Best Data Science and Machine Learning Platforms - Page 48

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)

Genspark

Genspark is an AI-driven platform designed to revolutionize the way businesses harness artificial intelligence for their operations. By offering a suite of tools and services, Genspark enables organizations to seamlessly integrate AI solutions, enhancing efficiency and driving innovation. Key Features and Functionality: - Custom AI Model Development: Tailor-made AI models that align with specific business needs. - Data Analysis and Insights: Advanced analytics to derive actionable insights from complex datasets. - Automated Processes: Streamlining operations through intelligent automation. - Scalable Solutions: Flexible AI services that grow with your business. - User-Friendly Interface: Intuitive design ensuring ease of use for all team members. Primary Value and Solutions: Genspark addresses the challenge of integrating AI into business processes by providing accessible and customizable solutions. It empowers companies to leverage AI without the need for extensive technical expertise, thereby enhancing productivity, fostering innovation, and maintaining a competitive edge in the market.

Who Is the Company Behind Genspark?

Gentables

Gentables is an AI-powered tool designed to transform unstructured data into structured, editable tables effortlessly. By leveraging advanced language models, it enables users to extract tables from various sources—including webpages, PDFs, images, and documents—or generate new tables from prompts and page content, all without requiring any coding skills. Key Features and Functionality: - AI-Powered Table Extraction: Automatically extracts tables from over 20 file types, including images and URLs, simplifying data retrieval. - Data Analysis and Manipulation: Offers an AI Copilot to clean, merge, and perform calculations on extracted tables, facilitating efficient data processing. - Insight Generation: Generates summaries, charts, or new tables from existing data, providing valuable insights without manual effort. - Interactive Interface: Features a user-friendly workspace for editing, copying, and pasting data, with options to export or share in CSV, Excel, or Markdown formats. - Integration and Automation: Includes a Chrome extension for seamless table extraction and supports automated workflows to enhance productivity. Primary Value and User Solutions: Gentables addresses the challenge of converting unstructured data into organized, actionable information. It empowers professionals, researchers, and non-technical users to efficiently extract and analyze data from diverse sources, eliminating the need for complex coding or custom development. By automating data extraction and analysis, Gentables enhances productivity and enables users to focus on deriving insights and making informed decisions.

Who Is the Company Behind Gentables?

GeoAI

Who Is the Company Behind GeoAI?

  • Seller: GeoAI
  • Year Founded: 2023
  • HQ Location: Sydney, AU
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Getdeltadriven

DeltaDriven is a comprehensive data analytics platform designed to empower businesses by transforming raw data into actionable insights. It offers a suite of tools that facilitate data integration, visualization, and advanced analytics, enabling organizations to make informed decisions and drive growth. Key Features and Functionality: - Data Integration: Seamlessly connect and consolidate data from multiple sources, ensuring a unified view of business information. - Advanced Analytics: Utilize machine learning algorithms and statistical models to uncover patterns, trends, and predictive insights. - Customizable Dashboards: Create interactive and personalized dashboards that provide real-time metrics and KPIs tailored to specific business needs. - Collaboration Tools: Facilitate team collaboration by sharing reports and insights, enhancing collective decision-making processes. - Scalability: Adapt to varying data volumes and business sizes, ensuring consistent performance as organizational needs evolve. Primary Value and Problem Solved: DeltaDriven addresses the challenge of data fragmentation and complexity by providing a unified platform that simplifies data analysis. It empowers users to extract meaningful insights without requiring extensive technical expertise, thereby accelerating decision-making processes and fostering a data-driven culture within organizations.

Who Is the Company Behind Getdeltadriven?

GetEstimate.ai

GetEstimate.ai is an AI-powered project estimation platform designed to deliver accurate and tailored estimates across various industries, including IT, construction, marketing, and consulting. By leveraging advanced machine learning models, it streamlines the often complex processes of project planning and budgeting, making them more accessible and efficient for freelancers, small businesses, and large enterprises alike. The platform's intuitive interface allows users to input project details and receive precise estimations, thereby enhancing decision-making and project outcomes. Key Features and Functionality: - AI-Driven Accuracy: Employs sophisticated AI models to generate highly accurate and reliable project estimates, reducing the likelihood of human error. - Multi-Industry Support: Offers customized estimations tailored to the specific needs of various sectors, including IT, construction, marketing, and consulting. - Scalable Solutions: Provides flexible pricing plans to accommodate a range of users, from individual freelancers to large enterprises, ensuring scalability as business needs evolve. - User-Friendly Interface: Features an intuitive platform that simplifies the estimation process, allowing users to generate detailed estimates with minimal effort. - Real-Time Adjustments: Allows for real-time modifications to estimates based on changing project parameters, ensuring that projections remain accurate and up-to-date. Primary Value and Problem Solved: GetEstimate.ai addresses the common challenges of time-consuming and often inaccurate manual project estimations. By automating the estimation process through AI, it significantly reduces the time and effort required, while enhancing the precision of project forecasts. This leads to more reliable budgeting and planning, ultimately improving project outcomes and profitability. The platform's adaptability across multiple industries and its scalability make it a versatile tool for professionals seeking to optimize their project estimation processes.

Who Is the Company Behind GetEstimate.ai?

Getinfernoai

InfernoAI is an advanced artificial intelligence platform designed to enhance business operations by automating complex processes and providing insightful analytics. It leverages cutting-edge machine learning algorithms to deliver accurate predictions and data-driven decisions, enabling organizations to optimize performance and drive innovation. Key Features and Functionality: - Automated Process Optimization: Streamlines workflows by identifying inefficiencies and implementing AI-driven solutions. - Predictive Analytics: Utilizes historical data to forecast trends and outcomes, aiding in strategic planning. - Customizable AI Models: Offers tailored machine learning models to meet specific business needs. - Real-Time Data Processing: Processes large volumes of data in real-time, ensuring timely insights. - User-Friendly Interface: Provides an intuitive dashboard for easy monitoring and management of AI operations. Primary Value and Solutions: InfernoAI empowers businesses to make informed decisions by transforming raw data into actionable insights. It addresses challenges such as operational inefficiencies, data overload, and the need for rapid adaptation to market changes. By automating routine tasks and offering predictive capabilities, InfernoAI enables organizations to focus on strategic initiatives, enhance productivity, and maintain a competitive edge in their industry.

Who Is the Company Behind Getinfernoai?

Getmegaportal

RecoFeed is a tool designed to help you create a personalized recommendation feed for your audience. This feed compiles a curated list of items tailored to your users' interests, ranging from articles and products to videos and other users. Key Features and Functionality: - Personalized Recommendations: RecoFeed generates customized feeds based on individual user preferences, enhancing engagement and satisfaction. - Local Data Processing: Utilizing CloseVector, a cross-platform vector database, RecoFeed operates directly on the user's device. This ensures that recommendations are generated in real time without transmitting personal data to external servers, thereby maintaining user privacy. - User-Friendly Integration: RecoFeed offers an easy-to-implement solution for developers aiming to incorporate personalized recommendation systems into their applications. Primary Value and User Solutions: RecoFeed addresses the challenge of delivering relevant content to users by providing a personalized recommendation system that operates locally on their devices. This approach not only enhances user engagement through tailored content but also upholds privacy by keeping data processing on-device. Additionally, RecoFeed offers its basic services free of charge, making it an accessible solution for developers seeking to implement recommendation features without incurring significant costs.

Who Is the Company Behind Getmegaportal?

Getroe

Roe AI is an advanced data analytics platform that leverages artificial intelligence to transform unstructured data into actionable insights. Designed for industries such as finance, insurance, and e-commerce, Roe AI streamlines data processing, enhances decision-making, and optimizes operational efficiency. Key Features and Functionality: - AI-Powered Data Extraction: Efficiently converts complex documents, including PDFs and web data, into structured datasets, reducing manual transcription time by up to 50%. - Multimodal SQL Engine: Enables users to perform AI-driven queries across various data types—text, images, audio, and video—facilitating comprehensive data analysis through a unified interface. - Risk and Compliance Management: Provides continuous monitoring and analysis to detect emerging risks, fraudulent activities, and compliance issues, particularly in sectors like insurance and financial services. - Automated Resume Screening: Utilizes AI to analyze and filter large volumes of resumes, identifying top candidates based on predefined criteria, thereby accelerating the recruitment process. Primary Value and Solutions Provided: Roe AI addresses the challenges of managing and interpreting vast amounts of unstructured data by offering scalable, AI-driven solutions that enhance data accuracy and operational efficiency. By automating complex data extraction and analysis tasks, Roe AI empowers organizations to make informed decisions swiftly, maintain compliance, and gain a competitive edge in their respective industries.

Who Is the Company Behind Getroe?

  • Seller: Roe AI
  • Year Founded: 2023
  • HQ Location: San Mateo, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Gigalogy

Gigalogy Personalizer is an AI-driven omnichannel personalization platform tailored for e-commerce businesses. By leveraging advanced artificial intelligence, it enhances product discovery, user engagement, and revenue growth, ultimately increasing the lifetime value of each customer. The platform personalizes every step of the customer journey, from initial site visit to checkout, ensuring that users find the right products at the right time. Early adopters have reported a 50% increase in click-through rates, a 20% boost in revenue, and a threefold rise in repeat customers within six months. Key Features and Functionality: - Personalized Search Results: Guides consumers to desired products or suggests alternatives that align with their interests. - Real-time Product Recommendations: Understands consumer preferences and offers complementary product suggestions to enhance the shopping experience. - Generative AI-powered Advisor: Provides real-time assistance, addressing inquiries and offering valuable advice to ensure a seamless path to purchase. - Dynamic Pricing: Adjusts prices in real-time to optimize sales and revenue. - Easy Integration: Offers seamless integration into web and mobile applications through SDKs or REST APIs. Primary Value and Solutions Provided: Gigalogy Personalizer addresses the challenge of delivering personalized shopping experiences in e-commerce. By utilizing AI-driven personalization, it ensures that customers receive tailored product recommendations and search results, leading to increased engagement and satisfaction. The platform's real-time capabilities, including dynamic pricing and AI-powered assistance, help businesses optimize sales and build stronger customer relationships. Its ease of integration allows companies to quickly implement and benefit from advanced personalization without extensive technical resources.

Who Is the Company Behind Gigalogy?

Gilion

Who Is the Company Behind Gilion?

  • Seller: Gilion
  • Year Founded: 2021
  • HQ Location: Stockholm, SE
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Gins AI

Who Is the Company Behind Gins AI?

Gitlights

Gitlights is an advanced GitHub analytics platform that leverages artificial intelligence to provide comprehensive insights into your development team's activities. By analyzing commits, pull requests, and developer skills, Gitlights offers detailed visualizations that illuminate the intricacies of your GitHub repositories. This empowers teams to make informed decisions, optimize workflows, and unlock their full potential. Key Features and Functionality: - Commits and Pull Requests Analytics: Visualize historical data on added and deleted lines, assess performance using indicators like RSI and EMA, and filter insights by date, repository, or developer. - Developer Skills Analysis: Identify individual strengths and areas for improvement by examining contributions, problem-solving capabilities, and leadership in code reviews. - Investment Balance Monitoring: Categorize commits into areas such as fixes, refactoring, new development, security, and documentation to ensure alignment with organizational goals. - Developers Map: Gain a clear view of team dynamics by distinguishing between individual and collective contributors, enhancing collaboration and efficiency. - Benchmarking: Compare your team's performance with industry standards or similar-sized companies through visual graphs and essential statistics. - Smart Reports: Receive AI-driven weekly and monthly reports via email or Slack, keeping you updated on your team's progress and highlighting key insights. Primary Value and Problem Solved: Gitlights addresses the challenge of understanding and optimizing development team performance by transforming raw GitHub data into actionable insights. It enables organizations to monitor productivity, identify bottlenecks, and make strategic decisions based on precise analytics. By providing a holistic view of development activities, Gitlights fosters continuous improvement, enhances collaboration, and drives excellence within teams.

Who Is the Company Behind Gitlights?

G LNK

G LNK is a comprehensive healthcare intelligence platform designed to empower life sciences organizations with real-time, data-driven insights. By integrating extensive datasets—including over 9.2 million healthcare professional (HCP) profiles, 68,000 healthcare institutions, and billions of claims—G LNK provides a unified view of the healthcare ecosystem. This enables users to make informed decisions, optimize sales strategies, and ensure compliance across various healthcare markets. Key Features and Functionality: - HCP Profiles: Access detailed information on more than 9.2 million healthcare professionals, encompassing specialties, procedures, prescribing behaviors, affiliations, and verified contact details. - Hospital & Health System Data: Explore data from over 68,000 institutions, including bed counts, payer mix, technology adoption, and quality metrics, to understand institutional dynamics. - Payments & Fair Market Value (FMV): Monitor over $11 billion in tracked payments and utilize real-time FMV benchmarks to ensure compliant engagements with HCPs and key opinion leaders. - Medical Device Utilization: Analyze adoption and utilization data for more than 200,000 medical devices and implants across providers, facilities, and procedures. - Prescribing & Treatment Data: Leverage over 3 billion claims to gain insights into HCP-level prescription data, including treatment patterns, market share, switching behaviors, and formulary preferences. - Procedure & Activity Data: Utilize over 5 billion claims-based procedure data to analyze volumes, trends, and patterns of care delivery by clinician and facility. Primary Value and Solutions: G LNK addresses the critical need for accurate, comprehensive, and actionable healthcare data. By consolidating vast amounts of information into a single platform, it enables life sciences organizations to: - Enhance Sales Strategies: Identify and engage key healthcare professionals and institutions with precision, leading to more effective sales and marketing efforts. - Optimize Market Analysis: Size markets, discover whitespace opportunities, forecast demand, and make faster, data-driven commercial decisions with real-world healthcare insights. - Ensure Compliance: Manage fair market value assessments, code of conduct adherence, and transparency reporting seamlessly, ensuring compliant engagements across every market. By providing a single source of truth for healthcare markets, G LNK empowers organizations to navigate the complexities of the healthcare industry with confidence and efficiency.

Who Is the Company Behind G LNK?

  • Seller: G LNK
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    3,282 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026