Best Data Science and Machine Learning Platforms - Page 91

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)

sAInaptic

Who Is the Company Behind sAInaptic?

  • Seller: sAInaptic
  • HQ Location: Greater London, England, United Kingdom
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Sairone

Who Is the Company Behind Sairone?

  • Seller: Sairone
  • Year Founded: 2021
  • HQ Location: Toronto, CA
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

SalesAnalytics AI

SalesAnalytics AI is an advanced platform designed to revolutionize sales performance through artificial intelligence. By integrating AI-driven analytics, it empowers sales teams to make data-informed decisions, optimize processes, and enhance overall efficiency. The platform offers real-time insights into sales activities, pipeline performance, and customer behaviors, enabling organizations to identify trends, forecast outcomes, and implement strategic improvements. Key Features and Functionality: - AI-Driven Forecasting: Utilizes predictive models to provide accurate revenue forecasts and scenario simulations, aiding in strategic planning. - Automated Insight Generation: Delivers real-time analysis of sales data, highlighting fluctuations and offering actionable recommendations. - Deal and Account Scoring: Employs AI to assess deal probabilities and account health, focusing efforts on high-potential opportunities. - Conversation Intelligence: Analyzes sales calls and meetings to extract valuable insights, improving communication strategies. - Unified Dashboards: Consolidates data from CRM, marketing, and customer success platforms into a single, comprehensive view. - Real-Time Anomaly Detection: Identifies unexpected changes in pipeline or performance, allowing for prompt corrective actions. Primary Value and Solutions Provided: SalesAnalytics AI addresses common challenges in sales management by offering a centralized platform that enhances visibility and control over the sales process. It reduces the time spent on manual data analysis, minimizes errors in forecasting, and identifies areas for improvement. By leveraging AI, sales teams can focus on building relationships and closing deals, leading to increased revenue and sustained business growth.

Who Is the Company Behind SalesAnalytics AI?

sanbi.ai

Who Is the Company Behind sanbi.ai?

  • Seller: sanbi.ai
  • Year Founded: 2025
  • HQ Location: DALLAS, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

SandLogic

SandLogic (SL) is a Full-stack Enterprise AI company that provides LCNC platforms to develop Deep Learning applications to run on Edge devices.

Who Is the Company Behind SandLogic?

Sapere.ai

Who Is the Company Behind Sapere.ai?

  • Seller: Sapere.ai
  • Year Founded: 2011
  • HQ Location: Saint-Lambert, CA
  • LinkedIn® Page: www.linkedin.com
    35 employees on LinkedIn®

Sapien

Who Is the Company Behind Sapien?

SapientAI

Sophelio, formerly known as SapientAI, is an AI and machine learning company based in Austin, Texas, specializing in developing scalable, production-ready data systems for complex scientific and industrial domains. The company focuses on creating signal-first, provenance-driven systems that ensure reproducibility, interpretability, and operational trust in environments where these factors are critical. Key Features and Functionality: - Data Fusion Labeler (dFL): Sophelio's flagship platform, dFL, is designed for harmonizing, labeling, and exporting complex multimodal time-series data with full provenance. It offers visual DSP pipelines, Python-powered autolabeling, and schema-compliant exports, enabling users to transform raw signals into machine learning-ready assets efficiently. - Advanced Time Series Solutions: The company provides tools that allow users to uncover key drivers behind their data, visualize complex patterns, and confidently predict future outcomes. These solutions empower organizations to anticipate challenges and optimize operations for maximum efficiency. - AI and Machine Learning Integration: Sophelio seamlessly integrates AI solutions into existing systems through front-end GUIs, custom APIs, or backend libraries, delivering rapid results while saving time and effort. Primary Value and Solutions: Sophelio addresses the challenges of managing and analyzing complex, high-stakes sensor data by providing tools that ensure rigorous, reproducible, and trustworthy data workflows. Their solutions enable organizations to transform large, heterogeneous datasets into actionable intelligence, bridging the gap between raw data and deployable machine learning systems in real-world environments. By focusing on signal-first analytics and data harmonization, Sophelio empowers industries such as advanced manufacturing, robotics, energy, and scientific research to make data-driven decisions with confidence.

Who Is the Company Behind SapientAI?

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?

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?

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?

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