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Machine Learning Software with API (2026)

Last updated: March 2026

Machine Learning Software Key Features

    Based on 227 user opinions, we identified 6 features that are important for any product in Machine Learning Software

  • Predictive Analytics

    Predict future data based on historical data sets

    Average user rating

    4.4

  • Predictive Modeling

    Analyzing historical and current data and generating a model to help predict future outcomes.

    Average user rating

    4.4

  • Data Import/Export

    Import and export data to and from software applications

    Average user rating

    4.3

  • API

    Application programming interface that allows for integration with other systems/databases

    Average user rating

    4.6

  • Model Training

    Process of testing an ML algorithm by feeding it training data to learn from

    Average user rating

    4.7

  • Third-Party Integrations

    Set up connections to third-party platforms to improve business processes

    Average user rating

    4.5
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152 software options

Google Cloud logo
Category Leaders

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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MySQL logo

One database service for transactions, analytics, and ML

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MySQL is a relational database management system (RDBMS) designed to help businesses record, update, and manage data and deploy cloud-native applications. Features include data masking and de-identification, multi-document transaction support, intrusion detection, alerts & configuration management.

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UiPath logo
Category Leaders

(RPA) AI-powered hyperautomation Robotic Process Automation

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UiPath Robotic Process Automation is a cloud-based solution which helps businesses & government organizations design & manage attended & unattended automation tasks to streamlining front-office activities. UiPath RPA lets users store multiple licenses in a unified database for future reference.

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Cloudflare logo

Performance & Security for Any Website

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Cloudflare protects and accelerates million of website online using a single change to your DNS by offering CDN functionality and advanced security.

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vSphere logo
Category Leaders

Server virtualization software for managing applications

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vSphere is a server virtualization software designed to help businesses manage applications and modernize workflows using virtual machines, Kubernetes, and containers. Enterprises can protect their hybrid cloud infrastructure against malware, ransomware, and other threats using built-in security capabilities.

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ArcGIS logo

Mapping & analytics system for visualizing data by location

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ArcGIS by Esri is an integrated suite of geographic information system (GIS) software, providing a compliant platform for spatial analysis, data management, and mapping, with ArcGIS Online offering a web-based solution accessible anywhere, anytime for the creation & sharing of 3D map visualizations

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OriginPro logo

Cloud-based data analysis and graphing software

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OriginPro is a cloud-based data analysis and graphing software that provides a complete set of data exploration, peak fitting, and surface fitting analysis tools for businesses across multiple sectors, including academic institutions, government organizations, and non-profits.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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Docebo logo

AI learning platform with skills intelligence

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Docebo Learning Platform is a cloud-based LMS enabling organizations to create, deliver, and manage training for employees, customers, and partners. It offers AI-powered content tools, skills intelligence, automated management, and a marketplace with 30,000+ courses. Features include gamification, social learning, virtual coaching, analytics, and enterprise integrations, supporting use cases like onboarding, compliance training, and customer education.

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Mixpanel logo

Powerful, self-serve product analytics.

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Mixpanel helps companies build better products through data. With our powerful, self-serve product analytics solution, teams can easily analyze how and why people engage, convert, and retain to improve their user experience.

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Reputation logo

Reputation management solution for multi-location businesses

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Reputation is a reputation management solution, that helps multi-location businesses monitor and improve online ratings, reviews, customer experience, traffic, and more. Its centralized dashboard lets companies collect data and provides a 360-degree view of online and offline reputation.

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TensorFlow logo

Open-source platform for creating ML-enabled applications

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TensorFlow is an open-source platform, which helps developers, businesses, and researchers build, launch, and manage machine learning (ML)-enabled applications. The solution offers a collection of customizable workflows to assist organizations with developing and training models.

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ServiceNow Customer Service Management logo

Automate requests and deliver effortless experiences

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ServiceNow Customer Service Management (CSM) is a comprehensive product designed simplify and improve the customer service experience. With CSM, companies can streamline their processes, automate their workflows, and provide self-service options for customers to engage on their channel of choice.

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Teramind logo

Employee Monitoring, Insider Threat & Data Loss Prevention

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Teramind is an employee monitoring, insider threats detection and data loss prevention solution. Track all activity and productivity of employees, privileged users, remote workers to prevent IP and data leaks.

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Admin By Request logo
Category Leaders

Local admin rights, managed.

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Endpoint privilege management with just-in-time admin elevation, full auditing, and secure remote access for Windows, macOS, and Linux. Anti-malware file scanning, SSO and MFA enforcement, ML and AI automation, temporary local admin accounts, and a full inventory and detailed auditlog.

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Kount logo

eCommerce fraud detection & prevention

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Kount's online platform provides a simple and comprehensive tool to reduce fraud and manual reviews for online and CNP merchants

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Dext logo

Powerful bookkeeping software for small businesses.

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Dext is an AI-powered bookkeeping platform that automates data capture from receipts, invoices, and e-commerce platforms like Amazon, Shopify, and Stripe. It streamlines pre-accounting, improves accuracy, and integrates with tools such as Xero, QuickBooks, and Sage.

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Anaconda logo
Category Leaders

Open-source data science platform

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Anaconda is an open-source data science platform designed for enterprises, academic institutions, government agencies, and individuals. It provides the tools to help data scientists and engineers develop applications and production-scale, performant machine learning applications with Python.

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Cheat Layer logo

Cloud-based business automation solution

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Cheat Layer builds automation for you from end-to-end in simple, natural, language using a custom trained GPT-4 model. It builds and schedules automation for you just like a conversation with an engineer.

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Workday Financial Management logo

A fresh approach to financial management.

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Workday Financial Management is a web-based accounting and planning software that helps with strategic financial decisions and predictable customer outcomes. It manages the sales and revenue portfolio and allows a completely transparent sales management experience both in the office and on the road.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Heap logo

All-in-one solution for creating great digital experiences.

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Heap is the only solution that shows you every action by every user on your product or site, then provides direction on the improvements that will most impact your business. With One-Click Session Replay & Autocapture, teams can quickly improve conversion, retention, and customer delight.

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Clickworker logo

AI training data collection and categorization specialists

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clickworker has a full managed service to customize the collection, categorization and evaluation, tagging and annotation, of your AI training data. Some of the more popular services include datasets and text creation, data categorization, sentiment and text analysis, search relevance, and surveys.

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Y Meadows logo

Automate support requests that are slowing your team down!

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Y Meadows helps enterprises serve their customers and employees faster and more effectively than ever before using AI and custom NLP models to automate tasks that slow them down. For example, Y Meadows AI solution can automatically route, enrich, and resolve messages with zero human intervention!

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