Best Machine Learning Software - Page 62

How Many Machine Learning Software Products Does G2 Track?

Total Products under this Category: 1,212

Category Stats (Nov 2026)

  • Average Rating: 4.34/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Modal Labs (+1.96%) - Among all products in this category, Modal Labs recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Machine Learning Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 15,400+ Authentic Reviews
  • 1,212+ 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 platform, SAS Viya, IBM watsonx.ai, Azure OpenAI Service, Google Cloud Recommendations AI, Alteryx, Amazon Personalize, and Dataiku.

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

PrediCX

PrediCX is a predictive analytics engine designed to take all heterogeneous data and process it dynamically to make recommendations to operators in terms of 'next best action' based ultimately on optimising the customer experience (CX).

Average Rating: 4.7/5.0

Total Reviews: 11

How Do G2 Users Rate PrediCX?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 8.7/10)
  • Ease of Use: 9.1/10 (Category avg: 8.5/10)
  • Quality of Support: 9.3/10 (Category avg: 8.4/10)
  • Ease of Admin: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind PrediCX?

Who Uses This Product?

  • Company Size: 64% Small, 36% Medium

What Are Recent G2 Reviews of PrediCX?

What Are G2 Users Discussing About PrediCX?

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

Predilife

Who Is the Company Behind Predilife?

  • Seller: Predilife
  • Year Founded: 2004
  • HQ Location: Villejuif Cedex, FR
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Presenso

PreSenso is a provider of machine learning solutions designed to enhance predictive maintenance and advanced analytics for businesses, particularly in the gaming and online casino sectors. By leveraging big data, PreSenso aims to minimize downtime and maximize operational efficiency, enabling clients to achieve unparalleled reliability and performance. Key Features and Functionality: - Predictive Maintenance: Utilizes advanced analytics to forecast equipment failures, allowing for proactive maintenance and significant reduction in unscheduled downtime. - Advanced Analytics: Employs sophisticated statistical models and machine learning techniques to uncover hidden patterns, forecast trends, and facilitate informed decision-making, thereby enhancing operational efficiency and driving growth. - Data Integration: Specializes in managing and analyzing big data by integrating diverse data sources, enabling clients to harness real-time information, streamline processes, and boost overall performance. - Custom Software Development: Offers tailored software solutions that seamlessly integrate with existing systems, enhancing operational capabilities and supporting data-driven strategies for improved performance and sustainability. Primary Value and Solutions Provided: PreSenso empowers businesses with innovative machine learning solutions that drive predictive maintenance and advanced analytics. By proactively identifying potential equipment failures and providing actionable insights, PreSenso helps clients minimize downtime, optimize asset performance, and make informed decisions. This approach leads to enhanced operational efficiency, reduced costs, and a sustainable competitive advantage in their respective industries.

Who Is the Company Behind Presenso?

PriceEasy

PriceEasy is an AI-powered retail intelligence and dynamic pricing platform designed to help fuel, convenience, and multi-site retailers optimize pricing, site selection, and in-store performance using real-time market data. It combines competitor price monitoring, external data, and machine learning to give operators a unified view of market trends, customer behavior, and competitive dynamics. It enables chains to manage and update thousands of SKUs through AI-driven pricebook workflows while simulating demand and margin outcomes before publishing price changes. It continuously tracks millions of products across hundreds of thousands of retail locations, allowing businesses to react quickly to competitor moves and market shifts. PriceEasy also provides zone-based pricing and elasticity insights so retailers can tailor pricing by location and understand customer price sensitivity.

Who Is the Company Behind PriceEasy?

Profet AI AutoML

Profet AI is an Industry AI software Company, provides an end-to-end AutoML platform that enables manufacturing domain users to rapidly generate world-class AI models and applications for any use case at any time.

Who Is the Company Behind Profet AI AutoML?

  • Seller: Profet AI
  • Year Founded: 2018
  • HQ Location: Xinyi District, TW
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026