in the Forrester New WaveTM: Automation-Focused Machine Learning Solutions, Q2 2019. H2O, open source, is already being ...load more

WEKA
WEKA is a data platform software that provides a revolutionary architecture for managing all data types. The software aims to accelerate large-scale data pipelines with reduced epoch times, fast inferencing, and high images per second benchmarks. WEK...load more

KNIME Analytics Platform
KNIME offers a complete platform for end-to-end data science, from creating analytical models, to deploying them and sharing insights within the organization, through to data apps and services. The ... Read more

IBM Watson Studio
Data management software designed for developers, data scientists, and analysts. It helps with managing, building, and running AI models. Features of the platform include AI lifecycle automation, decision optimization, visual model development, expla...load more

Caffe
Open source deep learning framework that provides GPU and CPU support. Perfect for academic research and industrial applications.

Google Cloud
Google Cloud Platform is cloud-based suite of solutions that allows users to create anything from websites to complex applications for businesses of all sizes across a range of industries. Google Cloud Platform offers a scalable data warehouse powere...load more

MySQL
MySQL is fast, reliable, scalable, and easy to use. It was originally developed to handle large databases quickly and has been used in highly demanding production environment. MySQL Products: MySQL HeatWave, our fully managed database service, for OL...load more

UiPath
UiPath RPA is a high-level platform dedicated to providing seamless automation of data entry on any web form & desktop application. It supports Excel and provides SAP and Citrix integration. Start easy and fast with the built-in recorder that reads a...load more

ArcGIS
Integrated collection of GIS software products; ArcGIS offers unique capabilities and flexible licensing for applying location-based analytics to your business practices. Gain greater insights using contextual tools to visualize and analyze your data...load more

Cloudflare
Cloudflare is the leading web performance and security company helping to build a better Internet. Today the company runs one of the worlds largest networks (of more than 100 data centers) that powers more than 10 trillion requests per month. This is...load more

vSphere
Cloud-based virtualization platform which helps enterprises with data consolidation, infrastructure security and remote support. VMware streamlines the journey for organizations to become digital businesses that deliver better experiences to their cu...load more

XLSTAT
The leading data analysis and statistical solution for Microsoft EXCEL. Analyze, customize and share your results.

Minitab
Data is everywhere, but are you truly taking advantage of yours Minitab Statistical Software can look at current and past data to discover trends, Regardless of statistical background, Minitab empowers all parts of an organization to predict better o...load more

HeyGen
HeyGen allows users to create videos without having to use a camera or crew. Users can simply choose an avatar and voice that's right for them, type their text, and hit the record button. The solution's machine learning technology will automatically ...load more

Splunk Enterprise
Splunk is the key to enterprise resilience. Trusted by the world leading organizations to keep their digital systems secure and reliable, Splunk can prevent major issues, absorb shocks, and accelerate transformation. With visibility into all your dig...load more

Docebo
Docebo is a learning management system used primarily by midsize and enterprise teams to manage training and content delivery. It stands out for its customizable learner portal and progress tracking tools, though reviewers note friction with course a...load more

OriginPro
Origin is a user-friendly and easy-to-learn software application that provides data analysis and publication-quality graphing capabilities tailored to the needs of scientists and engineers. OriginPro offers extended analysis tools for Peak Fitting, S...load more

Reputation
Reputation helps businesses manage customer feedback across locations. Marketing teams in real estate and healthcare benefit from using the tool daily to get real-time review monitoring and sentiment analysis. Top-rated features include response mana...load more

Wolfram Mathematica
Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more.

AdCreative.ai
AdCreative.ai is the ultimate AI-powered ad creation platform designed to supercharge your marketing. Instantly generate high-performing static and video ads, tailored for Meta, Google, LinkedIn, and beyondwithout the need for design skills. Whether ...load more

Dext
Remove the hassle of collecting and processing invoices and expenses. With bookkeeping automation from Dext, you can free up time to grow your business. The Evolution of Dext: From receipt capture to e-commerce integrationsll in one place. - Capture...load more

ServiceNow Customer Service Management
ServiceNow Customer Service Management (CSM) serves enterprise-wide customers and streamlines operations to resolve issues quickly with automated workflows. With CSM, you can empower customers to self-serve or seek agent support on any channel. Commu...load more

Mixpanel
Mixpanel is a modern decision analytics platform that empowers teams to move with speed and confidence. Built for product, marketing, and data teams, Mixpanel delivers real-time insights into user behavior helping companies understand what s working,...load more

Kount
Powered by its Identity Trust Global Network , Kount, An Equifax Company, links billions of trust and fraud signals to protect every interaction from account creation and login to payments and disputes. Businesses use Kount to increase approval rates...load more