Best Data Science and Machine Learning Platforms - Page 83

How Many Data Science and Machine Learning Platforms Products Does G2 Track?

Total Products under this Category: 1,649

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Anyscale (+4.14%) - Among all products in this category, Anyscale recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Science and Machine Learning Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,400+ Authentic Reviews
  • 1,649+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Science and Machine Learning Platforms

G2 Grid® for Data Science and Machine Learning Platforms plotting products by satisfaction and market presence

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, Snowflake, IBM watsonx.data, MATLAB, and Dataiku.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.json?focus%5B%5D=databricks&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-automl&focus%5B%5D=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=matlab&focus%5B%5D=dataiku)

Protum

Protum is an advanced AI-driven platform designed to streamline and enhance business operations through intelligent automation and data analysis. By leveraging cutting-edge machine learning algorithms, Protum enables organizations to optimize workflows, improve decision-making processes, and drive innovation across various sectors. Key Features and Functionality: - Intelligent Automation: Automates repetitive tasks, reducing manual effort and increasing operational efficiency. - Data Analytics: Provides comprehensive data analysis tools to uncover insights and inform strategic decisions. - Customizable Solutions: Offers tailored AI models to meet the unique needs of different industries and business processes. - Scalability: Designed to grow with your business, ensuring consistent performance as demands increase. - User-Friendly Interface: Features an intuitive dashboard for easy navigation and management of AI tools. Primary Value and Solutions: Protum addresses the challenge of managing complex business processes by introducing intelligent automation and insightful data analysis. It empowers organizations to reduce operational costs, enhance productivity, and make data-driven decisions. By integrating Protum into their systems, businesses can stay competitive in a rapidly evolving market, fostering innovation and achieving sustainable growth.

Who Is the Company Behind Protum?

  • Seller: Protum
  • Year Founded: 2025
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Provectus

Provectus is an Artificial Intelligence (AI) consultancy and solutions provider dedicated to helping businesses achieve their objectives through AI integration. By offering tailored AI solutions, Provectus enables organizations to reimagine their operations and drive innovation. Key Features and Functionality: - Use Case Approach: Empowers businesses to implement AI-powered use cases, delivering quick and actionable results. - Platform Approach: Lays a comprehensive foundation to prepare businesses for AI transformation. - No License Fees: Provides solutions without restrictive proprietary IP agreements. - Cloud Deployment: Offers AI solutions deployable in the client's cloud environment, ensuring instant access for business users. - Open & Certified Architecture: Utilizes open and certified source code and architecture, eliminating black boxes and license fees. - Vendor Agnostic: Employs cloud-native solutions that minimize total cost of ownership without vendor lock-in. - Turnkey Solutions: Manages strategy, architecture, and implementation without white labeling or subcontracting. - AI Consulting & Customization: Includes solution integration, delivery, and training for technical teams to utilize and modify solutions effectively. Primary Value and Problem Solved: Provectus addresses the challenge of integrating AI into business operations by offering customized solutions that align with unique objectives and technical capabilities. By eliminating license fees, providing open architectures, and ensuring vendor-agnostic deployments, Provectus empowers organizations to adopt AI technologies seamlessly, driving innovation and achieving measurable business outcomes.

Who Is the Company Behind Provectus?

  • Seller: Provectus
  • Year Founded: 2010
  • HQ Location: Palo Alto, CA
  • LinkedIn® Page: www.linkedin.com
    570 employees on LinkedIn®

PROWLER.io

PROWLER.io is an AI company based in Cambridge, UK. We develop tools that help people make better business decisions.

Who Is the Company Behind PROWLER.io?

Prudentia Sciences

Prudentia Sciences offers advanced data analytics solutions designed to empower businesses with actionable insights. Their platform integrates cutting-edge machine learning algorithms and artificial intelligence to process complex datasets, enabling organizations to make informed decisions and optimize operations. By transforming raw data into meaningful patterns, Prudentia Sciences helps clients enhance efficiency, reduce costs, and drive innovation. Key Features and Functionality: - Advanced Data Analytics: Utilizes sophisticated algorithms to analyze large and complex datasets, uncovering hidden patterns and trends. - Machine Learning Integration: Employs machine learning models to predict outcomes and automate decision-making processes. - Customizable Dashboards: Provides interactive dashboards that can be tailored to specific business needs, offering real-time insights. - Scalable Solutions: Designed to handle data from various sources and scales, accommodating businesses of all sizes. - Data Security: Implements robust security measures to ensure the confidentiality and integrity of client data. Primary Value and Solutions: Prudentia Sciences addresses the challenge of data overload by offering tools that distill vast amounts of information into actionable insights. This empowers businesses to make data-driven decisions, improve operational efficiency, and gain a competitive edge in their respective industries.

Who Is the Company Behind Prudentia Sciences?

Purecontrol

Purecontrol is an advanced artificial intelligence (AI) solution designed to enhance the efficiency and sustainability of industrial operations. By integrating seamlessly with existing programmable logic controllers (PLCs), Purecontrol enables real-time, intelligent control of industrial processes without the need for additional hardware. This innovative approach allows industries to optimize performance, achieve significant energy savings, and reduce their carbon footprint. Key Features and Functionality: - Seamless Integration: Purecontrol interfaces directly with existing PLC systems, eliminating the need for extra sensors or sub-meters. It intelligently reconstructs missing data to ensure optimal management tailored to specific operational needs. - Rapid Implementation: Users can observe measurable improvements within just three months of data collection, as the system quickly adapts to enhance energy and environmental performance, stabilize quality, and ensure compliance with standards and regulations. - Real-Time Monitoring and Predictive Analytics: The solution offers a hypervision platform that provides real-time visibility into processes, enabling proactive anomaly detection and predictive management to anticipate and mitigate potential issues. Primary Value and Problem Solving: Purecontrol addresses the pressing challenges of rising energy costs and environmental sustainability in industrial operations. By leveraging AI-driven control, it empowers industries to: - Reduce Energy Consumption: Achieve up to a 30% reduction in energy usage through intelligent process management. - Lower Carbon Emissions: Decrease carbon footprints by up to 40%, contributing to environmental sustainability goals. - Enhance Operational Efficiency: Optimize processes to improve overall performance and ensure compliance with environmental regulations. By transforming traditional industrial automation into a dynamic, AI-driven system, Purecontrol enables industries to navigate the complexities of modern energy and environmental challenges effectively.

Who Is the Company Behind Purecontrol?

Purlin

Purlin is an innovative platform designed to revolutionize the real estate industry by leveraging artificial intelligence and machine learning. It offers personalized property recommendations tailored to individual preferences, streamlining the home-buying process for users. By analyzing vast datasets, Purlin provides insights into market trends, property valuations, and neighborhood dynamics, empowering users to make informed decisions. Key features include AI-driven property matching, real-time market analysis, and a user-friendly interface that simplifies property searches. Purlin addresses the challenges of information overload and inefficiency in traditional real estate searches, offering a more efficient and personalized experience for homebuyers.

Who Is the Company Behind Purlin?

  • Seller: Purlin
  • Year Founded: 2018
  • HQ Location: Silicon Beach, US
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Pyngyn

Pyngyn.ai is an AI-powered project management and workflow automation platform designed to help teams collaborate, organize tasks, automate workflows, and manage projects more efficiently. Built for modern teams, Pyngyn.ai combines intuitive project management with smart automation to reduce manual work, improve productivity, and streamline team communication.

Who Is the Company Behind Pyngyn?

  • Seller: Pyngyn
  • Year Founded: 2023
  • HQ Location: Gurugram, IN
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Q

Q is a cloud based data science and artificial intelligence platform, integrating 16 years of Quantium’s IP into one powerful platform.

Who Is the Company Behind Q?

  • Seller: Quantium
  • Year Founded: 2016
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    70 employees on LinkedIn®

Qlu

Who Is the Company Behind Qlu?

  • Seller: QLU.ai
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    77 employees on LinkedIn®

Qquest

Qquest is an AI-powered analytics platform designed to empower business professionals and data leaders by simplifying data querying and enhancing decision-making processes. By integrating generative AI, Qquest enables users to connect their data sources and obtain immediate answers to their queries, eliminating the need to switch between multiple tools. This seamless access to information fosters efficient, real-time data analysis, thereby boosting productivity and facilitating informed business decisions. Key Features and Functionality: - Query Assistant Chrome Extension: Allows business professionals to connect their data sources directly within the Chrome browser, enabling immediate responses to queries without leaving their workflow. - Admin Portal for Data Leaders: Provides a customizable platform where data leaders can train the AI assistant to better understand company-specific contexts, including customer profiles, products, and business needs, ensuring more accurate and relevant insights. - Generative AI Integration: Leverages advanced AI technologies to process and interpret complex data sets, delivering precise and actionable insights in real-time. Primary Value and Problem Solved: Qquest addresses the common challenge of navigating and extracting meaningful insights from vast and complex data landscapes. By offering an intuitive interface powered by generative AI, it democratizes data access, allowing users without technical expertise to perform sophisticated data analyses. This capability accelerates business growth by enabling teams to make data-driven decisions swiftly and confidently, without the traditional bottlenecks associated with data querying and interpretation.

Who Is the Company Behind Qquest?

QuadrantX

QuadrantX is an advanced data analytics platform designed to empower businesses with actionable insights through comprehensive data integration and analysis. By consolidating diverse data sources into a unified interface, QuadrantX enables organizations to make informed decisions, optimize operations, and drive growth. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, including databases, cloud services, and APIs, ensuring a holistic view of organizational data. - Advanced Analytics: Utilizes machine learning algorithms and statistical models to uncover patterns, trends, and correlations within datasets. - Customizable Dashboards: Offers interactive and user-friendly dashboards that can be tailored to specific business needs, providing real-time visualizations and reports. - Collaboration Tools: Facilitates team collaboration by allowing users to share insights, reports, and dashboards securely within the organization. - Scalability: Designed to handle large volumes of data, ensuring performance remains optimal as data grows. Primary Value and Solutions Provided: QuadrantX addresses the challenge of disparate and siloed data by providing a centralized platform for data analysis. It empowers users to derive meaningful insights without requiring extensive technical expertise, thereby accelerating decision-making processes. By offering real-time analytics and customizable reporting, QuadrantX helps businesses identify opportunities, mitigate risks, and enhance overall efficiency.

Who Is the Company Behind QuadrantX?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026