Best Data Science and Machine Learning Platforms - Page 43

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

Total Products under this Category: 1,711

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
  • 1,711+ 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 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=matlab&focus%5B%5D=hex-tech-hex)

Exegy

Exegy is a leading provider of high-performance market data solutions, trading platforms, and execution technologies tailored for the capital markets. Leveraging over 20 years of innovation and a portfolio of more than 150 patents, Exegy delivers resilient, low-latency solutions that cater to the diverse needs of financial institutions, including market makers, proprietary traders, asset managers, and exchanges. Their offerings encompass real-time market data feeds, predictive trading signals, and comprehensive trading platforms, all designed to enhance trading performance and operational efficiency. Key Features and Functionality: - Real-Time Market Data: Exegy's solutions provide normalized, enriched, and filtered market data from over 300 global markets, covering asset classes such as equities, options, fixed income, commodities, and currencies. - Predictive Trading Signals: The Signum suite offers AI-driven real-time signals that predict price movements and identify hidden liquidity, enabling traders to make informed decisions with up to 80% accuracy. - Trading Platforms: Exegy's Metro platform supports automated, algorithmic, and click trading strategies across major US and European futures and options markets, providing a robust environment for executing complex trading strategies. - Managed Services: Exegy offers fully managed services, including 24/7 monitoring, capacity management, and support for exchange-driven changes, allowing clients to focus on their core trading activities while ensuring system reliability and compliance. Primary Value and Solutions Provided: Exegy's comprehensive suite of solutions addresses critical challenges in the financial trading landscape by delivering: - Enhanced Trading Performance: By providing low-latency, high-quality market data and predictive analytics, Exegy empowers traders to execute strategies more effectively, capturing opportunities with greater precision. - Operational Efficiency: The managed services model reduces the burden of infrastructure management, allowing firms to allocate resources towards strategic initiatives and innovation. - Scalability and Flexibility: Exegy's solutions are designed to scale with clients' needs, supporting growth and adaptation to evolving market conditions without compromising speed or stability. - Risk Mitigation: With real-time monitoring and support, Exegy ensures system resilience and compliance, mitigating operational risks associated with market data and trading infrastructure. By integrating advanced technology with expert services, Exegy enables financial institutions to navigate the complexities of modern trading environments, optimize performance, and achieve sustainable growth.

Who Is the Company Behind Exegy?

  • Seller: Exegy
  • Year Founded: 2003
  • HQ Location: St Louis, Missouri, United States
  • LinkedIn® Page: www.linkedin.com
    394 employees on LinkedIn®

Exodigo

Who Is the Company Behind Exodigo?

  • Seller: Exodigo
  • Year Founded: 2021
  • HQ Location: Palo Alto, California, United States
  • LinkedIn® Page: www.linkedin.com
    393 employees on LinkedIn®

Exonic

Exonic is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Exonic enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface and robust analytics tools cater to a wide range of industries, ensuring scalability and adaptability to various business needs. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, allowing for comprehensive data aggregation and management. - Advanced Analytics: Utilizes sophisticated algorithms to perform predictive analytics, trend analysis, and anomaly detection. - Automation: Automates routine tasks and workflows, increasing operational efficiency and reducing human error. - Customizable Dashboards: Offers interactive and customizable dashboards for real-time data visualization and reporting. - Scalability: Designed to handle large datasets and scale with the growth of the organization. Primary Value and Solutions Provided: Exonic addresses the challenge of data overload by providing a centralized platform that simplifies data analysis and interpretation. It empowers users to make informed decisions quickly, enhances productivity through automation, and drives business growth by uncovering actionable insights. By transforming raw data into strategic assets, Exonic enables organizations to stay competitive in a data-driven world.

Who Is the Company Behind Exonic?

Expert.ai

Expert.ai Studio is a fully integrated, low-code development environment for building and deploying custom AI-based text models to address any linguistic challenge. Our solution helps organizations and developers to create advanced and unique solutions to extend the scope of intelligent process automation and make knowledge discovery more effective. Expert.ai Studio applies natural language understanding (NLU) capabilities and a fine-grained text processing configuration to achieve precise comprehension of your content. As a result, you gain complete control over your data so you can use it more efficiently and at scale in support of your business operations.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Expert.ai?

  • Seller: Expert.ai
  • HQ Location: Modena, IT
  • LinkedIn® Page: www.linkedin.com
    266 employees on LinkedIn®
  • Ownership: BIT:EXSY
  • Total Revenue (USD mm): $31

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Expert.ai?

Exploratory

Exploratory enables users to understand data by transforming, visualizing, and applying advanced statistics and machine learning algorithms.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Exploratory?

  • Ease of Admin: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Exploratory?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Exploratory?

AI-generated summary from verified user reviews

Pros
  • Users value the AI-assisted modeling capabilities of Exploratory, enhancing data organization and simplifying analysis for beginners.
  • Users value the effective problem-solving capabilities of Exploratory, simplifying data organization and enhancing analysis for all levels.
  • Users value the productivity improvement provided by Exploratory, simplifying complex data analysis with AI assistance.

What Are Recent G2 Reviews of Exploratory?

What Are G2 Users Discussing About Exploratory?

Extentum AI

Extentum AI is an advanced artificial intelligence platform designed to empower businesses by automating complex processes and enhancing decision-making capabilities. By leveraging cutting-edge machine learning algorithms, Extentum AI enables organizations to analyze vast datasets, uncover actionable insights, and drive innovation across various industries. Key Features and Functionality: - Data Analysis and Interpretation: Processes large volumes of data to identify patterns and trends, facilitating informed business decisions. - Predictive Analytics: Utilizes historical data to forecast future outcomes, aiding in strategic planning and risk management. - Natural Language Processing (NLP): Understands and interprets human language, enabling seamless interaction between users and the system. - Automated Workflow Management: Streamlines operations by automating routine tasks, increasing efficiency and reducing human error. - Customizable AI Models: Offers tailored solutions to meet specific business needs, ensuring relevance and effectiveness. Primary Value and Solutions Provided: Extentum AI addresses the challenge of managing and making sense of complex data by providing tools that automate analysis and decision-making processes. This leads to increased operational efficiency, reduced costs, and the ability to swiftly adapt to market changes. By integrating Extentum AI, businesses can harness the power of artificial intelligence to drive growth, innovation, and maintain a competitive edge in their respective industries.

Who Is the Company Behind Extentum AI?

Extracta.ai

Extracta.ai is an advanced AI-driven platform that automates the extraction of structured data from unstructured documents, such as invoices, resumes, contracts, and receipts. By leveraging cutting-edge Optical Character Recognition (OCR) technology and fine-tuned Large Language Models (LLMs), Extracta.ai achieves up to 99% accuracy in data extraction without the need for prior training. This solution is designed to streamline workflows, reduce manual data entry, and enhance operational efficiency across various industries, including finance, healthcare, and logistics. Key Features and Functionality: - Versatile Document Processing: Supports a wide range of document formats, including PDFs, Word documents, text files, and scanned images (PNG, JPG), enabling comprehensive data extraction capabilities. - Customizable Extraction: Allows users to define their own templates and tailor the data extraction process to meet specific requirements, enhancing the relevance and accuracy of the extracted data. - High Accuracy: Utilizes advanced algorithms to ensure up to 99% accuracy in data extraction, minimizing errors and improving data reliability. - Ease of Integration: Offers a RESTful API for seamless integration into existing systems and workflows, facilitating automated data processing without significant infrastructure changes. - Data Privacy and Security: Prioritizes the confidentiality and integrity of user data by adhering to the highest data protection standards, including full compliance with GDPR regulations. Primary Value and Problem Solved: Extracta.ai addresses the challenge of efficiently processing large volumes of unstructured documents by automating data extraction tasks. This automation reduces the reliance on manual data entry, thereby decreasing the likelihood of errors and increasing overall productivity. By transforming unstructured data into structured, actionable information, Extracta.ai empowers businesses to make informed decisions more quickly and effectively. Its user-defined templates and no pre-training requirement offer unparalleled flexibility, making it an ideal solution for organizations seeking to enhance their data processing capabilities without extensive setup or training.

Who Is the Company Behind Extracta.ai?

Factful

Factful is a comprehensive data management platform designed to streamline the collection, analysis, and visualization of complex datasets. It empowers organizations to make informed decisions by providing real-time insights and facilitating data-driven strategies. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, ensuring a unified view of information. - Advanced Analytics: Offers robust analytical tools to uncover patterns and trends within datasets. - Customizable Dashboards: Provides interactive dashboards tailored to specific business needs. - Collaboration Tools: Enables teams to share insights and work together effectively. - Security Measures: Implements stringent security protocols to protect sensitive data. Primary Value and User Solutions: Factful addresses the challenge of managing and interpreting large volumes of data by offering an intuitive platform that simplifies these processes. It enhances operational efficiency, supports strategic planning, and drives business growth by delivering actionable insights. Users benefit from reduced time spent on data processing and increased accuracy in their analyses, leading to more informed decision-making.

Who Is the Company Behind Factful?

  • Seller: Factful
  • Year Founded: 2023
  • HQ Location: Oakville, CA
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Faculty.ai

We help our customers make better decisions. Whether you are looking to grow, work more efficiently, or deliver higher quality services, we build industry-leading AI that helps you turn your data into deeper insights, better strategies and smarter decisions.

Who Is the Company Behind Faculty.ai?

Farmonaut

Who Is the Company Behind Farmonaut?

Fasal

Who Is the Company Behind Fasal?

  • Seller: Fasal
  • Year Founded: 2018
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    182 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026