Best Data Modeling Tools

Compare the Top Data Modeling Tools as of October 2025

What are Data Modeling Tools?

Data modeling tools are software tools that help organizations design, visualize, and manage data structures, relationships, and flows within databases and data systems. These tools enable data architects and engineers to create conceptual, logical, and physical data models that ensure data is organized in a way that is efficient, scalable, and aligned with business needs. Data modeling tools also provide features for defining data attributes, establishing relationships between entities, and ensuring data integrity through constraints. By automating aspects of the design and validation process, these tools help prevent errors and inconsistencies in database structures. They are essential for businesses that need to manage complex datasets and maintain data consistency across multiple platforms. Compare and read user reviews of the best Data Modeling tools currently available using the table below. This list is updated regularly.

  • 1
    Domo

    Domo

    Domo

    Domo puts data to work for everyone so they can multiply their impact on the business. Our cloud-native data experience platform goes beyond traditional business intelligence and analytics, making data visible and actionable with user-friendly dashboards and apps. Underpinned by a secure data foundation that connects with existing cloud and legacy systems, Domo helps companies optimize critical business processes at scale and in record time to spark the bold curiosity that powers exponential business results.
  • 2
    Looker

    Looker

    Google

    Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. Looker is reinventing business intelligence for the modern company. Looker works the way the web does: browser-based, its unique modeling language lets any employee leverage the work of your best data analysts. Operating 100% in-database, Looker capitalizes on the newest, fastest analytic databases—to get real results, in real time.
  • 3
    Google Data Studio
    Unlock the power of your data with interactive dashboards and beautiful reports that inspire smarter business decisions. It's easy and free. Easily access a wide variety of data. Data Studio’s built-in and partner connectors makes it possible to connect to virtually any kind of data. Turn your data into compelling stories of data visualization art. Quickly build interactive reports and dashboards with Data Studio’s web based reporting tools. Share your reports and dashboards with individuals, teams, or the world. Collaborate in real time. Embed your report on any web page.
  • 4
    JMP Statistical Software

    JMP Statistical Software

    JMP Statistical Discovery

    JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect.
    Starting Price: $1320/year/user
  • 5
    Quary

    Quary

    Quary

    Connect to your data warehouse, and SSO authenticates your team in seconds. Organize your business intelligence as SQL. Make changes with confidence, automated testing validates every update. Deploy models confidently and travel back in time when things go wrong. Quary connects to your sensitive data store. In order to protect it, Quary is built from the ground up with security in mind. By default, data does not leave your estate, data exchanges happen between your Quary client and your data store. Transform data together, model, test, and deploy as a team. SSO is not an extra, we include it in our base plan and even help set it up. No one should share credentials. Quary builds upon your data store's access management systems and helps you manage it. We are in the process of implementing SOC2 and have security credentials (CISSP) on the team to ensure your data stays secure.
    Starting Price: Free
  • 6
    Zebra AI

    Zebra AI

    Zebra BI

    AI-powered Business Intelligence. Cut through the data modeling hassle. Create sales dashboards, get insights, & collaborate instantly. Build sales dashboards in less than 15 seconds. Whether you’re a business analyst, a BI consultant, or a CEO, anyone can work with Zebra AI: just upload your data and let our AI work the data & generate your dashboard instantly. We’ve made Zebra AI secure – because your business data should be yours alone, and not part of a massive machine learning project. You don’t need another chart maker. Zebra AI is your trusty consultant to help you spot trends, retrieve information, and make compelling presentations. Share your dashboards and AI chats. Enable your entire team to work with the same source of truth – and all of this, in just a couple of clicks. This is more than just a powerful chatbot: it’s a tool experienced data analysts can wield to be more effective – no matter how complex your question or analysis is.
    Starting Price: $16/month
  • 7
    5X

    5X

    5X

    5X is an all-in-one data platform that provides everything you need to centralize, clean, model, and analyze your data. Designed to simplify data management, 5X offers seamless integration with over 500 data sources, ensuring uninterrupted data movement across all your systems with pre-built and custom connectors. The platform encompasses ingestion, warehousing, modeling, orchestration, and business intelligence, all rendered in an easy-to-use interface. 5X supports various data movements, including SaaS apps, databases, ERPs, and files, automatically and securely transferring data to data warehouses and lakes. With enterprise-grade security, 5X encrypts data at the source, identifying personally identifiable information and encrypting data at a column level. The platform is designed to reduce the total cost of ownership by 30% compared to building your own platform, enhancing productivity with a single interface to build end-to-end data pipelines.
    Starting Price: $350 per month
  • 8
    Whatagraph

    Whatagraph

    Whatagraph

    Create and automate visual marketing reports in minutes. Social Media, PPC, SEO, E-mail and other channel marketing analytics in one place to simplify your reporting and campaign assessment. Forget all manual work and human mistakes! Whatagraph’s reports are easy to use and even enjoyable, now you can be calm that even your junior teammates will be capable of understanding and creating multi-source reports fast. Amount of digital marketing data you gather is increasing rapidly. Stay up to date with latest performance in an engaging way. Whatagraph presents data in a way that your clients and teams can easily understand marketing performance and act on it when and where it counts. Set up daily, weekly or monthly automated reports to reach your client's email at the time you select. Customize reports with your own logo, custom color schemes and send them from your own domain. Report the data for several campaigns within different date ranges and sources.
    Starting Price: $99 per month
  • 9
    IBM Cognos Analytics
    IBM Cognos Analytics acts as your trusted co-pilot for business with the aim of making you smarter, faster, and more confident in your data-driven decisions. IBM Cognos Analytics gives every user — whether data scientist, business analyst or non-IT specialist — more power to perform relevant analysis in a way that ties back to organizational objectives. It shortens each user’s journey from simple to sophisticated analytics, allowing them to harness data to explore the unknown, identify new relationships, get a deeper understanding of outcomes and challenge the status quo. Visualize, analyze and share actionable insights about your data with anyone in your organization with IBM Cognos Analytics.
  • 10
    Amazon QuickSight
    Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications.
  • 11
    Salesforce Marketing Cloud Intelligence
    Optimize spend and customer engagement with unified performance data, automated reporting, and cost-saving AI insights. Create an active analysis system. Produce new insights with a connected library of more than 170 connectors for intaking data from every major advertising, commerce, CRM, and database vendor. Make your IT team more efficient with always-on updated connector maintenance and turnkey installation — where you can simply enter your credentials and start unifying your cross-channel marketing performance in minutes. Reporting and dashboards tell the big picture story. But what about actionable insights? With Einstein, you can select a KPI you want to improve and create an always-on pipeline of AI insights. You can answer big-picture questions like how to reduce spend by lowering your CPM or go deeper to see what creative had the largest outlier effects in a recent campaign. Einstein looks at all your data, ranking insights on what’s driving the most engagement.
  • 12
    Databricks Data Intelligence Platform
    The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker.
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