Best Machine Learning Software - Page 57

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)

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

Noveum.ai

Who Is the Company Behind Noveum.ai?

  • Seller: Noveum.ai
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

NSure.ai

Who Is the Company Behind NSure.ai?

  • Seller: NSure.ai
  • Year Founded: 2019
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Nuclearn

Nuclearn is an AI solutions company built by nuclear professionals, for nuclear professionals. Founded in 2021 by industry veterans Brad Fox and Jerrold Vincent, the company develops secure, on-premise, Part 810–compliant AI platforms designed specifically for the nuclear sector. Utilities face documentation-heavy processes, complex compliance requirements, and rising workforce challenges. Nuclearn’s flagship solutions—including AtomAssist, CAP AI, Engineering AI, and Observation AI—address these needs by reducing repetitive tasks, improving accuracy, and strengthening regulatory confidence. Each solution is trained on nuclear-specific data, purpose-built to integrate with existing systems such as Maximo and SAP, and equipped with features for traceability, auditability, and safety-conscious decision support. Headquartered in Phoenix, Arizona, Nuclearn already supports utilities across the U.S., Canada, and the U.K., with deployments live at dozens of reactors. By automating processes such as 50.59 applicability screenings, outage planning, corrective action trending, and document research, Nuclearn allows engineers and operators to spend less time on paperwork and more time solving problems that matter. As demand for clean energy grows, Nuclearn provides solutions that enable nuclear utilities to operate with greater efficiency and resilience while meeting the industry’s highest standards of compliance, safety, and trust. Learn more at www.nuclearn.ai.

Who Is the Company Behind Nuclearn?

  • Seller: Nuclearn
  • Year Founded: 2021
  • HQ Location: Phoenix, US
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Nūl

Who Is the Company Behind Nūl?

  • Seller: Nūl
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Nutrino Health

Nutrino Health is a personalized nutrition platform that leverages artificial intelligence and machine learning to provide tailored dietary recommendations. By analyzing individual health data, lifestyle habits, and food preferences, Nutrino Health delivers customized meal plans and nutritional insights to help users achieve their health and wellness goals. Key Features and Functionality: - Personalized Meal Plans: Generates customized meal suggestions based on user-specific health data and dietary preferences. - Food Logging: Allows users to track their daily food intake for better monitoring and adherence to nutritional goals. - Health Data Integration: Syncs with various health devices and apps to provide a comprehensive view of the user's health metrics. - Nutritional Insights: Offers detailed analysis and feedback on dietary habits to promote informed food choices. - AI-Powered Recommendations: Utilizes advanced algorithms to adapt recommendations as users' health data and goals evolve. Primary Value and User Solutions: Nutrino Health addresses the challenge of generic dietary advice by offering personalized nutrition guidance tailored to each individual's unique needs. This approach empowers users to make informed dietary decisions, leading to improved health outcomes, better management of chronic conditions, and enhanced overall well-being.

Who Is the Company Behind Nutrino Health?

NXAI

Who Is the Company Behind NXAI?

  • Seller: NXAI
  • Year Founded: 2023
  • HQ Location: Linz, AT
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

Nyckel

Nyckel makes it easy to auto-label images and text using AI. We say ‘easy’ because trying to do classification through complex “we-do-it-all” AI/ML tools is hard. Especially if you’re not a machine learning expert. That’s why Nyckel built a platform that makes image and text classification easy for everyone. In just a few minutes, you can train an AI model to identify attributes of any image or text. Whether you’re sorting through images, moderating text, or needing real-time content labeling, Nyckel lets you build a custom classifier in just 5 minutes. And with our Classification API, you can auto-label at scale. Nyckel’s goal is to make AI-powered classification a practical tool for anyone. Learn more at Nyckel.com.

Average Rating: 4.7/5.0

Total Reviews: 11

How Do G2 Users Rate Nyckel?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 9.1/10 (Category avg: 8.5/10)
  • Quality of Support: 9.4/10 (Category avg: 8.4/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Nyckel?

  • Seller: Nyckel
  • Year Founded: 2021
  • HQ Location: Bay area, US
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 36% Large, 36% Small

What Do G2 Reviewers Say About Nyckel?

AI-generated summary from verified user reviews

Pros
  • Users highlight the excellent customer support of Nyckel, praising their responsiveness and helpfulness for various needs.
  • Users appreciate the cost efficiency of Nyckel, finding it unbeatable for their supported use cases.
  • Users praise the implementation ease of Nyckel, making it accessible for both new and experienced AI practitioners.
  • Users appreciate the exceptional AI technology of Nyckel, which simplifies classification and enhances productivity significantly.
  • Users value the excellent communication from Nyckel's responsive team, enhancing their overall experience and support.
Cons
  • Users find that the complexity of Nyckel can lead to slight performance lags compared to top competitors.
  • Users find the difficult learning curve challenging due to the requirement of knowing JSON types initially.
  • Users face challenges with inaccurate recognition, leading to a less reliable experience with Nyckel's unique identifiers.
  • Users notice lagging issues with results, but find the tradeoff acceptable due to the simplified complexity.
  • Users feel the limited customization options of Nyckel restrict their ability to tailor the product effectively.

What Are Recent G2 Reviews of Nyckel?

Obviously AI

Obviously AI is the fastest and easiest automated machine learning software that enables anyone to build predictive AI models in minutes, without writing code. All you do is connect your historical data, click a couple of buttons and your predictive AI models will be ready to use in just a matter of minutes. You can share these predictions with your team, simulate what-if scenarios and use our APIs to integrate with your everyday apps & services and automatically take action in real time.

Average Rating: 4.0/5.0

Total Reviews: 4

How Do G2 Users Rate Obviously AI?

  • Ease of Use: 8.3/10 (Category avg: 8.5/10)
  • Quality of Support: 6.7/10 (Category avg: 8.4/10)

Who Is the Company Behind Obviously AI?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Obviously AI?

Ocean Friends

Ocean Friends is a comprehensive platform where clinicians, pediatricians, and families work together - sharing one picture of the child so every decision, every session, and every referral moves toward the same goal: a life of purpose for that child.

Who Is the Company Behind Ocean Friends?

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