Best Data Science and Machine Learning Platforms - Page 65

How Many Data Science and Machine Learning Platforms Products Does G2 Track?

Total Products under this Category: 1,649

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Anyscale (+4.14%) - Among all products in this category, Anyscale recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Science and Machine Learning Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,400+ Authentic Reviews
  • 1,649+ 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 Data Science and Machine Learning Platforms

G2 Grid® for Data Science and Machine Learning Platforms plotting products by satisfaction and market presence

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, Snowflake, IBM watsonx.data, Dataiku, and Hex.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.json?focus%5B%5D=databricks&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-automl&focus%5B%5D=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=dataiku&focus%5B%5D=hex-tech-hex)

Mlclever

ML Clever is an AI-powered work suite designed to streamline the creation of presentations, dashboards, strategic plans, and machine learning models. By automating complex tasks, it enables users to generate polished, branded slide decks, comprehensive dashboards with narrative insights, and deploy predictive models without any coding. This all-in-one platform is tailored for professionals seeking to enhance productivity and decision-making through advanced AI capabilities. Key Features and Functionality: - AI Presentations: Transform prompts or documents into polished, branded slide decks in seconds, complete with outlines, narratives, and on-brand visuals. - AI Dashboards: Upload data to instantly generate multi-page dashboards featuring prioritized insights, interactive charts, and plain-language explanations. - AI Consultant: Define business goals and receive AI-generated strategic insights, actionable plans, and client-ready deliverables, simulating top-tier consulting expertise. - AutoML: Build, tune, and deploy predictive models with a single click, eliminating the need for coding or extensive machine learning knowledge. - Data Preprocessing: Prepare datasets by handling missing values, encoding categorical variables, and scaling numerical features through a guided, step-by-step interface. - AI Pipeline: Automate the entire machine learning workflow, from data preprocessing to model deployment, with real-time tracking and customizable automation levels. - ML Monitoring: Gain complete visibility into machine learning operations with advanced monitoring tools, tracking user activity, API performance, and pipeline metrics, complemented by customizable alerts. Primary Value and User Solutions: ML Clever addresses the challenge of time-consuming and complex data analysis and presentation tasks by automating these processes. It empowers users to focus on strategic decision-making rather than manual work, thereby enhancing productivity and efficiency. By providing an integrated suite of AI tools, ML Clever enables professionals to generate high-quality outputs quickly, make data-driven decisions, and stay competitive in their respective fields.

Who Is the Company Behind Mlclever?

MLCommons

MLCommons is an open engineering consortium dedicated to enhancing artificial intelligence (AI) systems through collaborative efforts with industry and academia. Its mission is to build trusted, safe, and efficient AI by continually measuring and improving the accuracy, safety, speed, and efficiency of AI technologies. By providing standardized benchmarks and datasets, MLCommons aims to democratize AI, making it accessible and beneficial for everyone. Key Features and Functionality: - Performance Benchmarks: MLCommons develops industry-standard benchmarks, such as the MLPerf suite, to provide neutral and consistent measurements of AI performance across various tasks and platforms. - AI Risk and Reliability: The consortium focuses on building harmonized approaches for safer AI by developing standardized measurements and methodologies to assess AI safety and reliability. - Datasets and Research: MLCommons creates open, large-scale, and diverse datasets, like the People’s Speech dataset, to support the development and evaluation of AI systems. It also fosters research through shared infrastructure and collaborative projects. - Community Collaboration: With over 125 members, including startups, leading companies, academics, and non-profits, MLCommons emphasizes global, inclusive, and fair collaboration to advance AI technologies. Primary Value and Solutions Provided: MLCommons addresses the need for standardized evaluation tools in the rapidly evolving AI landscape. By offering comprehensive benchmarks and datasets, it enables organizations to assess and improve their AI systems' performance and safety. This standardization fosters transparency, reproducibility, and trust in AI technologies, ultimately accelerating innovation and ensuring that AI developments are beneficial and accessible to a broad audience.

Who Is the Company Behind MLCommons?

  • Seller: MLCommons
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    86 employees on LinkedIn®

MLReef

MLReef is the Machine Learning development platform that democratizes your ML innovation across the entire organization. Easy and without limitations. Access the power of Distributed ML Development: - up to 5X in ML development throughput - up to 85% less dependency on internal data science capacity - Distributed workload on complex data tasks with seamless involvable domain experts - Higher acceptance of deploye models ad development is a joint task Q: What is Distributed ML Development? Distributed Machine Learning development is the process by which the value-added chain is structurally distributed to different actors across the organization to drive efficiency, transparency, quality and to democratize the knowledge and capacity to create Machine Learning.

Who Is the Company Behind MLReef?

  • Seller: MLReef
  • Year Founded: 2019
  • HQ Location: Vienna, AT
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

ModAstera

ModAstera is a cutting-edge platform designed to automate and accelerate the development of artificial intelligence (AI) solutions for medical applications. By streamlining the entire AI development pipeline—from data annotation and preprocessing to model training and deployment—ModAstera enables healthcare organizations to build and deploy predictive models in minutes. This no-code solution allows users to focus on innovation without the complexities of traditional AI development processes. Key Features and Functionality: - Medical AI Engineering Agent (MAEA): Acts as a virtual assistant to automate complex engineering tasks, including model building, parameter optimization, and solution deployment. It simplifies the creation of segmentation and classification models, catering to both novice and experienced users. - AI-Assisted Data Annotation: Enhances the quality and speed of data preparation by leveraging AI to pre-label medical data, such as images and patient records. It offers customizable workflows and healthcare-specific templates to streamline the annotation process. - Pre-Built HealthTech-Specific AI Models: Provides a library of models tailored for common use cases, including diagnostics, patient monitoring, and imaging analysis. These models are adaptable to meet unique organizational needs. - Comprehensive AI Workflow Integration: Integrates the entire AI development process, from data preprocessing to deployment, with built-in compliance for healthcare regulations like HIPAA and APPI. The platform also includes real-time monitoring tools to ensure optimal performance. Primary Value and Solutions Provided: ModAstera addresses several critical challenges in medical AI development: - Cost and Time Efficiency: By automating the AI development process, ModAstera reduces research and development cycles from months to days and cuts development costs by up to 90%. - Accessibility for Healthcare Professionals: The no-code platform empowers clinicians and healthcare professionals to develop and deploy AI models without requiring extensive technical expertise, bridging the gap between medical knowledge and AI capabilities. - Regulatory Compliance: Ensures that AI solutions adhere to healthcare regulations, facilitating seamless and secure integration into medical workflows. By providing these solutions, ModAstera enables healthcare organizations to rapidly develop and implement AI-driven tools, ultimately improving patient outcomes and advancing medical innovation.

Who Is the Company Behind ModAstera?

Moloco

Moloco’s mission is to empower businesses of all sizes to grow through operational machine learning. With Moloco’s machine learning platform for growth and performance, every app publisher, commerce marketplace, and streaming business can now unlock the value of their unique, first-party data. Moloco was founded in 2013 by a team of machine learning engineers and has offices throughout the US, the UK, Germany, Korea, China, India, Japan, and Singapore. * Moloco Ads enables performance marketers to scale user acquisition for mobile apps through our advanced machine learning models. * Moloco Commerce Media enables retailers and marketplaces to build their own ads business with a flexible solution that delivers relevance, results, and automation for scaled and streamlined ad operations. * Moloco Streaming Monetization enables streaming media companies to revolutionize their monetization strategy by building an outcomes-based ads business that delivers relevancy for users and results for advertisers.

Average Rating: 4.3/5.0

Total Reviews: 14

Who Is the Company Behind Moloco?

  • Seller: Moloco, Inc
  • Year Founded: 2013
  • HQ Location: Redwood City, California
  • Twitter: @MolocoHQ
    1,062 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    941 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 33% Small

What Do G2 Reviewers Say About Moloco?

AI-generated summary from verified user reviews

Pros
  • Users value the proactive account management of Moloco, enhancing campaign efficiency and boosting marketing budgets significantly.
  • Users value the efficiency and support from Moloco's analytics, enhancing campaign execution and performance monitoring.
  • Users value the efficient campaign management Moloco offers, enhancing marketing execution and performance monitoring effortlessly.
  • Users commend Moloco's proactive customer support, enhancing campaign execution and overall marketing efficiency.
  • Users value the ease of use of Moloco, appreciating its simplicity in managing and optimizing marketing campaigns.

What Are Recent G2 Reviews of Moloco?

What Are G2 Users Discussing About Moloco?

Monarcha

Monarcha is an AI-powered geospatial intelligence platform designed to streamline the georeferencing and digitization of maps and documents. It enables users to upload scanned geological, topographic, or legacy maps, automatically identifying coordinate systems, matching control points, and georeferencing them within seconds. The platform also extracts structured data from drill hole logs, assay certificates, and geochemistry results, transforming them into formats compatible with GIS and data management tools. Additionally, Monarcha digitizes features such as geological units, fault lines, and drill hole markers into vector layers, facilitating seamless integration with existing workflows. Key Features: - AI-Powered Georeferencing: Automatically identifies coordinate systems and georeferences maps, including local mine grids, UTM, and custom projections. - Document Extraction: Reads and structures data from drill logs, assay certificates, and geochemistry results, providing outputs in JSON format ready for modeling tools. - Full Digitization: Converts map features like polygons, lines, and points into vector layers, allowing for editing, refinement, and export as shapefiles. - Search & Query: Enables natural language queries across processed documents, unifying maps, drill data, reports, and geochemical data into a searchable system. - Integration with Existing Tools: Supports outputs in GeoTIFF, Shapefile, GeoJSON, structured JSON, and CSV formats, ensuring compatibility with platforms like ArcGIS, Leapfrog, and other GIS or data management systems. Primary Value: Monarcha addresses the challenges of manual georeferencing and data extraction by automating these processes, significantly reducing the time and effort required to transform scanned maps and documents into actionable geospatial data. This automation enhances accuracy, efficiency, and decision-making capabilities for professionals in mining, engineering, and related fields, allowing them to focus on analysis and interpretation rather than data preparation.

Who Is the Company Behind Monarcha?

  • Seller: Monarcha
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    1,207 employees on LinkedIn®

Moning

Moning is an intuitive investment analysis platform designed to simplify the complexities of financial data for individual investors. By transforming raw financial information into clear visuals and actionable insights, Moning empowers users to make informed investment decisions efficiently. Key Features and Functionality: - Comprehensive Data Access: Users can research and analyze over 40,000 company stocks, 10,000 funds and ETFs, and 5,000 cryptocurrencies worldwide. - User-Friendly Visuals: The platform presents financial data through easy-to-understand visuals, enabling quick comprehension of complex information. - Community Engagement: Moning offers features like public portfolios and community statistics, fostering a collaborative environment for investors. Primary Value and User Solutions: Moning addresses the challenge of navigating intricate financial data by providing a streamlined, accessible interface that distills essential information into digestible formats. This approach reduces the time and effort required for investment analysis, making the stock market more approachable and less daunting for individual investors.

Who Is the Company Behind Moning?

  • Seller: Moning
  • Year Founded: 2020
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Monitr

Monitr is an AI-powered data analytics platform designed to simplify the process of querying, visualizing, and interacting with data. It enables users to connect their databases and engage with an AI assistant to extract insights without requiring SQL expertise. By transforming SQL queries into real-time visualizations, Monitr facilitates the sharing of key performance indicators (KPIs) and essential metrics with stakeholders efficiently. The platform is enterprise-ready, offering seamless integration with existing PostgreSQL databases or API endpoints, and is built to scale with enterprise-grade security. Its collaborative workspace allows teams to share queries, results, and insights, supporting unlimited viewer seats. The AI Query Assistant converts business questions into optimized SQL, accelerating query writing and validation for analysts. Powered by Claude 3.5 Sonnet, Monitr's AI assistant comprehends complex database schemas, providing reliable query generation and validation at scale. By consolidating SQL editing, dashboard creation, and AI assistance into a single workspace, Monitr enables faster shipping and smarter scaling for data teams. Key Features and Functionality: - AI-Powered Data Interaction: Engage with an AI assistant to query and visualize data without SQL expertise. - Real-Time Dashboards: Transform SQL queries into live visualizations for effective KPI sharing. - Enterprise Integration: Connect seamlessly with existing PostgreSQL databases or API endpoints, ensuring scalability and security. - Collaborative Workspace: Share queries, results, and insights with team members, supporting unlimited viewer seats. - AI Query Assistant: Convert business questions into optimized SQL, streamlining query writing and validation. - Enterprise-Grade AI: Utilize Claude 3.5 Sonnet for understanding complex database schemas and reliable query generation. Primary Value and User Solutions: Monitr addresses the challenge of complex data analysis by providing an intuitive platform that eliminates the need for SQL expertise. It empowers teams to quickly derive insights from their data, share critical metrics with stakeholders, and collaborate effectively. By integrating AI assistance, real-time dashboards, and collaborative tools into a single workspace, Monitr enhances productivity, accelerates decision-making, and supports scalable growth for enterprises.

Who Is the Company Behind Monitr?

Monyble

Monyble is a no-code AI platform that empowers businesses to swiftly create and deploy AI solutions without requiring technical expertise. Designed for rapid implementation, Monyble enables users to launch AI tools and projects in under 60 seconds, allowing organizations to focus on their core operations while the platform manages the technical complexities. It offers a comprehensive suite of AI services, including model training, generative AI solutions, natural language processing, and analytics, all with a strong emphasis on security and scalability. Key Features and Functionality: - No-Code Development: Facilitates the creation and deployment of AI solutions without any coding knowledge, making AI accessible to non-technical users. - Rapid Deployment: Enables the launch of AI tools and projects in just 60 seconds, significantly reducing time-to-market. - Comprehensive AI Services: Provides a range of AI capabilities, including model training, generative AI, natural language processing, and real-time analytics. - Enhanced Security: Implements robust security measures to ensure data protection and system integrity. - Cloud Integration: Seamlessly integrates with popular cloud platforms such as AWS, Google Cloud, and Microsoft Azure, enabling scalable AI solutions. Primary Value and User Solutions: Monyble addresses the challenge of implementing AI solutions by eliminating the need for technical expertise, thereby democratizing access to artificial intelligence. By offering a no-code platform with rapid deployment capabilities, it allows businesses to quickly integrate AI into their operations, enhancing efficiency and innovation. The platform's comprehensive suite of AI services and strong security focus ensure that organizations can develop and deploy AI solutions confidently and effectively.

Who Is the Company Behind Monyble?

  • Seller: Monyble
  • Year Founded: 2021
  • HQ Location: Gurugram, IN
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Moonoia

Who Is the Company Behind Moonoia?

  • Seller: Moonoia
  • Year Founded: 2019
  • HQ Location: Gosselies, BE
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Moontower

Moontower is an advanced options analytics platform designed to empower traders with comprehensive tools and insights across various asset classes, including stocks, ETFs, foreign exchange, commodities, and cryptocurrencies. By offering a suite of proprietary charts and educational resources, Moontower aims to enhance users' understanding of market volatility and improve their trading decisions. Key Features and Functionality: - Trade Ideas: Utilizes proprietary algorithms to surface and rank options trade setups, focusing on both long and short volatility strategies. - Cockpit: Provides a holistic view of the financial market through Moontower's proprietary options data, enabling users to monitor market-wide volatility and pricing dynamics. - Dashboard: Offers a cross-sectional volatility dashboard to help users identify which options are relatively cheap or expensive in the market. - Position Visualizer: Allows traders to visualize their options structures and calculate potential profit and loss scenarios, aiding in effective risk management. - Volatility Risk Premia Scanner: Assists users interested in selling options by identifying assets with attractive volatility risk premia opportunities. - Drill Down: Enables detailed analysis of specific tickers to gain a deeper understanding of the options market for individual assets. - Pairs Analysis: Facilitates quick comparisons between two assets to assess their relative volatilities and identify potential trading opportunities. - Moontower Copilot: An AI-powered assistant updated daily with the latest Moontower content, designed to support users in their options trading strategies. Primary Value and User Solutions: Moontower addresses the complexities of options trading by providing a structured and insightful approach to market analysis. Its comprehensive suite of tools and educational materials equips traders with the necessary resources to make informed decisions, manage risks effectively, and identify profitable opportunities. By integrating advanced analytics with user-friendly interfaces, Moontower simplifies the process of tracking and analyzing market volatility, thereby enhancing the overall trading experience for both novice and experienced traders.

Who Is the Company Behind Moontower?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026