Best Data Science and Machine Learning Platforms - Page 89

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

Total Products under this Category: 1,647

Category Stats (Oct 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Palantir Foundry (+1.15%) - Among all products in this category, Palantir Foundry recorded the largest rating increase compared to last month

Last updated: October 13, 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
  • 14,600+ Authentic Reviews
  • 1,647+ 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 Dataiku.

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=dataiku)

Sapientml

SapientML is an advanced AutoML technology designed to streamline the creation of high-quality AI models by learning from existing datasets and their associated human-crafted pipelines. By analyzing a corpus of prior solutions, SapientML efficiently generates optimized machine learning pipelines tailored to new predictive tasks, significantly reducing the time and expertise required for model development. Key Features: - High Speed: SapientML accelerates AI model generation by evaluating only the most plausible machine learning pipelines, avoiding exhaustive searches and thereby expediting the development process. - Transparency: The platform provides clear, understandable machine learning programs complete with explanations, allowing users to easily comprehend the construction and functionality of the generated AI models. - High Accuracy: Leveraging knowledge from previously successful programs, SapientML predicts and constructs highly accurate AI models, ensuring reliable performance in various predictive tasks. Primary Value: SapientML addresses the challenges of time-consuming and complex AI model development by automating the synthesis of machine learning pipelines. It empowers users to rapidly build transparent and accurate AI models without the need for extensive manual intervention or deep expertise in machine learning, thereby democratizing access to advanced AI capabilities.

Who Is the Company Behind Sapientml?

Sapiom

Sapiom is the platform to ship, run, and scale AI agents. It provides an OpenAI-compatible model router that automatically selects the most efficient allowed model for each task and meters every call, helping teams control cost, latency, and reliability across agent workloads. Suggested category: Financial automation AI platform.

Who Is the Company Behind Sapiom?

SAS Viya for Learners

Who Is the Company Behind SAS Viya for Learners?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

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How it works

Satellyte

Satellyte is an advanced AI-powered platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Satellyte enables organizations to extract actionable 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: - Data Integration: Seamlessly connects with various data sources, ensuring comprehensive data aggregation. - Advanced Analytics: Utilizes sophisticated machine learning models to uncover patterns and trends. - Automated Reporting: Generates real-time reports and visualizations for informed decision-making. - Customizable Dashboards: Offers user-friendly dashboards tailored to specific business needs. - Scalability: Adapts to businesses of all sizes, from startups to large enterprises. Primary Value and Solutions: Satellyte addresses the challenge of data overload by providing a streamlined platform that simplifies data analysis and interpretation. It empowers users to make data-driven decisions quickly, reducing the time and resources spent on manual data processing. By automating routine tasks and offering predictive insights, Satellyte enhances operational efficiency and drives business growth.

Who Is the Company Behind Satellyte?

SAVVI AI

SAVVI AI is a low-code, end-to-end Machine Learning tool, empowering teams to quickly and easily create products that learn.

Who Is the Company Behind SAVVI AI?

  • Seller: SAVVI AI
  • HQ Location: Chicago, Illinois, United States
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Scaledinference

Scaled Inference is an artificial intelligence company that offers cloud-based AI services designed to enhance business processes and decision-making. Founded in 2014 by Olcan Sercinoglu and Dmitry Lepikhin, both former members of Google Brain, the company provides a platform that enables users to integrate advanced machine learning capabilities into their applications without requiring extensive expertise in AI. Key Features and Functionality: - Pattern Recognition API: Analyzes user-input data to identify patterns and variances, facilitating insights into complex datasets. - User Response Analysis API: Evaluates how users answer questions, aiding in the interpretation of customer surveys and feedback. - Product Ranking API: Utilizes the platform's capabilities to rank products effectively, enhancing recommendation systems. Primary Value and User Solutions: Scaled Inference's platform democratizes access to sophisticated AI tools, allowing businesses to implement machine learning solutions without the need for in-depth technical knowledge. By offering APIs that focus on pattern recognition, user response analysis, and product ranking, the company empowers organizations to optimize their operations, improve customer engagement, and drive growth through data-driven decisions.

Who Is the Company Behind Scaledinference?

Scentra

Scentra is an advanced AI-powered platform designed to revolutionize the way businesses analyze and interpret data. By leveraging cutting-edge machine learning algorithms, Scentra enables organizations to extract meaningful insights from complex datasets, facilitating informed decision-making and strategic planning. Key Features and Functionality: - Data Integration: Seamlessly combines data from multiple sources, providing a unified view for comprehensive analysis. - Predictive Analytics: Utilizes sophisticated algorithms to forecast trends and outcomes, empowering proactive business strategies. - Customizable Dashboards: Offers intuitive, user-friendly interfaces that can be tailored to display relevant metrics and KPIs. - Automated Reporting: Generates detailed reports with actionable insights, reducing manual effort and enhancing efficiency. - Scalability: Adapts to varying data volumes and business sizes, ensuring consistent performance as organizations grow. Primary Value and Solutions Provided: Scentra addresses the challenge of data overload by transforming raw information into actionable intelligence. It empowers businesses to make data-driven decisions, optimize operations, and identify new opportunities. By automating complex analytical processes, Scentra reduces the time and resources required for data analysis, allowing organizations to focus on strategic initiatives and maintain a competitive edge in their respective industries.

Who Is the Company Behind Scentra?

Sciloop

Sciloop is an AI-powered platform designed to revolutionize scientific research by automating the entire research process, from hypothesis generation to experiment execution and paper drafting. Founded by MIT alumni and International Physics Olympiad medalists, Sciloop aims to accelerate scientific discovery by reducing the manual workload traditionally associated with research. Key Features and Functionality: - Automated Research Workflow: Sciloop handles the entire research lifecycle, allowing researchers to focus on core concepts while the platform manages the rest. - Autonomous Experimentation: The platform runs experiments and iterates based on results, streamlining the research process and saving valuable time. - Cloud-Native Research Agent: Sciloop Lab v_0 is a cloud-native research agent designed to autonomously conduct machine learning research. Primary Value and User Solutions: By automating the complexities of machine learning workflows, Sciloop enables researchers to focus on innovation and discovery. The platform removes the burden of infrastructure and experimentation, leading to faster and more reproducible research outcomes. This approach empowers researchers to accelerate discovery and push the boundaries of scientific knowledge.

Who Is the Company Behind Sciloop?

Scinapse.AI

Scinapse.AI is a data science consultancy founded by Dr. Nas Mouti, dedicated to making advanced data science and AI technologies accessible to small and medium-sized businesses. By leveraging cutting-edge algorithms, Scinapse.AI empowers organizations to achieve their business objectives more efficiently and accurately, ultimately enhancing their bottom line. The company offers a comprehensive suite of services, including machine learning for marketing, data visualization through interactive dashboards, sentiment and reputation analysis, secure cloud storage solutions, future forecasting, data mining, open-source software development, and data management consulting. With expertise spanning data analytics, machine learning, cloud technologies, natural language processing, time series analysis, and data visualization, Scinapse.AI provides tailored solutions to address complex business challenges. By transforming raw data into actionable insights, Scinapse.AI enables businesses to make informed decisions, optimize operations, and drive growth. Key Features and Functionality: - Machine Learning for Marketing: Utilizes algorithms for customer segmentation, churn prediction, and lifetime value modeling to enhance marketing strategies. - Dashboards and Visualization: Creates real-time, interactive graphics that convey data trends and insights at a glance. - Sentiment and Reputation Analysis: Employs neural networks to assess online reviews and social media mentions, estimating brand reputation. - Databases and Cloud Storage: Provides secure, scalable, and cost-effective cloud storage solutions with flexible billing. - Future Forecasting and Projections: Delivers accurate sales projections and other forecasts using advanced machine learning and time series methods. - Data Mining with AI: Unlocks the value of accumulated data, transforming it into functional assets or products. - Open-Source Software Development: Develops custom data software using Python and JavaScript without expensive licensing fees. - Data Management Consulting: Offers strategic advice on data acquisition, processing, and modeling to optimize data utilization. Primary Value and Solutions: Scinapse.AI addresses the challenge many small and medium-sized businesses face in harnessing the power of data science and AI. By providing accessible, tailored solutions, the company enables organizations to transform raw data into actionable insights, leading to informed decision-making, optimized operations, and accelerated growth. Whether it's enhancing marketing strategies through machine learning, visualizing data trends via interactive dashboards, or securing scalable cloud storage, Scinapse.AI equips businesses with the tools and expertise needed to navigate the complexities of the modern data landscape.

Who Is the Company Behind Scinapse.AI?

Scrutari AI

Scrutari AI is an advanced artificial intelligence platform designed to enhance data analysis and decision-making processes for businesses across various industries. By leveraging cutting-edge machine learning algorithms, Scrutari AI enables organizations to extract meaningful insights from complex datasets, facilitating informed strategic decisions and operational efficiencies. Key Features and Functionality: - Automated Data Processing: Streamlines the ingestion, cleaning, and transformation of raw data, reducing manual effort and minimizing errors. - Predictive Analytics: Utilizes sophisticated models to forecast trends and outcomes, aiding in proactive business planning. - Natural Language Processing (NLP): Interprets and analyzes unstructured text data, enabling sentiment analysis, topic modeling, and more. - Customizable Dashboards: Offers interactive visualizations and reports tailored to specific business needs, enhancing data comprehension. - Scalability: Adapts to varying data volumes and complexities, ensuring consistent performance as business requirements evolve. Primary Value and User Solutions: Scrutari AI empowers organizations to harness the full potential of their data by providing tools that simplify complex analyses and reveal actionable insights. By automating routine tasks and offering predictive capabilities, it allows businesses to focus on strategic initiatives, improve operational efficiency, and gain a competitive edge in their respective markets.

Who Is the Company Behind Scrutari AI?

Scya

Scya is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Scya enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface ensures that users, regardless of technical expertise, can harness the full potential of their data assets. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, ensuring a unified view of all organizational data. - Automated Analytics: Employs machine learning to identify patterns, trends, and anomalies without manual intervention. - Customizable Dashboards: Offers interactive dashboards that can be tailored to display key performance indicators relevant to specific business needs. - Predictive Modeling: Provides tools to build and deploy predictive models, aiding in forecasting and strategic planning. - Collaboration Tools: Facilitates team collaboration by allowing multiple users to access, share, and comment on reports and analyses in real-time. Primary Value and Solutions Provided: Scya addresses the common challenges businesses face in managing vast amounts of data by offering a centralized platform that simplifies data analysis and interpretation. It eliminates the need for extensive technical expertise, enabling teams to make data-driven decisions swiftly. By automating routine analytical tasks, Scya reduces operational costs and minimizes human error. Ultimately, it empowers organizations to unlock the full potential of their data, leading to improved efficiency, innovation, and competitive advantage.

Who Is the Company Behind Scya?

  • Seller: Scya
  • Year Founded: 2025
  • HQ Location: Zurich, CH
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026