Best Data Science and Machine Learning Platforms - Page 63

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)

MyFinB

Who Is the Company Behind MyFinB?

Myriad AI

Who Is the Company Behind Myriad AI?

  • Seller: Myriad AI
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

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?

Navor

Who Is the Company Behind Navor?

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®

Neferdata

Neferdata is a comprehensive data management platform designed to streamline the collection, analysis, and visualization of complex datasets. It offers a user-friendly interface that enables organizations to efficiently manage their data workflows, ensuring accuracy and consistency across various data sources. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, allowing for unified data management. - Advanced Analytics: Provides powerful tools for in-depth data analysis, facilitating informed decision-making. - Customizable Dashboards: Enables the creation of tailored dashboards for real-time data visualization. - Collaboration Tools: Supports team collaboration with shared access and version control features. - Security Measures: Implements robust security protocols to protect sensitive information. Primary Value and User Solutions: Neferdata addresses the challenges of managing large and diverse datasets by offering an integrated platform that simplifies data processes. It empowers users to derive actionable insights, enhance operational efficiency, and maintain data integrity, ultimately driving better business outcomes.

Who Is the Company Behind Neferdata?

NEOALI

Who Is the Company Behind NEOALI?

  • Seller: NEOALI
  • Year Founded: 2019
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Neoform AI

Neoform AI is an advanced artificial intelligence platform designed to revolutionize the way businesses handle data analysis and decision-making processes. By leveraging cutting-edge machine learning algorithms, Neoform AI enables organizations to extract meaningful insights from complex datasets, facilitating informed strategic decisions and operational efficiencies. Key Features and Functionality: - Data Integration: Seamlessly combines data from multiple sources, providing a unified view for comprehensive analysis. - Predictive Analytics: Utilizes sophisticated models to forecast trends and outcomes, aiding in proactive decision-making. - Automated Reporting: Generates detailed reports with actionable insights, reducing manual effort and enhancing accuracy. - Customizable Dashboards: Offers user-friendly interfaces that can be tailored to specific business needs, ensuring relevant information is readily accessible. - Scalability: Adapts to varying data volumes and business sizes, ensuring consistent performance as organizations grow. Primary Value and Solutions Provided: Neoform AI addresses the challenge of data overload by transforming raw information into actionable intelligence. It empowers businesses to identify patterns, predict future scenarios, and make data-driven decisions with confidence. By automating complex analytical tasks, Neoform AI reduces the time and resources required for data processing, allowing organizations to focus on strategic initiatives and maintain a competitive edge in their respective industries.

Who Is the Company Behind Neoform AI?

Neomics

Neomics is a cutting-edge platform designed to revolutionize the field of genomics by providing advanced tools and resources for comprehensive genetic analysis. It offers researchers and healthcare professionals the ability to interpret complex genetic data with unprecedented accuracy and efficiency. By integrating state-of-the-art algorithms and a user-friendly interface, Neomics simplifies the process of identifying genetic variations and their implications, thereby accelerating the development of personalized medicine and targeted therapies. Key Features and Functionality: - Advanced Genetic Analysis Tools: Neomics provides a suite of sophisticated tools that enable in-depth analysis of genetic sequences, facilitating the identification of mutations and their potential impact on health. - User-Friendly Interface: The platform is designed with an intuitive interface that allows users to navigate complex datasets effortlessly, making genetic analysis accessible to both experts and novices. - Comprehensive Data Integration: Neomics integrates various data sources, including genomic, transcriptomic, and proteomic data, to provide a holistic view of genetic information. - Customizable Workflows: Users can tailor analysis workflows to meet specific research needs, enhancing flexibility and efficiency in data processing. - Secure Data Management: The platform ensures the confidentiality and integrity of sensitive genetic data through robust security measures and compliance with industry standards. Primary Value and Solutions Provided: Neomics addresses the challenges associated with the vast and complex nature of genetic data by offering a streamlined and efficient solution for its analysis. It empowers researchers and clinicians to uncover critical genetic insights that can lead to the development of personalized treatment plans and the advancement of precision medicine. By reducing the time and resources required for genetic analysis, Neomics accelerates scientific discoveries and improves patient outcomes, ultimately contributing to the evolution of healthcare and biomedical research.

Who Is the Company Behind Neomics?

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