Best Data Modeling Tools for Mac of 2025

Your data. Your insights. No black-box analytics. Kubit is the leading Customer Journey Analytics platform, empowering teams with self-service insights, rapid decision-making, and full transparency—without engineering dependencies or vendor lock-in. Unlike traditional solutions, Kubit eliminates data silos and third-party ownership, enabling enterprises to analyze customer behavior directly within their cloud data warehouse (Snowflake, BigQuery, Databricks)—no forced data extraction, no hidden algorithms. Designed for product, data, and marketing teams, Kubit supports funnel, retention, path, and cohort analysis out of the box. With real-time anomaly detection and exploratory analytics, teams can surface trends and drive engagement—without compromise. Enterprises like Paramount, TelevisaUnivision, and Miro trust Kubit for its flexibility, governance, and expert support. ➡️ Learn more at kubit.ai.

Domo puts data to work for everyone so they can multiply their impact on the business. Underpinned by a secure data foundation, our cloud-native data experience platform makes data visible and actionable with user-friendly dashboards and apps. Domo helps companies optimize critical business processes at scale and in record time to spark bold curiosity that powers exponential business results.

JMP, data analysis software Mac and Windows, combines powerful statistics with interactive visualization. It is simple to import and process data. Drag-and-drop interface, dynamically linked graphics, libraries of advanced analytics functionality, scripting language, and ways to share findings with others allow users to dig deeper into their data with greater ease. JMP was originally developed in 1980 to capture the new value of GUI for personal computers. JMP continues to add cutting-edge statistical methods to the software's functionality with every release. John Sall, the organization's founder, is still Chief Architect.

DbSchema is an innovative tool designed for collaborative visual schema design, deployment, and documentation within teams. Its various integrated features, such as data exploration, a visual query editor, and data generator, make it an essential resource for anyone working with databases on a daily basis. Supporting a wide range of both relational and No-SQL databases—including MySQL, PostgreSQL, SQLite, Microsoft SQL Server, MongoDB, MariaDB, Redshift, Snowflake, and Google—DbSchema caters to diverse database needs. One of its standout capabilities is reverse-engineering database schemas and representing them visually through diagrams. Users can engage with their databases through these diagrams and other visual tools. The DbSchema model maintains its version of the schema structure, which is distinct from the actual database, enabling seamless deployment across various databases. This feature allows users to save design models as files, store them in GIT, and collaborate on schema design without needing a direct database connection. Additionally, users can easily compare different schema versions and generate SQL migration scripts, enhancing their workflow efficiency. Ultimately, DbSchema empowers teams to streamline their database management processes effectively.

Enterprise Architect is an enterprise-wide solution that allows you to visualize, analyze and model, test, and maintain all your software, processes, and architectures. Enterprise Architect is the perfect platform to help you manage your workspace, support your team, encourage collaboration, and build confidence in your most complex projects.

TADA by MyDataModels offers a top-tier predictive analytics solution that enables professionals to leverage their Small Data for business improvement through a user-friendly and easily deployable tool. With TADA, users can quickly develop predictive models that deliver actionable insights in a fraction of the time, transforming what once took days into mere hours thanks to an automated data preparation process that reduces time by 40%. This platform empowers individuals to extract valuable outcomes from their data without the need for programming expertise or advanced machine learning knowledge. By utilizing intuitive and transparent models composed of straightforward formulas, users can efficiently optimize their time and turn raw data into meaningful insights effortlessly across various platforms. The complexity of predictive model construction is significantly diminished as TADA automates the generative machine learning process, making it as simple as inputting data to receive a model output. Moreover, TADA allows for the creation and execution of machine learning models on a wide range of devices and platforms, ensuring accessibility through its robust web-based pre-processing capabilities, thereby enhancing operational efficiency and decision-making.

Navicat Data Modeler is an efficient and budget-friendly tool for database design that enables users to create high-quality conceptual, logical, and physical data models. It provides a visual interface for designing database structures, facilitates both reverse and forward engineering, allows for the importation of models from ODBC data sources, and can generate intricate SQL/DDL statements while offering the ability to print models. This tool simplifies the process of developing complex entity relationship models, enabling users to generate SQL scripts with just a click. Supporting a variety of database systems such as MySQL, MariaDB, Oracle, SQL Server, PostgreSQL, and SQLite, it allows for the creation, modification, and design of models through professional object designers tailored for Tables and Views. Users can manage their tasks effectively without the need to write intricate SQL for object creation and editing, providing clarity on their work. Furthermore, Navicat Data Modeler accommodates three standard notations, including Crow’s Foot, IDEF1x, and UML, making it versatile for different design preferences. With its comprehensive features, it stands out as an indispensable tool for both novice and experienced database designers.

Facilitates faster and more straightforward creation and alteration of databases, making routine database tasks more efficient. It supports a variety of operating systems and database types under a single license. Users can apply changes using generated scripts and utilize ER diagrams for modeling, analyzing, and conveying their designs effectively. The software allows for quick reverse engineering of databases into the database designer within seconds. Our main focus is on developing features that enhance the productivity of database developers during design processes. By employing rigorous testing and maintaining continuous release cycles, we aim to create a dependable product for users. DbWrench is compatible with Windows, Mac OS X, and Linux, all covered under a single license, and works seamlessly with today's leading database systems. Users can directly edit database elements in the diagram, eliminating the need to navigate through tree nodes and property sheets. Additionally, it offers multiple ER notation options, including Bachman, Barker, and Information Engineering, to cater to various user preferences. This flexibility ensures that users have the tools they need to create effective database designs efficiently.

Easily create and modify database models through a user-friendly interface that simplifies the process. The forms clearly indicate which fields are mandatory for accurate SQL code generation. You are free to obtain, alter, and share the source code at no cost. This project features a public repository offering full access and the ability to fork the code, enabling developers to craft their own variations based on the original. Built on the Qt framework, pgModeler is compatible with Windows, Linux, and macOS, and its build scripts can be easily adjusted to address specific dependencies unique to each operating system. You can design a model once and export it across various versions effortlessly. With its dynamic code generation capabilities, pgModeler supports exporting to multiple PostgreSQL versions, ranging from 9.x to 13.x. If you find that certain features are lacking, you can utilize the plug-in development interface to create custom extensions for pgModeler without altering the core code. Moreover, this flexibility allows developers to enhance their database modeling experience and tailor it to their specific needs.

Hackolade is the pioneer for data modeling of NoSQL and multi-model databases, providing a comprehensive suite of data modeling tools for various NoSQL databases and APIs. Hackolade is the only data modeling tool for MongoDB, Neo4j, Cassandra, ArangoDB, BigQuery, Couchbase, Cosmos DB, Databricks, DocumentDB, DynamoDB, Elasticsearch, EventBridge Schema Registry, Glue Data Catalog, HBase, Hive, Firebase/Firestore, JanusGraph, MariaDB, MarkLogic, MySQL, Oracle, PostgreSQL, Redshift, ScyllaDB, Snowflake, SQL Server, Synapse, TinkerPop, YugabyteDB, etc. It also applies its visual design to Avro, JSON Schema, Parquet, Protobuf, Swagger and OpenAPI, and is rapidly adding new targets for its physical data modeling engine. The software is user-friendly and simple to use yet provides powerful visuals and graphic data modeling to smooth the onboarding of NoSQL technology. Its software tools help functional analysts, designers, architects, and DBAs involved with NoSQL technology achieve greater transparency and control, resulting in reduced development time, increased application quality, and lower execution risks across the enterprise.

Galaxy Modeler is a user-friendly and modern schema-design desktop application for GraphQL data modeling. Create GraphQL diagrams, visualize existing schema structures and generate documentation or schema definition scripts. Supported platforms include GraphQL. Key features - Schema design for GraphQL - Import and visualization of existing schemas - Import of structures from online sources - Generating interactive documentation - Generating schema creation scripts - Reports with various styles - Display modes - Support for sub-diagrams

Luna Modeler is an easy-to-use data modeling tool for your favorite databases. Design and visualize database structures, generate SQL scripts, and create interactive documentation. Perfect for both pros and beginners, Luna Modeler makes data modeling simple! Supported platforms: - Oracle Database - SQL Server - PostgreSQL - MySQL - MariaDB - SQLite Key features: - Database modeling and design - Reverse engineering from Oracle, SQL Server, PostgreSQL, MySQL, MariaDB - Import from SQLite files - Support for SSH/SSL/TLS connections - Generation of interactive HTML reports - Generation of SQL scripts - Project update - Various themes and styles for reports - Multiple display modes - Support for sub-diagrams - Generation of alter scripts for selected database platforms

RapidMiner is redefining enterprise AI so anyone can positively shape the future. RapidMiner empowers data-loving people from all levels to quickly create and implement AI solutions that drive immediate business impact. Our platform unites data prep, machine-learning, and model operations. This provides a user experience that is both rich in data science and simplified for all others. Customers are guaranteed success with our Center of Excellence methodology, RapidMiner Academy and no matter what level of experience or resources they have.

Utilize the most effective modeling strategies tailored to meet your business requirements. Gain the advantage of a support system that fosters collaboration among individuals with diverse expertise, complemented by dedicated methodological assistance. Customize the platform to fit your organization's specific needs, including its participants, roles, expertise, projects, and federated entities. Maintain your knowledge in a structured and standardized repository that brings together all models and documentation. Automatically disseminate information through web portals or keep documents up to date for easy access. Establish a shared language suitable for each stakeholder involved. Effectively organize and oversee the repository for optimal performance. Access software that can scale with the fluctuations in project demands and team sizes. Ensure that your solution is available to teams, regardless of their physical location. Benefit from continuous support, addressing both material and functional aspects, to facilitate smooth operations. This comprehensive approach not only enhances efficiency but also promotes a culture of collaboration and innovation within your organization.

Moon Modeler is a modern data modeling tool for MongoDB and Mongoose. Draw diagrams, visualize existing database structures and generate interactive documentation or schema creation or validation scripts. Supported platforms: - MongoDB - Mongoose Key features: - Easy and comfortable visual schema design - Visualization of existing MongoDB structures - Support for SSH/SSL/TLS connections - Support for modeling of nested objects - Generation of interactive HTML reports - Generation of schema validation scripts - Various themes and styles for reports - Support for sub-diagrams - Multiple display modes

Oracle SQL Developer Data Modeler is a complimentary graphical application designed to boost efficiency and streamline the process of data modeling. With this tool, users can effortlessly create, navigate, and modify various models, including logical, relational, physical, multi-dimensional, and data type models. The Data Modeler also offers capabilities for both forward and reverse engineering, while facilitating collaborative efforts through built-in source code management. It is versatile enough to be utilized in traditional setups as well as cloud-based environments. As part of the Oracle Database Tools suite, Oracle SQL Developer Data Modeler stands out as a comprehensive, independent product featuring a wide array of data and database modeling tools and utilities. Additional resources, including a general FAQ and other relevant materials, can be found on the Data Modeler homepage. This document aims to address some of the pricing-related inquiries that have emerged within the community, providing helpful insights for users navigating these questions.

Illustrate Sequelize models, their fields, and associations in a visual format to enhance understanding. By incorporating annotations, comments, images, and hyperlinks into your diagrams, you can create visually appealing representations that are also suitable for printing. These diagrams serve as a detailed map of your data architecture, enabling you to identify mistakes easily. Think of it as a blueprint for a house; it provides clarity on what you are constructing, how different elements are interconnected, and includes essential documentation. This visual tool aids all team members and clients in grasping the relationships between collections and documents effectively. Additionally, it allows for the design of database structures and the generation of corresponding code, minimizing errors and facilitating swift modifications. With these diagrams, you not only streamline your development process but also enhance collaboration and communication within your team.

The software is fully compatible with the UML 2.X standard metamodel, accommodating a variety of diagrams including class, object, use case, component, deployment, composite structure, sequence, communication, statechart, activity, timing, interaction overflow, information flow, and profile diagrams. In addition to UML, it also facilitates modeling with SysML diagrams such as requirement, block definition, internal block, and parametric diagrams. It is optimized for Retina (High-DPI) displays, ensuring that all diagrams, text, and icons appear exceptionally sharp and can be easily exported as High-DPI images in formats like PNG and JPEG. Users can effortlessly discover and install numerous third-party extensions, many of which are open source and available on GitHub. The tool also incorporates a range of shorthands in the Quick Edit feature, allowing for the swift creation of elements and relationships simultaneously, including sub-classes and supporting interfaces, thus enhancing overall productivity. Additionally, this versatility makes it an invaluable resource for professionals seeking comprehensive modeling capabilities.

Simplify and enhance the accessibility of enterprise data through erwin Data Modeler. Recognized as the leading data modeling tool, erwin Data Modeler is utilized by premier brands globally to establish a cohesive perspective of data from diverse sources, thereby promoting its utilization, comprehension, and reliability throughout the organization. This versatile software is offered in three distinct editions: Standard, Workgroup, and Navigator, catering to varying business needs. By leveraging these options, organizations can tailor their data modeling approach to align with their specific requirements and enhance overall data governance.

Explore, create, and manage databases utilizing Valentina DB, MySQL, MariaDB, PostgreSQL, and SQLite at no cost. Generate comprehensive business reports through Valentina Studio Pro, either on Valentina Server or within an application that utilizes an Application Developer Kit. Engage in backward engineering with standard practices while also employing forward engineering techniques in Valentina Studio Pro. Conduct reverse engineering to produce diagrams for pre-existing databases, and easily integrate new elements into these diagrams. Write SQL queries with features such as auto-completion and syntax highlighting, while also defining and managing favorite queries and accessing recent ones seamlessly. Benefit from a function browser that provides a dictionary for each SQL function as well as consoles that report errors, warnings, and performance metrics. Efficiently search and export result records in various formats including CSV, JSON, and Excel, while simultaneously editing the properties of multiple database objects. Delve deep into tables and fields with remarkable speed, and manage the addition or removal of users and groups, along with their associated privileges. This multifaceted approach ensures that users can handle database management with efficiency and effectiveness.

Online editor that allows content creators to create charts, data widgets and maps to visualize data. It also provides information, tables and spreadsheet tools to improve productivity. Visual Paradigm has a powerful API that allows for the creation of plug-ins to add custom functionality. Visual Paradigm Server version 17.0 allows project teams to manage the rollout of plug-ins. The Enterprise Model Finder makes it easy to quickly find model elements within your team projects. Version 17.0 includes a number major improvements that make it easier to search for data and make it more understandable. A project template is a way to start a project without having to start from scratch. Your project templates can include guidelines, glossary, corporate workflows, and more depending on the nature of your projects. A project template is simply a way to get an idea of what you can do with your work.

MySQL Workbench serves as an integrated visual platform designed for database architects, developers, and administrators. It encompasses functionalities for data modeling, SQL development, and a wide range of administrative tasks like server setup, user management, and backup solutions. Compatible with Windows, Linux, and Mac OS X, MySQL Workbench allows users to visually design and manage databases efficiently. This tool provides everything necessary for data modelers to create intricate ER models while also facilitating forward and reverse engineering processes. Additionally, it offers essential features for managing changes and documentation, which typically consume considerable time and resources. With visual tools for building, executing, and refining SQL queries, MySQL Workbench enhances productivity. The SQL Editor boasts features such as syntax highlighting, auto-completion, the ability to reuse SQL snippets, and a history of SQL executions for easy tracking. Furthermore, the Database Connections Panel streamlines the management of database connections, making it user-friendly for developers at all levels.

The Archi® modeling toolkit is an open-source software designed for the creation of ArchiMate models and diagrams, widely utilized by Enterprise Architects globally. This toolkit is aimed at various levels of Enterprise Architects and Modellers, offering an affordable entry point for beginners exploring the ArchiMate modeling language or those seeking a versatile, cross-platform solution for their organization. It encourages engagement with ArchiMate within frameworks such as TOGAF® or other Enterprise Architecture methodologies. The ArchiMate® modeling language serves as an independent and open standard for Enterprise Architecture, facilitating the description, analysis, and visualization of architectural structures across different business domains. As one of the open standards supported by The Open Group®, ArchiMate is fully compatible with TOGAF®, helping stakeholders evaluate the implications of their design decisions and modifications effectively. This toolkit not only simplifies the modeling process but also enhances collaboration among teams by providing a shared visual language for architectural discussions.