Best Data Science and Machine Learning Platforms - Page 40

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)

Elevin AI

Elevin AI is an advanced artificial intelligence platform designed to enhance business operations by automating complex tasks and providing insightful analytics. It leverages cutting-edge machine learning algorithms to process vast amounts of data, enabling organizations to make informed decisions swiftly and accurately. By integrating seamlessly with existing systems, Elevin AI offers a scalable solution that adapts to various industry needs, driving efficiency and innovation. Key Features and Functionality: - Data Processing and Analysis: Elevin AI efficiently handles large datasets, extracting meaningful patterns and trends to inform strategic decisions. - Automation of Routine Tasks: The platform automates repetitive processes, reducing manual workload and minimizing human error. - Predictive Analytics: Utilizing advanced algorithms, Elevin AI forecasts future trends and outcomes, aiding in proactive planning. - Customizable Solutions: The system is adaptable to specific business requirements, ensuring a tailored approach to problem-solving. - Seamless Integration: Elevin AI integrates with existing software and platforms, facilitating a smooth transition and continuous workflow. Primary Value and User Solutions: Elevin AI addresses the challenge of managing and interpreting large volumes of data by providing a robust platform that automates analysis and delivers actionable insights. This empowers businesses to optimize operations, enhance productivity, and maintain a competitive edge in their respective markets. By reducing the reliance on manual processes and offering predictive capabilities, Elevin AI enables organizations to focus on strategic initiatives and innovation.

Who Is the Company Behind Elevin AI?

Elix

Who Is the Company Behind Elix?

  • Seller: Elix
  • Year Founded: 2016
  • HQ Location: Chiyoda-ku, JP
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Emly Labs

Emly Labs is a comprehensive no-code AI platform designed to empower individuals and organizations to build, deploy, and manage AI solutions without the need for programming expertise. By offering a suite of intuitive tools, Emly Labs enables users to harness the full potential of both generative and predictive AI, facilitating seamless integration into various business processes. Key Features and Functionality: - Emly Generative AI Bots: Create and deploy customizable AI-powered bots to enhance customer engagement and drive business growth. - Emly DataLab: Accelerate data preparation and enrichment through a no-code approach, ensuring scalability for handling large datasets. - Emly Hub: Manage and deploy AI projects seamlessly with integrated AI management and collaboration tools on a user-friendly platform. - Emly AutoML: Automatically preprocess data, select algorithms, tune parameters, and evaluate models with minimal human intervention. - Emly Vizard: Simplify data visualization with quick and intuitive tools to enhance storytelling and uncover insights. - Emly X-Data: Incorporate external data to enhance insights, accuracy, and generalization in AI models. Primary Value and Solutions Provided: Emly Labs democratizes AI by eliminating the need for coding skills, making AI accessible to a broader audience. It addresses common challenges in AI adoption, such as complex data preparation, model selection, and deployment, by providing an integrated, no-code environment. This approach accelerates time-to-market for AI solutions, reduces costs associated with development, and fosters a data-driven culture within organizations. By simplifying AI processes, Emly Labs enables businesses to focus on deriving actionable insights and achieving tangible outcomes from their AI initiatives.

Who Is the Company Behind Emly Labs?

  • Seller: Emlylabs
  • Year Founded: 2023
  • HQ Location: Bengaluru, IN
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Endstation

Endstation is an advanced AI-powered platform designed to streamline and enhance the process of data analysis and visualization. By leveraging cutting-edge machine learning algorithms, Endstation enables users to extract meaningful insights from complex datasets efficiently. Its intuitive interface allows both technical and non-technical users to navigate and utilize the platform effectively, making data-driven decision-making more accessible across various industries. Key Features and Functionality: - Automated Data Processing: Endstation simplifies data preparation by automatically cleaning and organizing raw data, reducing the time and effort required for manual processing. - Advanced Analytics: The platform offers a suite of analytical tools that perform complex computations, identify patterns, and generate predictive models to uncover hidden trends within the data. - Interactive Visualizations: Users can create dynamic and customizable visual representations of their data, facilitating better understanding and communication of insights. - Collaboration Tools: Endstation supports real-time collaboration, allowing teams to work together seamlessly on data projects, share findings, and make collective decisions. - Scalability: Designed to handle large volumes of data, Endstation ensures performance remains optimal as data grows, making it suitable for businesses of all sizes. Primary Value and User Solutions: Endstation addresses the common challenges associated with data analysis, such as time-consuming data preparation, complex analytical processes, and the need for specialized knowledge. By automating and simplifying these tasks, Endstation empowers users to focus on interpreting results and making informed decisions. This leads to increased efficiency, more accurate insights, and a competitive edge in data-driven environments.

Who Is the Company Behind Endstation?

Energent.ai

Energent.ai is an AI-powered assistant designed to transform raw data into actionable insights without the need for coding or complex integrations. It automates repetitive tasks, enhances data processing, and provides real-time visualizations, enabling teams to focus on strategic decision-making. Key Features and Functionality: - Knowledge Hub: Aggregates data from multiple sources into a unified reference point, facilitating quick and efficient insight retrieval. - Customized Visualization: Generates clear, real-time dashboards and graphs, converting raw data into actionable intelligence without manual effort. - Agentic Workflow: Automates repetitive tasks such as data entry, scheduling, and form filling, freeing up human resources for higher-value work. - Data Engineering: Transforms unstructured information into structured, reliable datasets ready for analysis. - Continuous Learning: Learns from daily operations and historical data to improve recommendations over time. Primary Value and User Solutions: Energent.ai addresses the challenge of managing and interpreting vast amounts of data by providing an intuitive, no-code platform that automates data processing and analysis. It empowers users to make informed decisions quickly, reduces manual errors, and enhances productivity across various departments, including HR, finance, and operations. By simplifying complex workflows and offering real-time insights, Energent.ai enables organizations to focus on strategic initiatives and drive business growth.

Who Is the Company Behind Energent.ai?

Enjamb

Who Is the Company Behind Enjamb?

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

Enrich Layer

Enrich Layer is a comprehensive B2B data enrichment platform that provides developers and technical teams with a unified API to access real-time intelligence on people, companies, job postings, and web signals. By aggregating and normalizing vast amounts of public and structured data, Enrich Layer enables applications and internal systems to enrich user and prospect data seamlessly, eliminating the need to manage multiple data vendors. Key Features and Functionality: - People Data: Access over 1.2 billion professional profiles, including work history, education, skills, and contact details, with continuous updates ensuring data freshness. - Company Data: Retrieve firmographic details on more than 50 million companies, encompassing revenue, industry, size, locations, and historical context spanning over a decade. - Jobs Data: Monitor real-time job postings and historical listings, with access to over 582 million job records, facilitating tracking of hiring trends and identification of growing companies. - Web & SEO Signals: Gain insights into dynamic web trends, such as Google rank tracking and industry-specific topics, to identify momentum and intent beyond standard profile data. - Unified API: Integrate multiple data sources through a single, cohesive RESTful JSON API, simplifying data retrieval and integration processes. - Developer-Friendly: Benefit from robust documentation, interactive examples, SDKs in major programming languages, and support for webhooks and bulk endpoints to facilitate seamless integration and automation. Primary Value and User Solutions: Enrich Layer addresses the challenge of accessing and integrating diverse B2B data by offering a single, fully-managed API that delivers comprehensive, up-to-date information on people, companies, and market trends. This solution empowers developers and technical teams to enhance CRM systems, lead scoring models, recruitment tools, sales intelligence platforms, and analytical products without the complexity of managing multiple data vendors. By providing ethically sourced data aligned with GDPR and CCPA regulations, Enrich Layer ensures compliance and peace of mind for its users.

Who Is the Company Behind Enrich Layer?

Ent.AI

Who Is the Company Behind Ent.AI?

Enterix AI

Enterix AI helps businesses transform their expertise, services, and intellectual property into scalable AI-powered enterprise software products. We provide a fully done-for-you solution, combining strategy, development, and deployment to eliminate the technical barriers that typically slow down innovation. What sets Enterix AI apart is our proprietary, bespoke software ecosystem, built in-house to accelerate development and deliver highly customised AI solutions tailored to each client’s business model. This allows us to move faster, integrate more deeply, and create systems that are both powerful and practical for real-world use. Beyond building software, we partner closely with our clients through one-on-one mentorship and hands-on support. Our expert team guides you through every stage, from concept and product design to implementation and growth. We also support go-to-market execution, helping you apply proven growth marketing strategies to attract customers and scale effectively. Whether you’re an agency, consultant, or business owner looking to productise your knowledge, Enterix AI provides the tools, systems, and expertise to turn your business into a scalable AI-driven operation. Our focus is on delivering solutions that generate real revenue, improve efficiency, and create long-term competitive advantage.

Who Is the Company Behind Enterix AI?

envelio

Who Is the Company Behind envelio?

  • Seller: envelio
  • Year Founded: 2017
  • HQ Location: Cologne, DE
  • LinkedIn® Page: www.linkedin.com
    220 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026