Best Data Science and Machine Learning Platforms - Page 46

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)

Galtea

Who Is the Company Behind Galtea?

GapScout

GapScout is an AI-powered market research tool designed to help businesses identify and capitalize on market opportunities by analyzing customer reviews. By systematically examining feedback from various platforms, GapScout uncovers key themes and gaps in the market, enabling companies to refine their offerings, discover new revenue streams, monitor competitors, and enhance sales strategies. Key Features and Functionality: - Insight Discovery: Analyzes customer reviews to identify positive and negative feedback, track opinion trends over time, and determine the most influential review platforms. - Competitor Analysis: Compares your business performance against competitors, highlighting strengths, weaknesses, and reasons customers choose alternative options. - Opportunity Monitoring: Utilizes AI-driven insights to pinpoint unmet needs, emerging trends, and underserved areas in the market, allowing businesses to position themselves effectively. Primary Value and User Solutions: GapScout empowers businesses to make data-driven decisions by providing actionable insights derived from real customer feedback. This approach eliminates guesswork, enabling companies to enhance their products or services, identify new market opportunities, stay ahead of competitors, and ultimately increase sales and profitability.

Who Is the Company Behind GapScout?

Gastrograph.com

Gastrograph AI is an advanced platform that leverages artificial intelligence to provide comprehensive insights into food and beverage products. By analyzing flavor, aroma, and texture preferences across diverse demographics, it enables companies to develop new products, optimize existing ones, and successfully enter new markets with precision and confidence. Key Features and Functionality: - Product Market Insights (PMI): Offers detailed analyses of a product's competitive landscape, including flavor profiles, competitive benchmarks, and market maps. - Predictive Intelligence: Utilizes AI models trained on the world's largest sensory database to predict consumer preferences, allowing for data-driven product development and optimization. - Augmented Data Utilization: Enhances the efficiency of existing data, enabling accurate predictions with fewer samples and facilitating preference predictions across various demographics. - Security and Data Segmentation: Employs a trunk and branch model for data collection, ensuring data security and confidentiality while maximizing insight depth. Primary Value and Problem Solved: Gastrograph AI addresses the challenges of high time-to-market costs, lengthy product development cycles, and the need for trustworthy insights in product and market optimization. By providing actionable, real-time data, it empowers companies to make informed decisions, reduce development time, and increase the likelihood of market success. This data-centric approach removes the guesswork from creating new food and beverage variants, leading to products that align closely with consumer preferences.

Who Is the Company Behind Gastrograph.com?

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

Gbox

Who Is the Company Behind Gbox?

  • Seller: Gbox
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Gemmo.AI

Gemmo.AI is an advanced artificial intelligence platform designed to streamline and enhance the development of machine learning models. By providing a comprehensive suite of tools and resources, it empowers data scientists and developers to build, train, and deploy models more efficiently and effectively. Key Features and Functionality: - Automated Model Training: Simplifies the training process by automating hyperparameter tuning and model selection, reducing the time and effort required to achieve optimal performance. - Data Preprocessing Tools: Offers a range of utilities for cleaning, transforming, and preparing datasets, ensuring high-quality input for model training. - Scalable Infrastructure: Supports seamless scaling of computational resources, accommodating projects of varying sizes and complexities without compromising performance. - Collaborative Environment: Facilitates teamwork through shared workspaces, version control, and integrated communication tools, promoting efficient collaboration among team members. - Deployment and Monitoring: Provides robust solutions for deploying models into production environments and monitoring their performance in real-time, enabling prompt adjustments and maintenance. Primary Value and User Solutions: Gemmo.AI addresses common challenges in the machine learning lifecycle by automating tedious tasks, enhancing collaboration, and offering scalable infrastructure. This results in accelerated development timelines, improved model accuracy, and reduced operational overhead. Users benefit from a more streamlined workflow, allowing them to focus on innovation and delivering impactful AI solutions.

Who Is the Company Behind Gemmo.AI?

  • Seller: Gemmo
  • Year Founded: 2023
  • HQ Location: Dublin, IE
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Genesy AI

Who Is the Company Behind Genesy AI?

  • Seller: Genesy AI
  • Year Founded: 2023
  • HQ Location: Barcelona, ES
  • LinkedIn® Page: www.linkedin.com
    96 employees on LinkedIn®

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®

Geolabe

Who Is the Company Behind Geolabe?

  • Seller: Geolabe
  • Year Founded: 2020
  • HQ Location: Los Alamos, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026