Best Data Science and Machine Learning Platforms - Page 68

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

Total Products under this Category: 1,693

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
  • 1,693+ 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)

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®

Naas

Who Is the Company Behind Naas?

  • Seller: CashStory
  • Year Founded: 2023
  • HQ Location: Worldwide, US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Naska.ai

Who Is the Company Behind Naska.ai?

  • Seller: Naska.ai
  • Year Founded: 2016
  • HQ Location: Barcelona, ES
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

NativeBI

NativeBI is a self-service business intelligence (BI) platform designed to empower business leaders and data analysts by providing a centralized solution for data visualization, analysis, and reporting. With its user-friendly interface and responsive design, NativeBI enables users to consolidate diverse data sources, create interactive dashboards, and generate actionable insights efficiently. The platform supports seamless integration with various data types, including relational databases, spreadsheets, REST APIs, and cloud data sources, facilitating comprehensive data analysis without requiring extensive technical expertise. Key Features and Functionality: - Responsive Design and User Experience: NativeBI offers a consistent and intuitive interface across all devices, ensuring accessibility and ease of use for users at any technical level. - Interactive Built-in Widgets: The platform provides a wide array of interactive widgets that support various data types, allowing users to visualize and analyze data effectively. - Ad-hoc ChatGPT Analysis: Users can perform on-the-fly data analysis using natural language queries through an integrated ChatGPT-powered chat interface, simplifying complex data exploration. - Comprehensive Data Source Integration: NativeBI seamlessly connects with multiple data sources, including SQL and NoSQL databases, cloud data stores, spreadsheets, REST APIs, and RSS feeds, enabling users to consolidate and analyze data from diverse platforms. - Dashboard Collaboration: The platform facilitates sharing of dashboards both publicly and internally, with configurable permissions for viewing or editing, promoting collaborative decision-making within organizations. - Configurable Alarms and Notifications: Users can set up business rules related to their data, and NativeBI will automatically notify predefined users or groups when these conditions are met, ensuring timely awareness of critical data changes. Primary Value and Problem Solved: NativeBI addresses the challenge of complex data analysis by providing a self-service platform that simplifies the process of consolidating, visualizing, and interpreting data from multiple sources. By offering an intuitive interface, interactive dashboards, and advanced features like natural language processing for ad-hoc analysis, NativeBI empowers users to derive actionable insights without the need for specialized technical skills. This democratization of data analysis enhances decision-making capabilities across all levels of an organization, leading to more informed strategies and improved business outcomes.

Who Is the Company Behind NativeBI?

Nautex AI

Nautex AI is an advanced artificial intelligence platform designed to streamline and enhance data analysis processes for businesses across various industries. By leveraging cutting-edge machine learning algorithms, Nautex AI enables organizations to extract valuable insights from complex datasets, facilitating informed decision-making and strategic planning. Key Features and Functionality: - Automated Data Processing: Nautex AI automates the ingestion, cleaning, and transformation of raw data, reducing manual effort and minimizing errors. - Predictive Analytics: The platform employs sophisticated predictive models to forecast trends and outcomes, aiding in proactive business strategies. - Customizable Dashboards: Users can create intuitive dashboards tailored to their specific needs, providing real-time visualization of key metrics and performance indicators. - Scalability: Nautex AI is designed to handle large volumes of data, ensuring consistent performance as business data grows. - Integration Capabilities: The platform seamlessly integrates with existing business systems and data sources, facilitating a unified data ecosystem. Primary Value and Solutions Provided: Nautex AI addresses the challenge of managing and interpreting vast amounts of data by offering a comprehensive solution that automates and simplifies data analysis. This empowers businesses to uncover hidden patterns, optimize operations, and drive innovation. By reducing the time and resources required for data processing, Nautex AI enables organizations to focus on strategic initiatives and maintain a competitive edge in their respective markets.

Who Is the Company Behind Nautex AI?

nBrain

Who Is the Company Behind nBrain?

  • Seller: nBrain
  • Year Founded: 2022
  • HQ Location: CARSLBAD, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Needl

Needl is a comprehensive data integration and analytics platform designed to streamline the process of connecting, analyzing, and visualizing data from multiple sources. It empowers businesses to make informed decisions by providing a unified view of their data landscape. Key Features and Functionality: - Data Integration: Seamlessly connect to a wide range of data sources, including databases, cloud services, and APIs, ensuring all your data is accessible in one place. - Data Transformation: Utilize powerful tools to clean, transform, and prepare data for analysis, enhancing data quality and consistency. - Advanced Analytics: Leverage built-in analytics capabilities to perform complex queries, generate insights, and uncover trends within your data. - Customizable Dashboards: Create interactive and customizable dashboards to visualize data in real-time, facilitating better understanding and communication of insights. - Collaboration Tools: Share insights and collaborate with team members through integrated sharing and commenting features, promoting a data-driven culture. Primary Value and User Solutions: Needl addresses the challenge of disparate data sources by providing a unified platform for data integration and analysis. It enables organizations to break down data silos, improve data quality, and accelerate decision-making processes. By offering intuitive tools for data transformation and visualization, Needl empowers users to derive actionable insights, enhance operational efficiency, and drive business growth.

Who Is the Company Behind Needl?

  • Seller: Needl
  • HQ Location: Seattle, Washington, United States
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®
Bijou Barry
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Researched and written by Bijou Barry
Updated April 22, 2026