Best Data Science and Machine Learning Platforms - Page 100

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

Total Products under this Category: 1,712

Category Stats (Nov 2026)

  • Average Rating: 4.45/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Braintrust Data (+1.99%) - Among all products in this category, Braintrust Data recorded the largest rating increase compared to last month

Last updated: November 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
  • 15,200+ Authentic Reviews
  • 1,712+ 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 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-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)

STAT.AI

STAT.AI is an advanced artificial intelligence platform designed to revolutionize data analysis and decision-making processes. By leveraging cutting-edge machine learning algorithms, it enables users to extract meaningful insights from complex datasets efficiently. The platform offers a user-friendly interface that simplifies data visualization, predictive analytics, and real-time reporting, making it accessible to both technical and non-technical users. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, allowing for comprehensive data aggregation. - Predictive Analytics: Utilizes advanced algorithms to forecast trends and outcomes, aiding in proactive decision-making. - Customizable Dashboards: Provides interactive dashboards that can be tailored to specific business needs, enhancing data interpretation. - Automated Reporting: Generates real-time reports, reducing manual effort and ensuring timely information dissemination. - Scalability: Designed to handle large volumes of data, making it suitable for businesses of all sizes. Primary Value and Solutions Provided: STAT.AI addresses the challenge of managing and interpreting vast amounts of data by offering a streamlined, intelligent solution. It empowers organizations to make data-driven decisions with confidence, improving operational efficiency and strategic planning. By automating complex analytical tasks, it reduces the reliance on specialized personnel, thereby lowering costs and accelerating time-to-insight. Ultimately, STAT.AI transforms raw data into actionable intelligence, driving business growth and innovation.

Who Is the Company Behind STAT.AI?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

STATGRAPHICS Centurion

Access and utilize a wide range of statistical procedures from summary statistics to design of experiments.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind STATGRAPHICS Centurion?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of STATGRAPHICS Centurion?

What Are G2 Users Discussing About STATGRAPHICS Centurion?

STEAV

STEAV is the sovereign intelligence platform. Companies build AI models on their own data, automate their workflows with agents, and keep full control.

Who Is the Company Behind STEAV?

  • Seller: STEAV
  • Year Founded: 2025
  • HQ Location: Newark, US
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

StellarBase

StellarBase is an advanced AI-powered platform designed to streamline and enhance data management and analysis for businesses across various industries. By leveraging cutting-edge machine learning algorithms and intuitive interfaces, StellarBase enables organizations to efficiently process large datasets, extract meaningful insights, and make data-driven decisions with confidence. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, allowing for unified data access and management. - Advanced Analytics: Utilizes sophisticated machine learning models to uncover patterns, trends, and correlations within datasets. - User-Friendly Interface: Offers an intuitive dashboard that simplifies data visualization and reporting. - Scalability: Adapts to the growing data needs of businesses, ensuring consistent performance as data volumes increase. - Security: Implements robust security protocols to protect sensitive information and ensure compliance with industry standards. Primary Value and Solutions Provided: StellarBase addresses the challenges of managing and analyzing vast amounts of data by providing a comprehensive solution that simplifies these processes. It empowers businesses to harness the full potential of their data, leading to improved operational efficiency, informed strategic planning, and a competitive edge in the market.

Who Is the Company Behind StellarBase?

Stellon Labs

Stellon Labs is a technology company specializing in developing innovative software solutions tailored to meet the unique needs of businesses across various industries. Their products are designed to enhance operational efficiency, streamline workflows, and drive digital transformation. By leveraging cutting-edge technologies, Stellon Labs delivers scalable and customizable solutions that empower organizations to achieve their strategic objectives. Key Features and Functionality: - Custom Software Development: Stellon Labs offers bespoke software solutions that align with specific business requirements, ensuring optimal performance and user experience. - Data Analytics and Business Intelligence: Their platforms provide advanced analytics tools that enable businesses to gain actionable insights from their data, facilitating informed decision-making. - Cloud Integration: Stellon Labs ensures seamless integration of their software with cloud services, enhancing accessibility, scalability, and security. - User-Centric Design: Emphasizing intuitive interfaces, their products are designed to enhance user engagement and satisfaction. - Agile Development Methodology: Utilizing agile practices, Stellon Labs ensures rapid development cycles, adaptability to changing requirements, and timely delivery of solutions. Primary Value and Solutions Provided: Stellon Labs addresses the challenges businesses face in adapting to rapidly evolving technological landscapes. By offering customized software solutions, they help organizations automate processes, improve data management, and enhance overall productivity. Their focus on user-centric design and agile development ensures that clients receive solutions that are not only functional but also adaptable to future needs. Stellon Labs empowers businesses to stay competitive by providing tools that drive innovation and operational excellence.

Who Is the Company Behind Stellon Labs?

Steryon

Who Is the Company Behind Steryon?

  • Seller: Steryon
  • Year Founded: 2024
  • HQ Location: Barcelona, ES
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Stilla AI

Stilla AI is an advanced artificial intelligence platform designed to enhance business operations through intelligent automation and data-driven insights. By leveraging cutting-edge machine learning algorithms, Stilla AI enables organizations to streamline processes, improve decision-making, and drive innovation across various industries. Key features and functionality of Stilla AI include: - Intelligent Automation: Automates repetitive tasks, reducing manual effort and increasing operational efficiency. - Data Analysis and Insights: Processes large datasets to uncover patterns and provide actionable insights for strategic planning. - Natural Language Processing (NLP): Understands and interprets human language, facilitating improved customer interactions and support. - Predictive Analytics: Forecasts trends and outcomes, aiding in proactive decision-making and risk management. - Customizable Solutions: Offers tailored AI models to meet specific business needs and objectives. The primary value of Stilla AI lies in its ability to transform complex data into meaningful insights, enabling businesses to make informed decisions and optimize their operations. By automating routine tasks and providing predictive analytics, Stilla AI helps organizations save time, reduce costs, and stay competitive in a rapidly evolving market.

Who Is the Company Behind Stilla AI?

Stockaivisor

Stockaivisor is an AI-driven financial analysis platform designed to empower investors with advanced tools and insights for informed decision-making. By integrating generative AI technologies, Stockaivisor offers comprehensive analysis across over 20,000 stocks and portfolios, enabling users to navigate the complexities of the financial markets with confidence. Key Features and Functionality: - Generative AI-Driven Insights: Utilizes advanced summarization, topic detection, and sentiment analysis to transform financial documents into actionable intelligence. - Predictive Analytics and Forecasting: Employs machine learning models to forecast stock prices up to seven business days ahead, assisting users in anticipating market shifts and tailoring investment strategies accordingly. - Automated Portfolio Management: Offers tools for factor models and in-depth risk-return analysis, allowing users to fine-tune their assets to align with financial goals, whether through "lazy portfolios" or personalized management. - Daily Risk Assessment: Provides daily evaluations of asset performance against market dynamics, enabling proactive strategy adjustments to safeguard and optimize investments. - Screeners and Filtering Tools: Empowers users to identify and monitor assets that meet specific investment criteria, facilitating the creation of tailored investment portfolios. - API Support: Allows seamless integration with existing systems, enhancing the flexibility and scalability of financial analysis processes. - Finbot Chatbot: A state-of-the-art conversational assistant designed to answer financial queries and guide users through market complexities. - Stockaivisor Academy: Provides prompt-based, scenario-driven financial training, leveraging generative AI to offer hands-on learning experiences. - Dedicated Customer Support: Ensures 24/7 assistance, offering guidance and support to navigate market challenges effectively. Primary Value and User Solutions: Stockaivisor addresses the challenges of modern investing by democratizing access to high-quality, data-driven financial insights. It simplifies complex market data through AI-powered analysis, enabling both novice and experienced investors to make informed decisions. By offering predictive analytics, automated portfolio management, and real-time risk assessment, Stockaivisor empowers users to anticipate market trends, optimize investment strategies, and achieve their financial objectives with greater precision and confidence.

Who Is the Company Behind Stockaivisor?

Stocknear

Stocknear is an advanced stock analysis and financial data platform designed to simplify investing for everyday investors. By providing accurate, up-to-date information on all U.S. stocks and funds, Stocknear enables users to research trading ideas efficiently. The platform offers a comprehensive suite of tools, including stock prices, options data, dark pool orders, news, financials, forecasts, and charts, all presented in a user-friendly interface. Key Features and Functionality: - Comprehensive Data Access: Users can access real-time stock prices, options data, dark pool orders, financial statements, and forecasts for all U.S. stocks and funds. - Advanced Tools: The platform includes features such as a stock screener, watchlists, price alerts, and AI agents to assist in making informed investment decisions. - Market Sentiment Indicators: Tools like the Fear & Greed Index and Sentiment Tracker help users gauge market sentiment and identify potential trading opportunities. - Educational Resources: Stocknear offers a daily market newsletter, "Market Bullets," providing concise summaries of financial news, analyst reports, earnings releases, and major economic events. - Integration with Communication Platforms: The platform provides a Discord bot that delivers real-time options flow, dark pool activity, earnings reports, and market news directly to users' Discord servers. Primary Value and User Solutions: Stocknear addresses the challenges faced by retail investors by offering a unified platform that combines accurate financial data with advanced analytical tools. By integrating real-time market data, AI-driven insights, and user-friendly features, Stocknear empowers investors to make informed decisions without the need for multiple resources. The platform's commitment to data accuracy, ease of use, and speed ensures that users have access to reliable information promptly, enhancing their ability to navigate the complexities of the stock market effectively.

Who Is the Company Behind Stocknear?

STRATA_Capital Intelligence Stack

STRATA by ABSL Advisory is an institutional-grade B2B Capital Intelligence Stack engineered to replace intuition-based commercial real estate underwriting with rigorous forensic analysis and stress-testing. Built specifically for private equity funds, commercial lenders, syndicators, and institutional asset managers, STRATA delivers automated, audit-ready portfolio surveillance and capital resilience modeling. Key Capabilities: • Core & Portfolio Underwriting: Evaluate single commercial assets or rapidly stress-test multi-asset portfolios exceeding 200 units across diverse real estate sectors. • Multi-Scenario Stress Testing: Dynamically simulate Base, Bear, and Severe macroeconomic conditions to identify DSCR decay, Loan-to-Value (LTV) limits, and debt yield vulnerabilities before capital deployment. • Capital Stack Architecture: Seamlessly model complex capital structures, integrating Senior Debt, Mezzanine layers (Cash vs. PIK), and Sponsor Equity cash flow waterfalls. • Automated Risk Detection: Real-time covenant breach monitoring and precise equity gap calculations at the refinance milestone to mitigate default risk. • Audit-Ready Intelligence: Instantly generate institutional, boardroom-ready PDF and CSV reports complete with full amortization schedules tailored for investment committees and senior lenders. STRATA empowers financial decision-makers with definitive downside protection and institutional clarity across complex market cycles.

Who Is the Company Behind STRATA_Capital Intelligence Stack?

Stratio

Stratio is a market leader in the data management space with our end-to-end Generative AI Data Fabric product. It's the world-first and allows customers from banking, insurance, retail, manufacturing and other industries to use Generative AI in their company, with their data, with complete security. Our product uses Generative AI to give instant value from Enterprise Data directly to the business users who can automatically build self-service data products based on fully automated data access and data governance, security and quality, at an enterprise level and at scale. Learn more at www.stratio.com

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Stratio?

  • Seller: Stratio
  • Year Founded: 2014
  • HQ Location: Madrid, ES
  • LinkedIn® Page: www.linkedin.com
    218 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Stratio?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 21, 2026