Best Machine Learning Software - Page 49

How Many Machine Learning Software Products Does G2 Track?

Total Products under this Category: 1,246

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
  • 17,600+ Authentic Reviews
  • 1,246+ 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 Google Cloud TPU.

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=google-cloud-tpu)

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®

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

Kepler

Advanced Self-Serve AI and AutoML Platform. No Machine Learning (ML) Experience Required. The Kepler platform enables you to bring AI and Machine Learning (ML) projects to market faster with your existing teams and technological investments. It does this by combining advanced ML — including Deep Learning — with intuitive design, all within a self-serve framework built to help you create, train, and deploy AI projects, fast. This helps accelerate AI adoption by automating the end-to-end ML process, effectively enabling users with no ML experience to leverage cutting-edge ML capabilities to solve hundreds of business-critical use cases, including: Demand Forecasting, Churn Prediction, Lifetime Value Prediction, Predictive Maintenance, Sentiment Analysis, Anomaly Detection, Session / UX Optimization, and User Intent Prediction. The Automated Data Science Workflows within the Kepler platform automate the complex and time-consuming data science steps that exist across the ML process so that users can produce AI models to predict with accuracy, forecast with precision, and illuminate new insights. The Kepler platform’s ML capabilities are constantly optimized and seamlessly integrate with key production environments. It is optimized for Azure, and leverages Azure Kubernetes Services (AKS) and Microsoft's compute platform. Core Features of the Kepler Platform: - End-to-end Automation: Benefit from our advanced, automated workflows so that all you need to leverage the power of ML is data and a business challenge to get started. - Extensive Workflow Library: From forecasting demand to predictive maintenance to customer segmentation, Kepler generates impactful results for a range of use cases. The Kepler platform’s Automated Data Science Workflows include: Tabular Classification, Time Series Forecasting, Tabular Regression, Clustering, Anomaly Detection, User-item Recommender, Text Classification, and Image Classification. - More Data Types: Leverage your tabular, text and image data to generate solutions, getting more value from your data, and allowing you to address more business problems. - Quick & Secure Deployment: Yield measurable returns from your ML investment by rapidly deploying Kepler models to your key environments via RESTful APIs. Who Benefits from Using the Kepler Platform? - Business Leader: Scale AI and accelerate time-to-value with a platform that grows with your business using the team and skills already within your organization. - Business User: Augment your productivity and address complex business problems with advanced AI and ML capabilities without the need for technical ML experience. - Data Scientist & IT: Leverage state-of-the-art, end-to-end automation, an extensive library of AI algorithms, and the ability to quickly deploy machine learning models.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Kepler?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 8.3/10 (Category avg: 8.5/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Kepler?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Kepler?

KIMERA

Who Is the Company Behind KIMERA?

Kitov.ai

Who Is the Company Behind Kitov.ai?

  • Seller: Kitov.ai
  • Year Founded: 2014
  • HQ Location: Rosh Ha'Ayin, IL
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Klevu

Who Is the Company Behind Klevu?

  • Seller: Klevu
  • Year Founded: 2013
  • HQ Location: San Antonio, US
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Klondike

Klondike provides a low-code platform through which you can access the power of Artificial Intelligence and use algorithms simply through configuration modules and graphical interfaces. In this way anyone, even without being technical or having specific knowledge of how to write code, can quickly automate and optimize their processes. The algorithms are highly adaptable to a variety of industries and to many business cases, but the focus and major specialization of Klondike concerns the process algorithms dedicated to Customer Care, Customer Service and Customer Experience.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Klondike?

  • Ease of Use: 10.0/10 (Category avg: 8.5/10)
  • Quality of Support: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Klondike?

  • Seller: Klondike
  • Year Founded: 2020
  • HQ Location: Milano, IT
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Klondike?

Knowingo

Knowingo+ is the mobile learning solution that’s redefining the conventional LMS. This cloud-based learning platform uses Artificial Intelligence and Gamification to revolutionize the way employees learn about their roles at work. Knowingo is a self-learning system measures the way every one of its users learns and offers them their optimal, personalized learning path going so far as to predict when individual employees are likely to forget critical information and repeating it just in time. Thanks to the application, Knowingo delivers learning to its users anytime, any place with a learners-first approach: meaning the software is designed with the psychology behind how people learn in mind. With these principles in mind, Knowingo can ensure that all learning time is valuable and effective. From a management perspective, Knowingo can provide and visualize real-time, in-depth insights so L&D managers can fully evaluate their strategy.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Knowingo?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.7/10)
  • Ease of Use: 8.3/10 (Category avg: 8.5/10)
  • Quality of Support: 9.4/10 (Category avg: 8.4/10)
  • Ease of Admin: 7.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Knowingo?

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Knowingo?

AI-generated summary from verified user reviews

Pros
  • Users find that Knowingo's engaging mobile learning platform fosters active participation and enhances employee learning experiences.
  • Users find the game-like interaction of Knowingo enhances engagement and improves employee learning experiences effectively.
  • Users value the improved employee engagement through Knowingo's mobile learning platform and interactive game-like features.
Cons
  • Users face limited features in Knowingo, making it challenging to create and post new learning content effectively.
  • Users find the limited features of Knowingo challenging, particularly for creating and posting custom content effectively.

What Are Recent G2 Reviews of Knowingo?

What Are G2 Users Discussing About Knowingo?

KnowledgeLake

Free up employees so they can be more productive Enable your teams to work faster and more efficiently with the KnowledgeLake platform-the only end-to-end solution for document processing that is fully cloud-native. KnowledgeLake combines intelligent document capture and robotic process automation (RPA) to increase your organization's productivity. With an easy-to-use interface and industry-leading security, your content is always accessible and always secure. Break down the siloes holding you back-manage your content with KnowledgeLake.

Average Rating: 4.6/5.0

Total Reviews: 7

How Do G2 Users Rate KnowledgeLake?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.7/10)
  • Ease of Use: 8.0/10 (Category avg: 8.5/10)
  • Quality of Support: 9.6/10 (Category avg: 8.4/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind KnowledgeLake?

  • Seller: KnowledgeLake
  • Company Website:
  • Year Founded: 1999
  • HQ Location: Saint Louis, US
  • LinkedIn® Page: www.linkedin.com
    79 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 57% Medium, 29% Large

What Do G2 Reviewers Say About KnowledgeLake?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support of KnowledgeLake, quickly resolving issues with expert assistance.
  • Users value Knowledgelake's intuitive AI tools for fast and accurate data extraction from diverse documents.
  • Users value the highly configurable customization of KnowledgeLake, enabling tailored processes to meet diverse business needs.
  • Users find Knowledgelake's document processing capabilities essential for efficient management across various departments and applications.
  • Users value the easy access of KnowledgeLake, enabling efficient processing and adaptability for diverse document needs.
Cons
  • Users face challenges with data management issues, finding some solutions opaque and difficult to understand.
  • Users find limited access to solutions frustrating, as transparency and understanding are often lacking in KnowledgeLake.
  • Users find the outdated interface of KnowledgeLake confusing and lacking transparency, complicating the overall user experience.
  • Users face a poor understanding of KnowledgeLake's solutions, finding them complex and lacking transparency.
  • Users find that technical expertise is required for KnowledgeLake, making some solutions difficult to understand and access.

What Are Recent G2 Reviews of KnowledgeLake?

What Are G2 Users Discussing About KnowledgeLake?

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