Best Data Science and Machine Learning Platforms - Page 77

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

Total Products under this Category: 1,649

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
  • 1,649+ 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, Dataiku, 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=dataiku&focus%5B%5D=hex-tech-hex)

Peak Power

Who Is the Company Behind Peak Power?

  • Seller: Peak Power
  • Year Founded: 2015
  • HQ Location: Toronto, Ontario, Canada
  • LinkedIn® Page: www.linkedin.com
    80 employees on LinkedIn®

PeakWave AI

PeakWave 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, PeakWave AI enables organizations to streamline processes, improve decision-making, and drive innovation. Key Features and Functionality: - Intelligent Automation: Automates repetitive tasks, reducing manual effort and increasing operational efficiency. - Data Analytics: Provides comprehensive data analysis tools to uncover valuable insights and trends. - Customizable Solutions: Offers tailored AI models to meet specific business needs across various industries. - Scalability: Designed to scale with business growth, accommodating increasing data volumes and complexity. - User-Friendly Interface: Features an intuitive interface for easy integration and use by non-technical staff. Primary Value and Problem Solving: PeakWave AI addresses the challenge of managing complex business processes and large datasets by providing intelligent automation and insightful analytics. This empowers organizations to make informed decisions, optimize operations, and stay competitive in a rapidly evolving market.

Who Is the Company Behind PeakWave AI?

PEAX Data

PEAX Data, now rebranded as Captain, offers an AI-powered retail analytics platform designed to streamline category management for Fast-Moving Consumer Goods (FMCG) companies. By integrating diverse data sources into a unified system, the platform enables category managers to efficiently analyze retail insights and identify key trends. This automation reduces manual data harmonization efforts by up to 60%, allowing managers to focus on strategic decision-making and driving category growth. Key Features and Functionality: - Automated Data Integration: Combines multiple retail data sources into a single, cohesive platform. - AI-Driven Insights: Provides recommendations for optimizing category performance. - Price Elasticity Prediction: Utilizes machine learning models to forecast optimal pricing strategies. - Demand Forecasting: Employs algorithms to predict production needs and plan accordingly. - Inventory Optimization: Aligns inventory levels with anticipated demand and supply chain data. - Customizable Dashboards: Offers visual representations of key performance indicators (KPIs). - AI-Assisted Task Automation: Automates routine category management tasks to enhance efficiency. Primary Value and User Solutions: Captain addresses the challenges FMCG companies face in managing fragmented retail data and the time-consuming process of manual data harmonization. By automating these processes and providing AI-driven insights, the platform empowers category managers to make informed decisions swiftly, optimize pricing and inventory strategies, and ultimately drive category growth. This leads to increased efficiency, reduced operational costs, and enhanced competitiveness in the market.

Who Is the Company Behind PEAX Data?

Pega GenAI

With Pega GenAI™, AI and automation do the heavy lifting, so your people can focus on the good stuff. And with enterprise-ready governance built in, you can innovate with confidence.

Who Is the Company Behind Pega GenAI?

  • Seller: Pegasystems
  • Year Founded: 1983
  • HQ Location: Cambridge, MA
  • Twitter: @pega
    45,022 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,558 employees on LinkedIn®
  • Ownership: NASDAQ:PEGA

Peopledatalabs

People Data Labs (PDL) is a leading provider of B2B data solutions, offering comprehensive datasets and APIs that empower businesses to enrich their applications with high-quality person and company information. By integrating PDL's data, organizations can enhance their customer relationship management (CRM) systems, improve lead generation, and gain deeper insights into their target markets. Key Features and Functionality: - Person Enrichment API: Provides detailed information on individuals, including professional and social profiles, enabling businesses to enhance their user data. - Company Search API: Allows users to search and retrieve comprehensive company data, facilitating market research and competitive analysis. - Salesforce Integration: Seamlessly integrates with Salesforce to enrich CRM data, ensuring up-to-date and accurate customer information. - Data Licensing: Offers bulk datasets for on-premise use, providing flexibility and control over data management. Primary Value and Solutions: PDL addresses the challenge of maintaining accurate and comprehensive customer and market data. By leveraging PDL's solutions, businesses can: - Enhance Data Quality: Ensure CRM and marketing databases are enriched with accurate and up-to-date information. - Improve Lead Generation: Access detailed profiles to identify and target potential customers more effectively. - Gain Market Insights: Utilize extensive company data for informed decision-making and strategic planning. By integrating PDL's data solutions, organizations can streamline operations, improve customer engagement, and drive business growth.

Who Is the Company Behind Peopledatalabs?

  • Seller: People Data Labs
  • Year Founded: 2015
  • HQ Location: San Francisco, CA
  • Twitter: @PeopleDataLabs
    1,318 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    94 employees on LinkedIn®

Perceptionai

PerceptionAI is an advanced artificial intelligence platform designed to enhance data analysis and decision-making processes across various industries. By leveraging cutting-edge machine learning algorithms, it provides users with deep insights, predictive analytics, and automated solutions to complex problems. The platform is tailored to meet the needs of businesses seeking to optimize operations, improve customer experiences, and drive innovation through data-driven strategies. Key Features and Functionality: - Advanced Data Analytics: Utilizes sophisticated algorithms to process and analyze large datasets, uncovering patterns and trends that inform strategic decisions. - Predictive Modeling: Offers tools to build and deploy predictive models, enabling businesses to anticipate market changes and customer behaviors. - Automated Decision-Making: Integrates AI-driven automation to streamline workflows, reducing manual intervention and increasing efficiency. - Customizable Solutions: Provides flexible modules that can be tailored to specific industry requirements, ensuring relevance and effectiveness. - User-Friendly Interface: Features an intuitive design that allows users of varying technical expertise to navigate and utilize the platform effectively. Primary Value and Problem Solved: PerceptionAI addresses the challenge of extracting actionable insights from vast and complex datasets. By automating data analysis and predictive modeling, it empowers organizations to make informed decisions swiftly, reducing the time and resources spent on manual data processing. This leads to enhanced operational efficiency, improved customer satisfaction, and a competitive edge in the market.

Who Is the Company Behind Perceptionai?

Perle

Who Is the Company Behind Perle?

  • Seller: Perle
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    135 employees on LinkedIn®

Persist AI

Persist AI is revolutionizing pharmaceutical formulation development by integrating artificial intelligence and robotics to expedite the creation of drug formulations. Traditionally, developing long-acting injectables and other complex drug formulations can take several years; Persist AI's innovative approach reduces this timeline significantly, enabling faster delivery of life-saving medications to patients. Key Features and Functionality: - Cloud Lab: A remote-access platform that allows pharmaceutical scientists to design and execute formulation experiments via the cloud, with robotic systems performing the physical tasks in Persist AI's state-of-the-art laboratory. - Formulation Development: Utilizing AI-driven predictions and high-throughput robotic experimentation, Persist AI's scientists develop formulations that meet specific target product profiles efficiently. - Commercial cGMP Manufacturing: Post-formulation discovery, Persist AI offers automated aseptic manufacturing lines to produce clinical and production batches, ensuring compliance with current Good Manufacturing Practice (cGMP) standards. - Analytical Support: Comprehensive analytical capabilities, including integrated High-Performance Liquid Chromatography (HPLC), spectrophotometry, and Raman spectroscopy, provide detailed insights into each formulation. Primary Value and User Solutions: Persist AI addresses the critical bottleneck in drug development by significantly reducing the time and resources required for formulation discovery and optimization. By leveraging AI and robotics, the company enables pharmaceutical firms to accelerate the development of long-acting injectables and other complex formulations, improving patient compliance and outcomes. This approach not only enhances the efficiency of drug development pipelines but also facilitates the rapid introduction of innovative therapies to the market.

Who Is the Company Behind Persist AI?

  • Seller: Persist AI
  • Year Founded: 2022
  • HQ Location: West Sacramento, US
  • LinkedIn® Page: www.linkedin.com
    2,484 employees on LinkedIn®

Physarum Machine Learning

Physarum Machine Learning is a comprehensive AI and machine learning platform designed to empower engineers, data scientists, and analysts to derive trustworthy, actionable insights and efficiently solve complex problems. By offering a suite of self-service tools, integrated lifecycle management, and automated processes, Physarum enables the delivery of models, machine learning services, or entire AI applications in days rather than months. Key Features and Functionality: - No-Code Drag-and-Drop Model Development: Access over 200 pre-built algorithms and machine learning pipeline templates that can be configured and connected through a graphical user interface. For developers, the Physarum SDK provides a domain-specific language (DSL) to design sophisticated machine learning and deep learning pipelines with minimal coding. - AutoML for Rapid Experimentation: Automate the creation of advanced machine learning pipelines for computer vision, natural language processing (NLP), and tabular data. Physarum AutoML identifies top-performing pipelines, enabling the production of high-quality models in minutes. - Model Lifecycle Management: Manage the entire model lifecycle with built-in tools for hyperparameter optimization, experiment tracking, and visualization. Automatically version control code, pipelines, and parameters to ensure reproducibility and facilitate comparison of experimental runs to identify high-performing models. - Custom Interactive Workspaces for Developers: Launch interactive environments with built-in support for Jupyter notebooks and pre-installed machine learning libraries. Instantly deploy any machine learning or deep learning framework with native integration to NVIDIA GPU-optimized containers. Scale workloads seamlessly across on-premise, cloud, or hybrid compute engines with native Kubernetes and Spark integration. - Integrated Operationalization Framework: Utilize an integrated continuous integration and continuous deployment (CI/CD) framework to deploy production-grade endpoints directly from the workspace environment. Simplify tasks such as tracking, monitoring, configuration, compute resource management, serving infrastructure, and model deployment without the need for a fully-fledged code-based CI/CD framework. Primary Value and Problem Solved: Physarum Machine Learning addresses the challenges of developing and deploying machine learning models by providing a unified platform that streamlines the entire process. It reduces the time and complexity associated with building AI applications, making machine learning accessible to both newcomers and experienced practitioners. By automating non-creative tasks and offering flexible, extendable tools, Physarum enables organizations to rapidly develop, deploy, and manage machine learning solutions, thereby accelerating innovation and delivering business value more efficiently.

Who Is the Company Behind Physarum Machine Learning?

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