Best Data Science and Machine Learning Platforms - Page 29

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

Total Products under this Category: 1,647

Category Stats (Oct 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Palantir Foundry (+1.15%) - Among all products in this category, Palantir Foundry recorded the largest rating increase compared to last month

Last updated: October 13, 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
  • 14,600+ Authentic Reviews
  • 1,647+ 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 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=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=matlab&focus%5B%5D=dataiku)

Chryso.ai

Chryso.ai is an advanced AI-powered platform designed to revolutionize the way businesses analyze and interpret complex data. By leveraging cutting-edge machine learning algorithms, Chryso.ai enables organizations to uncover actionable insights, streamline decision-making processes, and drive innovation. 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: - Automated Data Analysis: Chryso.ai automates the process of data analysis, reducing the time and effort required to extract meaningful insights from large datasets. - Predictive Analytics: The platform offers predictive modeling capabilities, allowing users to forecast trends and make informed decisions based on data-driven predictions. - Customizable Dashboards: Users can create personalized dashboards to visualize data in a way that best suits their needs, enhancing the clarity and impact of the information presented. - Seamless Integration: Chryso.ai integrates effortlessly with existing data sources and business intelligence tools, ensuring a smooth workflow and minimal disruption to current operations. - Scalability: Designed to handle data of varying sizes, Chryso.ai scales with your business, accommodating growth and increasing data complexity without compromising performance. Primary Value and Solutions Provided: Chryso.ai addresses the common challenge of data overload by simplifying the analysis process and providing clear, actionable insights. It empowers businesses to make data-driven decisions with confidence, leading to improved operational efficiency, enhanced customer experiences, and a competitive edge in the market. By automating complex analytical tasks, Chryso.ai frees up valuable time for teams to focus on strategic initiatives and innovation.

Who Is the Company Behind Chryso.ai?

Cicerai

Who Is the Company Behind Cicerai?

  • Seller: Cicerai
  • Year Founded: 2023
  • HQ Location: The Woodlands, US
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

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Clario

Who Is the Company Behind Clario?

  • Seller: Clario
  • Year Founded: 2002
  • HQ Location: Eden Prairie, US
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

CleanRoll AI

CleanRoll AI is an advanced software solution designed to streamline and enhance the process of data cleansing and preparation for businesses dealing with large datasets. By leveraging artificial intelligence, CleanRoll AI automates the identification and correction of data inconsistencies, duplicates, and errors, ensuring that organizations maintain high-quality, reliable data for their operations and decision-making processes. Key Features and Functionality: - Automated Data Cleaning: Utilizes AI algorithms to detect and rectify errors, inconsistencies, and duplicates within datasets, reducing manual effort and increasing accuracy. - Data Standardization: Ensures uniformity across data entries by standardizing formats, units, and terminologies, facilitating seamless integration and analysis. - Real-Time Processing: Offers real-time data processing capabilities, allowing businesses to maintain up-to-date and accurate information without delays. - Customizable Rules and Policies: Provides the flexibility to define and implement custom data cleansing rules and policies tailored to specific business needs and industry standards. - Comprehensive Reporting: Generates detailed reports on data quality metrics, cleansing activities, and outcomes, enabling organizations to monitor improvements and compliance. Primary Value and Solutions Provided: CleanRoll AI addresses the critical challenge of maintaining high-quality data in an era where businesses rely heavily on data-driven insights. By automating the data cleansing process, it significantly reduces the time and resources required for manual data preparation, minimizes errors, and enhances the reliability of data analytics. This leads to more informed decision-making, improved operational efficiency, and a competitive edge in the market.

Who Is the Company Behind CleanRoll AI?

ClickBoss

ClickBoss is an advanced analytics platform designed to transform complex data into actionable insights, enabling businesses to make informed, data-driven decisions. By integrating with various marketing and analytics tools, ClickBoss simplifies data analysis, providing real-time audits and comprehensive reports that drive sustainable growth. Its user-friendly interface ensures that both individuals and teams can harness the power of AI to optimize their strategies and achieve measurable results. Key Features and Functionality: - Marketing Analytics: Connects ad performance to meaningful outcomes through channel attribution, campaign ROI analysis, conversion funnel insights, A/B testing strategies, and integration with platforms like Meta, Google, and TikTok. - Product Analytics: Provides insights into user behavior, identifying drop-off points and retention metrics by implementing event taxonomy, feature usage tracking, and app SDK integration with tools such as Firebase and Amplitude. - Chatbot Analytics: Transforms live conversations into growth opportunities by tracking drop-off points, mapping unresolved queries, analyzing chat funnels, and attributing interactions to conversions and sales, compatible with Intercom, Zendesk, Drift, and custom bots. - Growth Transformation: Aligns data, technology, and product teams around growth by partnering with stakeholders, streamlining tracking across web, app, and ads, building event frameworks aligned to KPIs, and laying the foundation for scalable, AI-powered growth. - AI & Analytics Enablement: Turns data into fast, reliable, and AI-ready decisions by auditing current analytics stacks for AI readiness, defining measurement plans for automation, implementing clean, structured event data, building dashboards, and training teams to trust and use AI insights. Primary Value and Solutions: ClickBoss empowers businesses to simplify AI-driven data insights, enabling fast, reliable, and unbiased decisions that drive sustainable growth and build a strong data-driven culture. By providing comprehensive analytics services, it addresses common challenges such as inefficient data tracking, unclear metrics, and the complexity of integrating multiple data sources. With ClickBoss, organizations can streamline their analytics processes, enhance collaboration among teams, and make informed decisions that lead to measurable business growth.

Who Is the Company Behind ClickBoss?

CloudPotential Data Tools

CloudPotential Data Tools is a multi-user software platform designed for data analytics, AI integration, and design, tailored specifically for research and R&D teams. It provides discipline-specific tools that accelerate scientific, philanthropic, and financial outcomes, making it an essential resource for organizations focused on innovation and discovery. This platform offers two distinct packages—Glia and Neuron—each catering to different user needs. Glia includes features like Coffee Talk Chat, Data Tools, Plotting, and Corporate SnapShot Posts, making it ideal for collaborative communication and data visualization. Neuron expands on these capabilities by adding advanced AI-driven tools such as CloudBot Chat, CloudBot Artis for generative AI, and CloudBot Analyst for AI-powered analysis, alongside coding functionalities. CloudPotential Data Tools addresses the need for streamlined workflows, enhanced collaboration, and cutting-edge AI tools in research environments. Whether you're a scientist, designer, or part of an R&D team, this platform empowers users to optimize productivity and achieve impactful results.

Who Is the Company Behind CloudPotential Data Tools?

CluePoints

Who Is the Company Behind CluePoints?

  • Seller: CluePoints
  • Year Founded: 2012
  • HQ Location: Avenue Albert Einstein 2A, BE
  • LinkedIn® Page: www.linkedin.com
    310 employees on LinkedIn®

Clusterly AI

Clusterly AI is an advanced artificial intelligence platform designed to streamline and enhance data clustering processes for businesses and researchers. By leveraging cutting-edge machine learning algorithms, it enables users to efficiently organize and analyze large datasets, uncovering meaningful patterns and insights that drive informed decision-making. The platform's intuitive interface and robust performance make it accessible to both technical and non-technical users, facilitating seamless integration into existing workflows. Key Features and Functionality: - Automated Data Clustering: Utilizes sophisticated AI algorithms to automatically group similar data points, reducing manual effort and increasing accuracy. - Scalability: Capable of handling datasets of varying sizes, from small collections to massive repositories, ensuring consistent performance. - Customizable Parameters: Offers flexibility in adjusting clustering parameters to meet specific project requirements and objectives. - Visualization Tools: Provides interactive visual representations of clustered data, aiding in the interpretation and presentation of results. - Integration Capabilities: Easily integrates with existing data management and analytics tools, enhancing overall productivity. Primary Value and User Solutions: Clusterly AI addresses the challenge of efficiently organizing and analyzing large volumes of data, a common hurdle for businesses and researchers. By automating the clustering process, it saves time and resources, allowing users to focus on deriving actionable insights. The platform's scalability ensures it can adapt to growing data needs, while its user-friendly interface democratizes access to advanced data analysis, empowering organizations to make data-driven decisions with confidence.

Who Is the Company Behind Clusterly AI?

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