Best Machine Learning Software - Page 41

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)

Kantify

Who Is the Company Behind Kantify?

  • Seller: Kantify
  • Year Founded: 2017
  • HQ Location: Brussels, BE
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

KEATH.ai

Who Is the Company Behind KEATH.ai?

  • Seller: KEATH.ai
  • Year Founded: 2018
  • HQ Location: Guildford, GB
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Kebotix

Who Is the Company Behind Kebotix?

  • Seller: Kebotix
  • Year Founded: 2017
  • HQ Location: Cambridge, US
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Keychain

Keychain is an AI-powered platform for CPG manufacturing companies that enables seamless product creation and supplier connections.

Who Is the Company Behind Keychain?

  • Seller: Keychain
  • Year Founded: 2023
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    133 employees on LinkedIn®

KIMERA

Who Is the Company Behind KIMERA?

Koidra

Koidra is an intelligent automation company specializing in AI-powered solutions designed to enhance operational efficiency across various industries, including controlled environment agriculture (CEA), food processing, and energy systems. By integrating advanced machine learning, IoT technologies, and physics-informed AI, Koidra empowers facilities to optimize operations, increase yield, and reduce costs. Their technology seamlessly integrates with existing control systems, enabling real-time data-driven decision-making and autonomous control. Key Features and Functionality: - DataPilot: A cloud-based operational data analytics platform that integrates with legacy control systems to unlock the potential of operational data. It provides real-time monitoring, data visualization, and smart alerts, allowing operators to derive actionable insights from complex datasets. - KoPilot: An AI-powered autonomous control system that manages climate and irrigation in real-time. It uses adaptive control strategies based on environmental conditions and crop needs to adjust setpoints for lighting, temperature, CO₂, and other variables, thereby increasing yield and optimizing resource usage. - Real-Time Data Analytics: Provides actionable insights for informed decision-making, enabling operators to optimize production and exceed their goals. - Physics-Aware AI: Enables autonomous control and optimization of complex systems, improving operational efficiency and reducing energy consumption. - Seamless Integration: Integrates with existing control systems to unlock the potential of operational data, enabling facilities to make data-driven decisions and automate processes. - Customizable Dashboards: Visualizes plant conditions and real-time performance for remote monitoring, allowing operators to monitor and adjust growing conditions in real-time. Primary Value and Solutions: Koidra's solutions address the challenges of optimizing operations in controlled environment agriculture and other industries by providing intelligent automation that enhances operational efficiency, increases crop yields, and reduces costs. By centralizing data from multiple sources and adjusting conditions in real-time, Koidra optimizes plant growth, fruit production, and energy efficiency. Their technology empowers facilities to leverage production data as a strategic asset, enabling data-driven decision-making and autonomous control. This leads to increased yields, reduced waste, and improved sustainability, transforming mission-critical industries and making the production of food, energy, and other essential commodities more sustainable.

Who Is the Company Behind Koidra?

  • Seller: Koidra
  • Year Founded: 2020
  • HQ Location: Seattle, US
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®

Lantern Pharma

Lantern Pharma is a clinical stage biopharma company developing precision oncology therapies leveraging A.I., machine learning, and genomics

Who Is the Company Behind Lantern Pharma?

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