Best Data Science and Machine Learning Platforms - Page 84

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, MATLAB, and Dataiku.

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=matlab&focus%5B%5D=dataiku)

QualityAI

Who Is the Company Behind QualityAI?

  • Seller: QualityAI
  • Year Founded: 1997
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    5,439 employees on LinkedIn®

Quantle

Quantle is a no-code backtesting platform that empowers traders to develop, test, and optimize trading strategies without any programming knowledge. Its intuitive drag-and-drop interface allows users to create sophisticated algorithms and receive real-time performance metrics, facilitating rapid strategy refinement. By integrating seamlessly with both real-time and historical market data, Quantle provides up-to-date insights, enabling traders to make informed decisions and maximize their investments. Key Features: - No Coding Required: Design and test complex trading strategies using an easy-to-use visual interface. - Instant Performance Metrics: Obtain immediate feedback through clear charts and reports to quickly optimize strategies. - Dynamic Data Integration: Connect effortlessly to real-time and historical market data for comprehensive analysis. - Customizable Execution: Visually create algorithms, set parameters, and test them on live or historical data with precision. Primary Value: Quantle democratizes the backtesting process by eliminating the need for coding skills, making it accessible to traders of all experience levels. It addresses the challenges of complex coding and expensive specialist services, offering a cost-effective and efficient solution for strategy development. By providing real-time feedback and seamless data integration, Quantle enables users to refine their trading approaches and optimize portfolio performance effectively.

Who Is the Company Behind Quantle?

  • Seller: Quantle
  • Year Founded: 2023
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Quantly

Quantly is an AI-driven platform tailored for financial institutions, specializing in enhancing research efficiency within capital markets. By leveraging Generative AI, Quantly enables the rapid development, deployment, and monitoring of analyst agents, streamlining complex workflows and integrating seamlessly with existing systems through API connections. Key Features and Functionality: - AI Analyst Agents: Quantly's modular, domain-trained micro-agents deliver high-quality, explainable outputs that surpass generic large language model (LLM) copilots. - Workflow Automation: The platform facilitates the swift creation and deployment of customized workflows, automating multi-step processes to enhance operational efficiency. - Seamless Integration: Quantly integrates effortlessly with existing infrastructures via API connections, ensuring compatibility and ease of adoption within current systems. - Data Integration: The platform excels in combining diverse data sources, integrating seamlessly with major financial data providers like S&P Capital IQ and Bloomberg, creating a unified research environment. - Security and Compliance: Quantly maintains strict security standards with SOC 2 Type II certification and GDPR compliance, ensuring data privacy and regulatory adherence. Primary Value and Solutions: Quantly addresses the challenges of data overload and inefficiency in financial research by providing AI-powered tools that automate and optimize analytical processes. This leads to faster, more accurate decision-making, allowing financial institutions to maintain a competitive edge in the market. By integrating Quantly's solutions, organizations can enhance their research capabilities, reduce manual workload, and achieve higher operational efficiency.

Who Is the Company Behind Quantly?

  • Seller: Quantly
  • Year Founded: 2022
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Quantum AI

Quantum AI is an AI data company that offers offline and online data collection and analysis services.

Who Is the Company Behind Quantum AI?

Quantum Algorithm as a Service (Q3AS)

Quantum Algorithm as a Service (Q3AS) is a platform designed to simplify the development, execution, and deployment of quantum algorithms for researchers, developers, and businesses. It offers an intuitive interface that allows users to run quantum experiments without the need for extensive technical expertise. With real-time visualizations, users can gain immediate insights into their experiments, facilitating a deeper understanding and refinement of their quantum solutions. The platform's effortless deployment feature enables the seamless transition from experimentation to practical application, making quantum computing more accessible and actionable. Additionally, Q3AS provides a free trial access, allowing users to explore all features without any commitment, thereby lowering the barrier to entry into the quantum computing domain. Key Features: - Execute with Simplicity: Run quantum algorithms without the technical complexities. - Real-Time Visualizations: Gain immediate insights through clear, interactive experiment visuals. - Effortless Deployment: Deploy your quantum solutions with just a few clicks. - Free Trial Access: Test all features at no cost—experience the platform without any commitment. Primary Value: Q3AS addresses the challenges associated with quantum algorithm development by providing a user-friendly platform that streamlines the process from experimentation to deployment. By eliminating technical barriers and offering real-time feedback, it empowers users to focus on innovation and application, accelerating the adoption and integration of quantum computing solutions in various industries.

Who Is the Company Behind Quantum Algorithm as a Service (Q3AS)?

QuantumSight.AI

QuantumSight.AI is an advanced artificial intelligence platform designed to empower businesses with deep insights and predictive analytics. By leveraging cutting-edge machine learning algorithms and quantum computing principles, it enables organizations to process vast amounts of data efficiently, uncover hidden patterns, and make data-driven decisions with unprecedented accuracy. Key Features and Functionality: - Advanced Machine Learning Algorithms: Utilizes sophisticated models to analyze complex datasets and generate actionable insights. - Quantum Computing Integration: Incorporates quantum computing techniques to enhance processing speed and solve intricate problems. - Predictive Analytics: Provides forecasts and trend analyses to aid in strategic planning and decision-making. - Data Visualization Tools: Offers intuitive dashboards and visual representations to simplify data interpretation. - Scalable Architecture: Adapts to varying data volumes and business needs, ensuring optimal performance. Primary Value and Solutions: QuantumSight.AI addresses the challenge of managing and interpreting large-scale data by offering a platform that not only processes information rapidly but also delivers precise predictions and insights. This empowers businesses to optimize operations, identify new opportunities, and maintain a competitive edge in their respective industries.

Who Is the Company Behind QuantumSight.AI?

Queryzy

Queryzy is an AI-powered data analysis tool that enables users to interact with their data files using natural language directly within their browser. Designed for simplicity and efficiency, it eliminates the need for complex setups or technical expertise. Users can effortlessly import data in various formats, pose queries in everyday language, visualize results instantly, and export findings—all while ensuring data privacy, as files remain on the user's device. Key Features and Functionality: - Natural Language Querying: Allows users to ask questions about their data in plain English, with AI translating these into accurate SQL queries. - Multi-Format Data Support: Supports importing data in CSV, JSON, Arrow, and Parquet formats through simple drag-and-drop or URL input. - Instant Data Visualization: Generates charts and graphs on-the-fly, transforming complex datasets into clear, actionable insights. - Secure, Browser-Based Processing: Utilizes DuckDB and WebAssembly technologies to process data locally, ensuring that files never leave the user's device. - Effortless Reporting: Facilitates the export of resulting data tables and visualizations, streamlining the creation of polished reports. Primary Value and User Solutions: Queryzy addresses the common challenges faced by individuals and businesses in data analysis by providing an intuitive platform that requires no prior technical knowledge. It empowers users to make data-driven decisions quickly by simplifying the process of querying and visualizing data. By keeping data processing local, it also ensures confidentiality and security, making it an ideal solution for those concerned about data privacy. Whether for cleaning datasets, cross-referencing multiple files, or generating insightful reports, Queryzy streamlines the entire data analysis workflow.

Who Is the Company Behind Queryzy?

Questom

Questom is an advanced AI-driven platform designed to revolutionize the way businesses interact with data. By leveraging cutting-edge machine learning algorithms, Questom enables organizations to extract meaningful insights from complex datasets, facilitating informed decision-making and strategic planning. Its intuitive interface and robust analytical tools make it accessible to both technical and non-technical users, ensuring that data-driven strategies are within reach for all. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, allowing for comprehensive data aggregation and analysis. - Advanced Analytics: Utilizes sophisticated machine learning models to uncover patterns, trends, and correlations within data. - Customizable Dashboards: Offers user-friendly dashboards that can be tailored to display relevant metrics and KPIs. - Automated Reporting: Generates detailed reports automatically, saving time and reducing the potential for human error. - Scalability: Designed to handle large volumes of data, making it suitable for businesses of all sizes. Primary Value and Solutions Provided: Questom addresses the common challenge of data overload by transforming raw data into actionable insights. It empowers businesses to make data-driven decisions with confidence, enhancing operational efficiency and competitive advantage. By automating complex analytical processes, Questom reduces the reliance on manual data analysis, minimizing errors and freeing up valuable resources. Its scalability ensures that as a business grows, Questom can adapt to increasing data demands, making it a future-proof solution for organizations aiming to harness the full potential of their data.

Who Is the Company Behind Questom?

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

Quicksight

Quicksight is a cloud-powered business intelligence (BI) service that enables organizations to deliver insights to end-users through interactive dashboards and visualizations. Designed for scalability and ease of use, Quicksight allows users to connect to various data sources, perform advanced analytics, and share findings across the organization. Key Features and Functionality: - Data Connectivity: Integrates with a wide range of data sources, including databases, data warehouses, and third-party applications. - Interactive Dashboards: Creates dynamic and customizable dashboards with a variety of visualization options. - Machine Learning Insights: Incorporates machine learning capabilities to identify trends and anomalies in data. - Scalability: Automatically scales to accommodate growing data and user demands without infrastructure management. - Collaboration: Facilitates sharing of insights and dashboards with team members and stakeholders. Primary Value and User Solutions: Quicksight addresses the need for accessible and scalable business intelligence solutions by providing a platform that simplifies data analysis and visualization. It empowers users to make data-driven decisions without the complexities of traditional BI tools, reducing time-to-insight and operational costs. By leveraging Quicksight, organizations can enhance their analytical capabilities, foster collaboration, and drive informed business strategies.

Who Is the Company Behind Quicksight?

QUINETICS

QUINETICS is an innovative trading platform that democratizes access to AI-powered trading strategies for a wide range of users. By leveraging advanced machine learning models, QUINETICS enables users to create, backtest, and implement AI-driven trading bots across various asset classes, including stocks, ETFs, and cryptocurrencies, all without requiring any coding expertise. The platform's user-friendly interface simplifies the process of developing and customizing trading strategies, making sophisticated financial tools accessible to both novice and experienced traders. Key Features and Functionality: - Extensive AI Strategy Database: Users can select from thousands of AI-generated trading strategies tailored to different asset classes and data types. - Comprehensive Data Integration: The platform incorporates technical, fundamental, sentiment, and economic indicators to provide a holistic view of market conditions. - Customization and Transparency: Users can fine-tune strategies by adjusting parameters such as trade holding periods and gain insights into the AI's decision-making processes through transparent backtesting. - Seamless Broker Integration: QUINETICS allows users to connect their existing brokerage accounts, enabling direct execution of AI-generated trading signals within their portfolios. - Automated and Manual Trading Options: Users have the flexibility to automate their trading bots or manually execute trades based on AI signals, catering to different trading preferences. Primary Value and User Solutions: QUINETICS addresses the challenge of making advanced AI trading strategies accessible to a broader audience by eliminating the need for coding skills and providing a straightforward platform for strategy development and execution. By integrating diverse market indicators, it offers users a comprehensive analytical tool to make informed trading decisions. The platform's commitment to transparency and customization empowers users to tailor strategies to their individual needs, enhancing their trading experience. Additionally, QUINETICS is offered free of charge, with the option for users to support the platform through donations, ensuring affordability and inclusivity.

Who Is the Company Behind QUINETICS?

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