Best Machine Learning Software - Page 15

How Many Machine Learning Software Products Does G2 Track?

Total Products under this Category: 1,043

Category Stats (Oct 2026)

  • Average Rating: 4.34/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Modal Labs (+3.52%) - Among all products in this category, Modal Labs recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank Machine Learning Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,300+ Authentic Reviews
  • 1,043+ 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, Azure OpenAI Service, IBM watsonx.ai, 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-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=azure-openai-service&focus%5B%5D=ibm-watsonx-ai&focus%5B%5D=google-cloud-recommendations-ai&focus%5B%5D=alteryx&focus%5B%5D=amazon-personalize&focus%5B%5D=dataiku)

Agi3

Who Is the Company Behind Agi3?

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

Agro-AI

Who Is the Company Behind Agro-AI?

AI21 Labs Studio

The AI21 Studio platform provides developers and businesses with state-of-the-art natural language processing (NLP) solutions powered by AI21 Labs' state-of-the-art language models.

Who Is the Company Behind AI21 Labs Studio?

  • Seller: AI21Labs
  • Year Founded: 2017
  • HQ Location: Tel-Aviv, IL
  • Twitter: @AI21Labs
    11,069 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    165 employees on LinkedIn®

Ai360

Who Is the Company Behind Ai360?

  • Seller: Ai360
  • Year Founded: 2017
  • HQ Location: Ciudad de México, MX
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

AI Architectures

AI Architectures is a browser-based AI design tool made by 20Vision GmbH in Vienna, Austria. It turns a photo, a hand sketch, a drawing or a written description into an architectural image or a floor plan, usually in about 30 seconds. It needs no installation and no 3D model. The account covers three products: AI Architectures (ai-architectures.com) makes images. Homeowners and contractors upload a photo of a real house, room or yard and preview one change, such as a pergola, a deck, a fence or a removed wall, while the rest of the photo stays the same. Architects and developers turn sketches, elevations and SketchUp, Revit, Rhino or ArchiCAD model views into photoreal exterior and interior renders, or describe a new building in text. Real estate agents use the Listing Kit for virtual staging, day-to-twilight conversion and listing photo fixes. Results download as 2K PNG or JPG, or 4K with the 4K pack. AI Architectures Floor Plans (floorplan.ai-architectures.com) redraws a hand sketch, a phone photo of an old plan or a scan as a clean, labeled 2D floor plan. The result downloads as an image, and a DXF (beta) export traces it into vector linework for an AutoCAD, Revit or SketchUp underlay. Plan Chat (plans.ai-architectures.com) designs a whole house from one message, for example "4 bedroom farmhouse, open kitchen, 2,700 sq ft". It returns a dimensioned floor plan with room sizes, a 3D model and renders, with PDF, DXF, IFC (BIM) and GLB files. You then ask for changes in plain words; it reworks the plan, keeps the other rooms in place and reports what changed. Every version can be restored. Pricing: paid plans only, no free tier. Starter costs $29 per month for 50 generations ($14.50 for the first month), Pro $79 for 200, and Studio $199 for unlimited 2K generations plus 500 4K renders. Billed yearly, the monthly price is $19, $59 and $149. One account and one plan work on all three sites. Commercial use of the results is included, and plans can be cancelled at any time. What it is for: seeing an idea before spending money on it, such as a remodel before calling a contractor, a design option before a client meeting, a clean plan to send to a builder or use in a listing, or a first house layout to discuss with an architect. What it is not: the plans and images are concepts, not permit or construction documents. There is no structural or building-code check, and a licensed professional has to review a design before anyone builds it. AI-generated remodel and staging images should be labeled as such in listings. Product facts: https://ai-architectures.com/facts

Who Is the Company Behind AI Architectures?

AI Blood Test Analysis

AI Blood Test Analysis is an advanced diagnostic tool that leverages artificial intelligence to interpret blood test results with high accuracy and efficiency. By analyzing complex patterns in blood data, it provides healthcare professionals with actionable insights, facilitating early detection of diseases and personalized treatment plans. Key Features and Functionality: - Automated Interpretation: Utilizes AI algorithms to analyze blood test data, reducing manual errors and saving time. - Early Disease Detection: Identifies subtle anomalies in blood parameters, aiding in the early diagnosis of conditions such as diabetes, cardiovascular diseases, and cancers. - Personalized Health Insights: Offers tailored recommendations based on individual blood profiles, promoting proactive health management. - Integration with Medical Records: Seamlessly integrates with existing electronic health records (EHR) systems for comprehensive patient care. - User-Friendly Interface: Provides an intuitive dashboard for healthcare providers to easily interpret results and track patient progress. Primary Value and User Benefits: AI Blood Test Analysis addresses the challenge of efficiently and accurately interpreting complex blood test data. By automating this process, it reduces the workload on healthcare professionals, minimizes human error, and accelerates diagnosis. Patients benefit from timely detection of potential health issues and receive personalized care plans, leading to improved health outcomes. This tool empowers both clinicians and patients by transforming raw blood test data into meaningful, actionable health insights.

Who Is the Company Behind AI Blood Test Analysis?

AI Bookkeeping

Bookeeping.ai is an AI-driven bookkeeping platform designed to automate and simplify financial management for businesses of all sizes. By leveraging advanced artificial intelligence, it streamlines tasks such as ledger maintenance, profit and loss statements, and receipt management, allowing business owners to focus on growth and strategic decisions. Key Features and Functionality: - AI Accounting Assistant (Paula): A 24/7 AI assistant capable of handling tasks like invoice creation, financial reporting, and answering bookkeeping queries through a chat interface. - Automated General Ledger: Real-time synchronization with bank accounts and platforms like Stripe, automatically categorizing transactions and providing both double-entry and single-entry views. - AI Receipts Scanner: Automatically extracts and matches receipts from email accounts, with mobile apps available for iOS and Android to capture receipts on the go. - AI Audit Score: Continuous monitoring of transactions to flag anomalies, missing receipts, and ensure compliance, providing a real-time financial health score. - Instant Financial Reports: Generates automated profit and loss statements and balance sheets from live data, exportable as PDF or Excel files. - AI Invoicing: Creates and tracks professional branded invoices, supports recurring billing, and accepts various payment methods, including Visa, Mastercard, and Apple Pay via Stripe integration. - AI Documents & eSign: Allows creation, storage, and electronic signing of business documents, with the capability to chat with documents for instant insights. Primary Value and Solutions Provided: Bookeeping.ai addresses the common challenges of time-consuming and error-prone manual bookkeeping by automating up to 95% of bookkeeping tasks. This automation leads to significant time and cost savings, with users reporting a reduction of up to 76 hours per month spent on financial management. The platform's AI capabilities not only handle routine tasks but also provide real-time financial insights, anomaly detection, and compliance monitoring, empowering businesses to make informed decisions and maintain accurate financial records effortlessly.

Who Is the Company Behind AI Bookkeeping?

  • Seller: Devi
  • Year Founded: 2022
  • HQ Location: Sheridan, Wyoming
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Aiclaim

Who Is the Company Behind Aiclaim?

  • Seller: Aiclaim
  • Year Founded: 2018
  • HQ Location: Aurora, US
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

AiCR

Who Is the Company Behind AiCR?

  • Seller: AiCR
  • Year Founded: 2025
  • HQ Location: Bethlehem, US
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026