Best Data Science and Machine Learning Platforms - Page 77

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

Total Products under this Category: 1,540

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
  • 14,500+ Authentic Reviews
  • 1,540+ 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, IBM watsonx.data, Snowflake, MATLAB, and Hex.

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=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=matlab&focus%5B%5D=hex-tech-hex)

Property AI

Property AI is an innovative tool designed to simplify property investment by providing accurate data analysis and actionable insights. By inputting key property details such as price, location, and amenities, users receive instant evaluations on rental potential, return on investment (ROI), and occupancy rates. The platform also offers tailored advice to enhance property value and maximize investment returns, making it an essential resource for property investors seeking to optimize their portfolios. Key Features: - Property Assessment: Detailed analysis of property value and potential profitability. - Investment Insights: Information on payback periods, rental costs, and ROI. - Market Tips: Personalized recommendations to improve property value and profitability. - Detailed Reports: Comprehensive reports on property analysis and investment potential. The primary value of Property AI lies in its ability to eliminate the guesswork from property investment decisions. By leveraging automated data analysis, it empowers users to make informed choices, thereby enhancing their investment outcomes and maximizing rental yields.

Who Is the Company Behind Property AI?

Prophia

Who Is the Company Behind Prophia?

  • Seller: Prophia
  • Year Founded: 1996
  • HQ Location: Dallas, US
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

PropMix AI & Analytics

PropMix AI & Analytics is a comprehensive platform that leverages artificial intelligence and machine learning to provide real estate professionals with advanced data insights and valuation solutions. By integrating vast datasets and cutting-edge analytics, PropMix empowers lenders, appraisers, investors, and agents to make informed decisions, streamline workflows, and enhance the accuracy of property assessments. Key Features and Functionality: - Computer Vision for Property Intelligence: Analyzes over 2.1 billion property images to extract details on condition, quality, and features, with daily updates for new listings. - Geospatial Analysis: Utilizes proprietary algorithms to assess nearby features such as busy roads, power lines, water bodies, and flight paths, providing comprehensive property orientation and location information. - Property Valuation: Computes monthly property values for all residential properties by combining data from comparable sales, inventory, sale history, price trends, and housing demand, with daily updates as market transactions occur. - Rent Value Assessment: Determines rent values for residential properties, including multi-family units, validated against HUD fair market rent recommendations. - Capitalization Rate Calculation: Measures expected returns on properties based on purchase price, rent potential, and expenses, aiding investors in assessing return potential. - Inventory Analysis: Provides 12-month inventory trends within specific areas, ready for use in appraisal forms like the Universal Appraisal Dataset (UAD) 1004MC. - Home Price Index (HPI): Computes HPI for every zip code and property type within the first five business days of each month, offering historical data via APIs. - Local Market Trends: Delivers monthly local market trends for any zip code, covering indicators such as median list and sold prices, list-to-sold price ratios, price per square foot, days on market, inventory levels, absorption rates, and months of supply. Primary Value and Solutions Provided: PropMix AI & Analytics addresses the need for accurate, real-time real estate data and insights, enabling professionals to make data-driven decisions. By automating complex analyses and integrating diverse data sources, the platform reduces manual effort, enhances valuation accuracy, and supports compliance with industry standards. Its scalable machine learning capabilities ensure that market analyses are updated daily across various geographic levels, providing users with timely and relevant information. Ultimately, PropMix empowers real estate stakeholders to optimize operations, mitigate risks, and capitalize on market opportunities.

Who Is the Company Behind PropMix AI & Analytics?

Prosperse - Stock Scanner

Prosperse's Stock Screener is a powerful, customizable tool designed to streamline the stock selection process for traders and investors. By allowing users to create personalized scanners, it enables efficient identification of stocks that meet specific technical and fundamental criteria, thereby enhancing decision-making and trading performance. Key Features and Functionality: - Customizable Scanners: Utilize a no-code strategy builder to create scanners tailored to any technical or fundamental condition imaginable. - Real-Time Execution: Leverage live scanning technology to instantly identify stocks aligning with your selection criteria. - Automated Background Screening: Scanners run continuously in the background, providing real-time notifications when results are found. - Backtesting Capabilities: Test your scanners against historical data to evaluate and refine strategies without interrupting active scans. - All-in-One Dashboard: Manage charting, scan results, watchlists, and live positions in a centralized interface, offering real-time insights into your portfolio. Primary Value and User Solutions: Prosperse's Stock Screener addresses the challenge of efficiently identifying investment opportunities in a vast market. By automating the scanning process and providing real-time alerts, it saves users significant time and effort. The customizable nature of the tool ensures that both novice and experienced traders can tailor it to their unique strategies, leading to more informed decisions and improved trading outcomes.

Who Is the Company Behind Prosperse - Stock Scanner?

Protai

Protai is an AI-powered drug discovery startup that integrates deep proteomics with machine learning to revolutionize the development of new therapies. By analyzing proteins in their native states, Protai aims to transform disease treatment by identifying unique disease drivers and developing innovative strategies for breakthrough therapies and improved patient outcomes. Key Features and Functionality: - AIMS™ Platform: Protai's proprietary drug discovery engine combines structural and functional mass spectrometry proteomics data with AI to uncover novel drug mechanisms and identify best-in-class drug candidates. - Target Redefinition: The platform maps disease-specific protein states to define precise, context-specific mechanisms of action, enabling selective inhibition of disease-relevant activities while preserving beneficial functions. - Structural Modeling: Utilizing structural proteomics techniques like cross-linking mass spectrometry (XL-MS) and hydrogen-deuterium exchange mass spectrometry (HDX-MS), AIMS™ determines disease-specific protein conformations. These are then modeled using structural AI to identify pockets suitable for targeted drug design. - Computational Drug Design: The platform facilitates the discovery of modulators for redefined targets in oncology and immunology, accelerating the development of precision medicines. Primary Value and Problem Solved: Protai addresses the challenges in drug discovery by providing a comprehensive understanding of protein networks and their dynamic interactions in health and disease. This approach allows for the identification of unique disease drivers and the development of targeted therapies, leading to more effective treatments and improved patient outcomes. By integrating proteomics with AI, Protai enhances the precision and efficiency of drug discovery, reducing the time and cost associated with bringing new drugs to market.

Who Is the Company Behind Protai?

  • Seller: Protai
  • Year Founded: 2021
  • HQ Location: Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

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