Best Data Science and Machine Learning Platforms - Page 66

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, Dataiku, 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=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=dataiku&focus%5B%5D=hex-tech-hex)

Morph

Morph is a comprehensive platform designed to empower product teams by transforming raw data into actionable insights through intuitive data applications. It offers a full-stack Python framework that enables users to build, deploy, and share AI and data applications seamlessly. With Morph, teams can connect to various data sources, process and analyze data using SQL and Python, and create interactive dashboards, all within a secure and collaborative environment. Key Features and Functionality: - Data Connectivity: Morph supports integration with major data warehouses like Snowflake and BigQuery, as well as SQL databases such as PostgreSQL and MySQL. Users can also import CSV files for analysis. - Data Processing: The platform provides tools for executing SQL queries, running custom Python code, and utilizing a built-in PostgreSQL database for data storage and manipulation. - Morph AI: An interactive AI assistant that understands data schemas, assists in task planning, automatically corrects errors in SQL queries or Python scripts, and facilitates data transformation and visualization. - Visualization and Reporting: Users can create interactive dashboards and reports, enabling clear communication of insights across teams. - Deployment and Sharing: Morph allows for the deployment of applications with built-in user authentication, ensuring secure sharing of data applications within the organization. Primary Value and Problem Solved: Morph addresses the challenge of efficiently transforming raw data into meaningful insights without requiring extensive coding or data analysis expertise. By integrating data storage, processing, analysis, and visualization into a single platform, Morph streamlines the workflow for product teams. This consolidation reduces the need for multiple disparate tools, minimizes setup complexities, and accelerates the development and deployment of data-driven applications. Ultimately, Morph empowers teams to make informed decisions swiftly, fostering a data-driven culture within organizations.

Who Is the Company Behind Morph?

Morpher AI

Morpher AI is an advanced investment analysis tool designed to provide real-time market insights across various asset classes, including stocks, cryptocurrencies, forex, commodities, and indices. By leveraging machine learning algorithms and real-time data feeds, Morpher AI delivers timely and accurate assessments of market movements, enabling traders to make informed decisions without the need for constant news monitoring. Key Features and Functionality: - Timely Market Insights: Offers up-to-date analyses on any stock or cryptocurrency, helping users understand the reasons behind price movements. - Discovery of New Trades: Identifies significant market movers and provides comprehensive analyses, assisting traders in finding new investment opportunities. - Reliable AI Analysis: Utilizes smart filters and high-quality news data to minimize inaccuracies, ensuring dependable information. - User-Friendly Interface: Simplifies complex data, making it accessible for both novice and experienced investors to understand market trends and build investment strategies. - Comprehensive Market Coverage: Provides real-time insights across a wide range of markets, including unique assets like NFTs and luxury goods. Primary Value and User Solutions: Morpher AI empowers traders by offering real-time, accurate market insights, reducing the need for constant news monitoring and enabling informed decision-making. Its user-friendly interface and comprehensive coverage across various asset classes make it a valuable tool for both new and seasoned investors seeking to enhance their trading strategies and maximize returns.

Who Is the Company Behind Morpher AI?

  • Seller: Morpher
  • Year Founded: 2018
  • HQ Location: Vienna, AT
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Morpho

Morpho is an innovative AI-powered platform designed to streamline and enhance the process of data analysis and decision-making for businesses across various industries. By leveraging advanced machine learning algorithms, Morpho enables users to extract meaningful insights from complex datasets, facilitating informed strategic decisions and operational efficiencies. Key Features and Functionality: - Automated Data Processing: Morpho automates the ingestion, cleaning, and transformation of raw data, reducing manual effort and minimizing errors. - Advanced Analytics: The platform offers sophisticated analytical tools, including predictive modeling, trend analysis, and anomaly detection, to uncover hidden patterns and correlations. - Customizable Dashboards: Users can create interactive dashboards tailored to their specific needs, providing real-time visualization of key performance indicators and metrics. - Scalability: Morpho is designed to handle large volumes of data, making it suitable for organizations of all sizes, from startups to large enterprises. - Integration Capabilities: The platform seamlessly integrates with existing data sources and business intelligence tools, ensuring a smooth workflow and data consistency. Primary Value and Problem Solved: Morpho addresses the challenge of managing and interpreting vast amounts of data by providing a user-friendly, efficient, and scalable solution. It empowers organizations to make data-driven decisions quickly, enhancing productivity and competitiveness. By automating routine data tasks and offering deep analytical insights, Morpho reduces the reliance on specialized data science teams, making advanced analytics accessible to a broader range of users within an organization.

Who Is the Company Behind Morpho?

MosaicML

The MosaicML platform enables you to easily train large AI models on your data, in your secure environment.

Who Is the Company Behind MosaicML?

  • Seller: Mosaic
  • Year Founded: 1986
  • HQ Location: Chicago, Illinois, United States
  • Twitter: @MosaicTechInfo
    287 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,094 employees on LinkedIn®

MosaicML Composer

Improve efficiency of neural network training with algorithmic methods that deliver speed, boost quality and reduce cost.

Who Is the Company Behind MosaicML Composer?

  • Seller: MosaicML
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    13,148 employees on LinkedIn®

Mozaic Earth

Mozaic Earth is an innovative platform designed to provide comprehensive environmental data and insights, enabling organizations to make informed decisions regarding sustainability and environmental impact. By aggregating and analyzing vast amounts of geospatial and environmental data, Mozaic Earth offers a holistic view of the Earth's changing landscape, assisting businesses, governments, and researchers in understanding and addressing environmental challenges. Key Features and Functionality: - Data Aggregation: Collects and integrates diverse environmental datasets from multiple sources, including satellite imagery, climate models, and ground-based observations. - Advanced Analytics: Utilizes machine learning and artificial intelligence to analyze complex environmental data, identifying patterns and trends. - Visualization Tools: Offers interactive maps and dashboards that present data in an accessible and actionable format. - Customizable Reports: Generates tailored reports to meet the specific needs of different industries and stakeholders. - Real-Time Monitoring: Provides up-to-date information on environmental conditions, enabling timely responses to emerging issues. Primary Value and Solutions: Mozaic Earth addresses the critical need for accurate and timely environmental information. By offering a centralized platform for environmental data analysis, it empowers users to: - Enhance Decision-Making: Equip organizations with the insights needed to develop effective sustainability strategies and policies. - Mitigate Risks: Identify potential environmental risks and implement proactive measures to minimize impact. - Achieve Compliance: Assist businesses in meeting regulatory requirements related to environmental standards. - Promote Transparency: Foster trust and accountability by providing clear and reliable environmental data to stakeholders. Through its comprehensive suite of tools and services, Mozaic Earth enables users to navigate the complexities of environmental management, contributing to a more sustainable and resilient future.

Who Is the Company Behind Mozaic Earth?

Muffin Data

Muffin Data is a specialized analytics platform designed for emerging consumer packaged goods (CPG) brands, particularly in the food and beverage sector. It simplifies data management by automating the retrieval, standardization, and analysis of sales, inventory, and promotional data from various retailers and distributors. This enables brands to gain clear insights into their market performance without the need for manual data processing. Key Features and Functionality: - Automated Data Integration: Seamlessly connects to retailer and distributor portals to collect point-of-sale sales, shipment, and inventory data, eliminating the need for manual data entry. - Data Standardization and Modeling: Transforms disparate data into a normalized data warehouse tailored to each brand, ensuring consistency and accuracy. - Comprehensive Analytics and Reporting: Provides out-of-the-box dashboards that allow users to track sales velocity, measure promotional success, monitor inventory levels, detect out-of-stock events, and analyze distribution metrics. - Customizable Reporting Tools: Offers the flexibility to build custom reports and visualizations, enabling teams to focus on specific metrics relevant to their business objectives. - Forecasting and Demand Planning: Utilizes sales and distribution data to inform demand planning and generate accurate sales forecasts. Primary Value and User Solutions: Muffin Data addresses the common challenges faced by CPG brands, such as fragmented data sources, lack of automation, and inconsistent data standardization. By automating data workflows and providing clear, actionable insights, the platform empowers sales, marketing, and operations teams to make informed decisions swiftly. This leads to improved promotional strategies, optimized inventory management, enhanced sales performance, and significant time savings by reducing manual data handling. Ultimately, Muffin Data enables emerging brands to operate more effectively and compete successfully in the market.

Who Is the Company Behind Muffin Data?

Multi-Stox

MultiStox is a comprehensive stock management solution designed to streamline inventory processes for businesses of all sizes. It offers real-time tracking, automated restocking alerts, and detailed reporting to enhance operational efficiency. Key features include multi-location inventory management, barcode scanning, and integration with popular accounting software. By providing accurate stock levels and reducing manual errors, MultiStox helps businesses optimize their supply chain, minimize stockouts, and improve customer satisfaction.

Who Is the Company Behind Multi-Stox?

Mycelis

Mycelis is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Mycelis enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface and robust analytics tools make it accessible for both technical and non-technical users, facilitating seamless integration into existing workflows. Key features and functionality of Mycelis include: - Data Integration: Effortlessly consolidates data from multiple sources, providing a unified view for comprehensive analysis. - Automated Analytics: Utilizes machine learning to identify patterns, trends, and anomalies, delivering actionable insights without manual intervention. - Customizable Dashboards: Offers interactive dashboards that can be tailored to specific business needs, ensuring relevant metrics are always at the forefront. - Scalability: Designed to handle large volumes of data, making it suitable for businesses of all sizes. - Security: Implements robust security protocols to protect sensitive information, ensuring compliance with industry standards. The primary value of Mycelis lies in its ability to transform raw data into strategic assets. By automating data analysis and providing real-time insights, it empowers businesses to make informed decisions swiftly, optimize operations, and gain a competitive edge in their respective markets.

Who Is the Company Behind Mycelis?

MyFinB

Who Is the Company Behind MyFinB?

Mywhyai

Mywhyai is an advanced artificial intelligence platform designed to empower businesses by providing deep insights into their data. It leverages cutting-edge machine learning algorithms to analyze complex datasets, enabling organizations to make informed decisions and optimize their operations. Key Features and Functionality: - Data Analysis: Processes large volumes of data to uncover patterns and trends. - Predictive Analytics: Forecasts future outcomes based on historical data. - Customizable Dashboards: Offers user-friendly interfaces for data visualization. - Integration Capabilities: Seamlessly connects with existing business systems and databases. - Automated Reporting: Generates comprehensive reports to support strategic planning. Primary Value and User Solutions: Mywhyai addresses the challenge of data-driven decision-making by transforming raw data into actionable insights. It enables businesses to identify opportunities, mitigate risks, and enhance efficiency, ultimately driving growth and competitive advantage.

Who Is the Company Behind Mywhyai?

  • Seller: MyWhy
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

N1 Health

Who Is the Company Behind N1 Health?

  • Seller: N1 Health
  • Year Founded: 2010
  • HQ Location: Glen Allen, US
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026