Best Data Science and Machine Learning Platforms - Page 78

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

Total Products under this Category: 1,540

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
  • 14,500+ Authentic Reviews
  • 1,540+ 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, IBM watsonx.data, Snowflake, MATLAB, 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=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=matlab&focus%5B%5D=hex-tech-hex)

Q

Q is a cloud based data science and artificial intelligence platform, integrating 16 years of Quantium’s IP into one powerful platform.

Who Is the Company Behind Q?

  • Seller: Quantium
  • Year Founded: 2016
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    70 employees on LinkedIn®

Qquest

Qquest is an AI-powered analytics platform designed to empower business professionals and data leaders by simplifying data querying and enhancing decision-making processes. By integrating generative AI, Qquest enables users to connect their data sources and obtain immediate answers to their queries, eliminating the need to switch between multiple tools. This seamless access to information fosters efficient, real-time data analysis, thereby boosting productivity and facilitating informed business decisions. Key Features and Functionality: - Query Assistant Chrome Extension: Allows business professionals to connect their data sources directly within the Chrome browser, enabling immediate responses to queries without leaving their workflow. - Admin Portal for Data Leaders: Provides a customizable platform where data leaders can train the AI assistant to better understand company-specific contexts, including customer profiles, products, and business needs, ensuring more accurate and relevant insights. - Generative AI Integration: Leverages advanced AI technologies to process and interpret complex data sets, delivering precise and actionable insights in real-time. Primary Value and Problem Solved: Qquest addresses the common challenge of navigating and extracting meaningful insights from vast and complex data landscapes. By offering an intuitive interface powered by generative AI, it democratizes data access, allowing users without technical expertise to perform sophisticated data analyses. This capability accelerates business growth by enabling teams to make data-driven decisions swiftly and confidently, without the traditional bottlenecks associated with data querying and interpretation.

Who Is the Company Behind Qquest?

QuadrantX

QuadrantX is an advanced data analytics platform designed to empower businesses with actionable insights through comprehensive data integration and analysis. By consolidating diverse data sources into a unified interface, QuadrantX enables organizations to make informed decisions, optimize operations, and drive growth. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, including databases, cloud services, and APIs, ensuring a holistic view of organizational data. - Advanced Analytics: Utilizes machine learning algorithms and statistical models to uncover patterns, trends, and correlations within datasets. - Customizable Dashboards: Offers interactive and user-friendly dashboards that can be tailored to specific business needs, providing real-time visualizations and reports. - Collaboration Tools: Facilitates team collaboration by allowing users to share insights, reports, and dashboards securely within the organization. - Scalability: Designed to handle large volumes of data, ensuring performance remains optimal as data grows. Primary Value and Solutions Provided: QuadrantX addresses the challenge of disparate and siloed data by providing a centralized platform for data analysis. It empowers users to derive meaningful insights without requiring extensive technical expertise, thereby accelerating decision-making processes. By offering real-time analytics and customizable reporting, QuadrantX helps businesses identify opportunities, mitigate risks, and enhance overall efficiency.

Who Is the Company Behind QuadrantX?

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?

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