Best Low-Code Machine Learning Platforms Software - Page 2

How Many Low-Code Machine Learning Platforms Software Products Does G2 Track?

Total Products under this Category: 27

Category Stats (Sep 2026)

  • Average Rating: 4.41/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Google Cloud AutoML (+1.48%) - Among all products in this category, Google Cloud AutoML recorded the largest rating increase compared to last month

Last updated: September 08, 2026

How Does G2 Rank Low-Code Machine Learning Platforms Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,900+ Authentic Reviews
  • 27+ 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 Low-Code Machine Learning Platforms Software

G2 Grid® for  Low-Code Machine Learning Platforms Software plotting products by satisfaction and market presence

Highlighted products: SAS Viya, Alteryx, Dataiku, Google Cloud AutoML, Gemini Enterprise Agent Platform, KNIME, DataRobot, and Altair AI Studio.

Underlying data: [Grid® JSON](https://www.g2.com/categories/low-code-machine-learning-platforms/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=dataiku&focus%5B%5D=google-cloud-automl&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=knime-analytics-platform&focus%5B%5D=datarobot&focus%5B%5D=rapidminer-studio)

H2O Driverless AI

H2O Driverless AI employs the techniques of expert data scientists in an easy to use application that helps scale your data science efforts. Driverless AI empowers data scientists to work on projects faster using automation and state-of-the-art computing power from GPUs to accomplish tasks in minutes that used to take months. With Driverless AI, everyone including expert and junior data scientists, domain scientists, and data engineers can develop trusted machine learning models. This next-generation automatic machine learning platform delivers unique and advanced functionality for data visualization, feature engineering, model interpretability and low-latency deployment.

Average Rating: 4.3/5.0

Total Reviews: 4

Who Is the Company Behind H2O Driverless AI?

  • Seller: H2O.ai
  • Year Founded: 2012
  • HQ Location: Mountain View, CA
  • Twitter: @h2oai
    25,222 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    372 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 25% Medium

What Do G2 Reviewers Say About H2O Driverless AI?

AI-generated summary from verified user reviews

Pros
  • Users find H2O Driverless AI to be easy to use, delivering great results with effective feature engineering.
  • Users appreciate the easy-to-use, low-code programming of H2O Driverless AI, enhancing their experience in Data Science.
  • Users value the easy-to-use AutoML platform of H2O Driverless AI, making data science accessible with low-code programming.
  • Users praise H2O Driverless AI for its easy problem solving, yielding great results and effective feature engineering.
Cons
  • Users find the lack of data preparation tools in H2O Driverless AI limiting for end-user functionality.
  • Users feel that Driverless AI lacks data preparation tools, limiting its effectiveness for end-users and data engineering.
  • Users find the user interface lacking and feel the absence of ETL functionalities hinders usability in H2O Driverless AI.

What Are Recent G2 Reviews of H2O Driverless AI?

What Are G2 Users Discussing About H2O Driverless AI?

BigML

Enjoy the power of Programmatic Machine Learning

Average Rating: 4.7/5.0

Total Reviews: 24

Who Is the Company Behind BigML?

  • Seller: BigML
  • Year Founded: 2011
  • HQ Location: Corvallis, OR
  • Twitter: @bigmlcom
    6,077 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Software Engineer, Software Engineer
  • Top Industries: Computer Software
  • Company Size: 88% Small, 8% Medium

What Are Recent G2 Reviews of BigML?

Cascade

Who Is the Company Behind Cascade?

  • Seller: Cascade
  • Year Founded: 2025
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

dotData Enterprise

dotData Pioneered the AutoML 2.0 full-cycle data science automation platform. Fortune 500 organizations around the world use dotData to accelerate their ML and AI projects and deliver higher business value. dotData’s automated data science platform speeds time to value by accelerating, democratizing, augmenting and operationalizing the entire data science process, from raw business data through data and feature engineering to machine learning in production. With solutions designed to cater to the needs of both data scientists as well as citizen data scientists, dotData provides unmatched value across the entire organization. dotData’s unique AI-powered feature engineering delivers actionable business insights from relational, transactional, temporal, geo-locational, and text data. dotData has been recognized as a leader by Forrester in the 2019 New Wave for AutoML platforms. dotData has also been recognized as the “best machine learning platform” for 2019 by the AI breakthrough awards and was named an “emerging vendor to watch” by CRN in the big data space. For more information, visit www.dotdata.com, and join the conversation on Twitter and LinkedIn.

Who Is the Company Behind dotData Enterprise?

  • Seller: dotData
  • Year Founded: 2018
  • HQ Location: San Mateo, US
  • Twitter: @dotDataUS
    268 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    94 employees on LinkedIn®

LONI

Who Is the Company Behind LONI?

  • Seller: Loni.ai
  • Year Founded: 2021
  • HQ Location: Wilmington , US
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Neuton AutoML

Neuton AutoML is an innovative no-code platform that empowers users to build, train, and deploy highly compact and efficient machine learning models without requiring extensive programming knowledge. Leveraging a patented neural network framework, Neuton automates the entire machine learning lifecycle, enabling the creation of models optimized for deployment on resource-constrained devices such as microcontrollers (MCUs) and sensors. This approach democratizes AI development, making it accessible to businesses and developers aiming to implement machine learning solutions swiftly and effectively. Key Features and Functionality: - No-Code Model Building: Users can generate AI models through an intuitive interface, eliminating the need for specialized programming skills. - Compact and Efficient Models: Neuton produces neural network models that are significantly smaller than those generated by traditional frameworks, often achieving model sizes measured in kilobytes rather than megabytes. - Automated Workflow: The platform provides a fully automated pipeline from data upload to model deployment without requiring programming knowledge or manual hyperparameter tuning. - Fast Training on Standard Hardware: Neuton's training algorithms are optimized to run efficiently on standard CPU infrastructure without requiring expensive GPU resources. Primary Value and User Solutions: Neuton AutoML addresses the challenges of deploying machine learning models in environments with limited computational resources by generating ultra-compact models suitable for edge devices. Its no-code approach lowers the barrier to entry for AI development, enabling businesses to implement machine learning solutions without the need for extensive data science expertise. By automating the model development process and producing efficient models, Neuton facilitates faster deployment, reduces development costs, and supports real-time inference on devices with constrained resources.

Who Is the Company Behind Neuton AutoML?

SimpliML

Who Is the Company Behind SimpliML?

  • Seller: SimpliML
  • Year Founded: 2023
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Squark AI

Who Is the Company Behind Squark AI?

  • Seller: Squark AI
  • Year Founded: 2020
  • HQ Location: Burlington, US
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Xyzt

xyzt.ai is a high-performance, no-code location intelligence platform designed for scale. The enterprise-grade SaaS platform enables organizations to instantly visualize and analyze billions of spatio-temporal IoT and tracking records in seconds, without requiring custom data engineering or data science teams. Purpose-built for large-scale geospatial, movement, and time-series data, xyzt.ai natively supports all major data formats, including raw GPS traces, map-matched trip paths, and aggregated traffic volumes. With rapid cloud deployment completed in less than a day, users can seamlessly integrate and cross-analyze heterogeneous datasets from connected vehicles, assets, infrastructure, and environmental sensors.xyzt.ai is trusted globally across key industries to turn big data into real-time situational awareness: - Maritime & Ports: Analyze historical and live AIS data to optimize vessel traffic, improve maritime safety, and track port efficiency. - Smart Cities & Urban Mobility: Visualize floating vehicle data (FVD), floating cellular data, and traffic flows to eliminate congestion and support infrastructure planning. - Logistics & Asset Tracking: Monitor supply chain performance, evaluate asset utilization, and improve operational safety. - Sustainability: Drive green initiatives through emissions tracking, resource optimization, and environmental impact evaluation. What differentiates xyzt.ai is its unique blend of massive scale, total data privacy by design, and extreme usability. Domain experts can interactively explore billions of records, detect AI-driven anomalies, and unlock hidden trends instantly through a seamless, self-service visual analytics experience.

Who Is the Company Behind Xyzt?

  • Seller: xyzt.ai
  • Year Founded: 2020
  • HQ Location: Leuven, BE
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®
Adam Crivello
AC
Researched and written by Adam Crivello
Updated April 9, 2026