Best Machine Learning Software - Page 35

How Many Machine Learning Software Products Does G2 Track?

Total Products under this Category: 991

Category Stats (Sep 2026)

  • Average Rating: 4.33/5 (↓0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Fireworks AI (+6.25%) - Among all products in this category, Fireworks AI recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Machine Learning Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,000+ Authentic Reviews
  • 991+ 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 Machine Learning Software

G2 Grid® for Machine Learning Software plotting products by satisfaction and market presence

Highlighted products: Gemini Enterprise Agent Platform, SAS Viya, IBM watsonx.ai, Azure OpenAI Service, Alteryx, Amazon Personalize, Google Cloud TPU, and Dataiku.

Underlying data: [Grid® JSON](https://www.g2.com/categories/machine-learning/grids.json?focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=ibm-watsonx-ai&focus%5B%5D=azure-openai-service&focus%5B%5D=alteryx&focus%5B%5D=amazon-personalize&focus%5B%5D=google-cloud-tpu&focus%5B%5D=dataiku)

Fruity AI

Fruity AI, founded in 2023 and headquartered in Aarhus, Denmark, is dedicated to making artificial intelligence products more accessible to individuals and businesses. By 2025, the company achieved a revenue of $550,000 with a team of five employees. Key Features and Functionality: - AI Product Development: Fruity AI specializes in creating AI-driven solutions tailored to various industry needs. - User Accessibility: The company focuses on designing AI products that are easy to use, ensuring that both individuals and businesses can integrate AI into their operations without extensive technical knowledge. - Scalable Solutions: Fruity AI offers scalable AI products that can grow with the needs of their clients, accommodating both small enterprises and larger organizations. Primary Value and User Solutions: Fruity AI addresses the challenge of AI accessibility by providing user-friendly and scalable AI products. Their solutions empower users to harness the benefits of artificial intelligence, enhancing operational efficiency and decision-making processes without the need for deep technical expertise.

Who Is the Company Behind Fruity AI?

Fullstackdeeplearning

Full Stack Deep Learning offers comprehensive courses designed to equip individuals with the skills necessary to develop and deploy AI-powered products. These programs cover the entire lifecycle of machine learning projects, from problem definition and data management to model deployment and continual learning. By integrating theoretical knowledge with practical applications, participants gain a holistic understanding of building and managing deep learning systems. Key Features and Functionality: - Comprehensive Curriculum: Courses encompass all stages of AI product development, including problem formulation, data collection and labeling, infrastructure selection, model training, troubleshooting, and large-scale deployment. - Hands-On Projects: Participants engage in practical projects, such as developing and deploying computer vision and natural language processing systems, to reinforce learning and build a robust portfolio. - Expert Instruction: Led by experienced professionals and UC Berkeley PhD alumni, the courses provide insights into best practices and emerging trends in the AI industry. - Flexible Learning Formats: Offerings include in-person bootcamps, online courses, and university-level classes, catering to diverse learning preferences and schedules. Primary Value and Problem Solved: Full Stack Deep Learning addresses the challenge of bridging the gap between theoretical machine learning knowledge and practical implementation. By providing a structured, end-to-end learning experience, the courses empower individuals to confidently build and deploy AI solutions, thereby accelerating innovation and efficiency in AI product development.

Who Is the Company Behind Fullstackdeeplearning?

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®

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®

Genialis

Who Is the Company Behind Genialis?

  • Seller: Genialis
  • Year Founded: 2015
  • HQ Location: Boston, US
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

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?

Goals

Goals specializes in development, sales and operational support for cloud services for food service companies.

Who Is the Company Behind Goals?

  • Seller: Goals
  • Year Founded: 2018
  • HQ Location: 港区, JP
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

GodelBots

GodelBots is an advanced AI-driven platform designed to streamline and enhance business operations through intelligent automation. By leveraging cutting-edge machine learning algorithms, GodelBots enables organizations to automate complex tasks, improve decision-making processes, and boost overall efficiency. Key Features and Functionality: - Intelligent Automation: Automates repetitive and time-consuming tasks, allowing employees to focus on strategic initiatives. - Machine Learning Integration: Utilizes advanced algorithms to analyze data patterns and make informed predictions. - Customizable Workflows: Offers flexible workflow configurations tailored to specific business needs. - Scalability: Adapts to businesses of various sizes, ensuring seamless integration and growth. - User-Friendly Interface: Provides an intuitive platform for easy navigation and operation. Primary Value and Solutions: GodelBots addresses the challenge of operational inefficiencies by automating routine processes, reducing human error, and accelerating task completion. This leads to significant cost savings, enhanced productivity, and the ability to allocate resources more effectively. By implementing GodelBots, businesses can stay competitive in a rapidly evolving market landscape.

Who Is the Company Behind GodelBots?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026