# Top 10 AtScale Alternatives & Competitors **Average Rating:** 4.5/5 **Total Number of Reviews:** 4 Explore the best alternatives to AtScale for users who need new software features or want to try different solutions. Semantic Layer Tools is a widely used technology, and many people are seeking secure, top rated software solutions with big data connectors, data virtualization, and architecture. Other important factors to consider when researching alternatives to AtScale include reliability and ease of use. The best overall AtScale alternative is Snowflake. Other similar apps like AtScale are Google Cloud BigQuery, IBM Db2, SAP HANA Cloud, and Databricks. AtScale alternatives can be found in [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) but may also be in [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) or [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse). ## Best Paid & Free Alternatives to AtScale - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Domo](https://www.g2.com/products/domo/reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) ## Top 10 Alternatives to AtScale Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how AtScale stacks up to the competition, check reviews from current & previous users in industries like Banking, Computer Software, and Health, Wellness and Fitness, and find the best product for your business. ### 1. [Snowflake](https://www.g2.com/products/snowflake/reviews) By Snowflake, Inc. **Average Rating:** 4.5/5 **Total Reviews:** 761 Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience. Categories in common with AtScale: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [AtScale vs Snowflake](https://www.g2.com/compare/atscale-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake) - [Snowflake vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-snowflake) - [Snowflake vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-snowflake) - [Snowflake vs Tableau](https://www.g2.com/compare/snowflake-vs-tableau) - [Snowflake vs Microsoft Power BI](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-snowflake) - [Snowflake vs Domo](https://www.g2.com/compare/domo-vs-snowflake) - [Snowflake vs Alteryx](https://www.g2.com/compare/alteryx-vs-snowflake) ### 2. [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) By Google **Average Rating:** 4.5/5 **Total Reviews:** 1,223 Analyze Big Data in the cloud with BigQuery. Run fast, SQL-like queries against multi-terabyte datasets in seconds. Scalable and easy to use, BigQuery gives you real-time insights about your data. Categories in common with AtScale: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [AtScale vs Google Cloud BigQuery](https://www.g2.com/compare/atscale-vs-google-cloud-bigquery) **Compare Google Cloud BigQuery with other alternatives:** - [Google Cloud BigQuery vs Snowflake](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake) - [Google Cloud BigQuery vs IBM Db2](https://www.g2.com/compare/google-cloud-bigquery-vs-ibm-db2) - [Google Cloud BigQuery vs SAP HANA Cloud](https://www.g2.com/compare/google-cloud-bigquery-vs-sap-hana-cloud-2025-10-01) - [Google Cloud BigQuery vs Databricks](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery) - [Google Cloud BigQuery vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-google-cloud-bigquery) - [Google Cloud BigQuery vs Tableau](https://www.g2.com/compare/google-cloud-bigquery-vs-tableau) - [Google Cloud BigQuery vs Microsoft Power BI](https://www.g2.com/compare/google-cloud-bigquery-vs-microsoft-microsoft-power-bi) - [Google Cloud BigQuery vs Domo](https://www.g2.com/compare/domo-vs-google-cloud-bigquery) - [Google Cloud BigQuery vs Alteryx](https://www.g2.com/compare/alteryx-vs-google-cloud-bigquery) ### 3. [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) By IBM **Average Rating:** 4.1/5 **Total Reviews:** 683 IBM® Db2® is the database that offers enterprise-wide solutions handling high-volume workloads. It is optimized to deliver industry-leading performance while lowering costs. Categories in common with AtScale: [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [AtScale vs IBM Db2](https://www.g2.com/compare/atscale-vs-ibm-db2) **Compare IBM Db2 with other alternatives:** - [IBM Db2 vs Snowflake](https://www.g2.com/compare/ibm-db2-vs-snowflake) - [IBM Db2 vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-ibm-db2) - [IBM Db2 vs SAP HANA Cloud](https://www.g2.com/compare/ibm-db2-vs-sap-hana-cloud-2025-10-01) - [IBM Db2 vs Databricks](https://www.g2.com/compare/databricks-vs-ibm-db2) - [IBM Db2 vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-ibm-db2) - [IBM Db2 vs Tableau](https://www.g2.com/compare/ibm-db2-vs-tableau) - [IBM Db2 vs Microsoft Power BI](https://www.g2.com/compare/ibm-db2-vs-microsoft-microsoft-power-bi) - [IBM Db2 vs Domo](https://www.g2.com/compare/domo-vs-ibm-db2) - [IBM Db2 vs Alteryx](https://www.g2.com/compare/alteryx-vs-ibm-db2) ### 4. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) By SAP **Average Rating:** 4.3/5 **Total Reviews:** 620 SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage. Categories in common with AtScale: [Data Virtualization](https://www.g2.com/categories/data-virtualization) **Compare:** [AtScale vs SAP HANA Cloud](https://www.g2.com/compare/atscale-vs-sap-hana-cloud-2025-10-01) **Compare SAP HANA Cloud with other alternatives:** - [SAP HANA Cloud vs Snowflake](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [SAP HANA Cloud vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Tableau](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-tableau) - [SAP HANA Cloud vs Microsoft Power BI](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Domo](https://www.g2.com/compare/domo-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Alteryx](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) ### 5. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,355 Making big data simple Categories in common with AtScale: [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [AtScale vs Databricks](https://www.g2.com/compare/atscale-vs-databricks) **Compare Databricks with other alternatives:** - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs Google Cloud BigQuery](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery) - [Databricks vs IBM Db2](https://www.g2.com/compare/databricks-vs-ibm-db2) - [Databricks vs SAP HANA Cloud](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [Databricks vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-databricks) - [Databricks vs Tableau](https://www.g2.com/compare/databricks-vs-tableau) - [Databricks vs Microsoft Power BI](https://www.g2.com/compare/databricks-vs-microsoft-microsoft-power-bi) - [Databricks vs Domo](https://www.g2.com/compare/databricks-vs-domo) - [Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-databricks) ### 6. [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.3/5 **Total Reviews:** 404 Amazon Redshift is a fast, fully managed data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing Business Intelligence (BI) tools. Categories in common with AtScale: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [AtScale vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-atscale) **Compare Amazon Redshift with other alternatives:** - [Amazon Redshift vs Snowflake](https://www.g2.com/compare/amazon-redshift-vs-snowflake) - [Amazon Redshift vs Google Cloud BigQuery](https://www.g2.com/compare/amazon-redshift-vs-google-cloud-bigquery) - [Amazon Redshift vs IBM Db2](https://www.g2.com/compare/amazon-redshift-vs-ibm-db2) - [Amazon Redshift vs SAP HANA Cloud](https://www.g2.com/compare/amazon-redshift-vs-sap-hana-cloud-2025-10-01) - [Amazon Redshift vs Databricks](https://www.g2.com/compare/amazon-redshift-vs-databricks) - [Amazon Redshift vs Tableau](https://www.g2.com/compare/amazon-redshift-vs-tableau) - [Amazon Redshift vs Microsoft Power BI](https://www.g2.com/compare/amazon-redshift-vs-microsoft-microsoft-power-bi) - [Amazon Redshift vs Domo](https://www.g2.com/compare/amazon-redshift-vs-domo) - [Amazon Redshift vs Alteryx](https://www.g2.com/compare/alteryx-vs-amazon-redshift) ### 7. [Tableau](https://www.g2.com/products/tableau/reviews) By Salesforce **Average Rating:** 4.4/5 **Total Reviews:** 3,784 Turn data into action at scale with human and agent collaboration. AND Scale data-driven insights with complete operational confidence. AND Deploy visual, self-service analytics with unmatched control and flexibility. Categories in common with AtScale: [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Compare:** [AtScale vs Tableau](https://www.g2.com/compare/atscale-vs-tableau) **Compare Tableau with other alternatives:** - [Tableau vs Snowflake](https://www.g2.com/compare/snowflake-vs-tableau) - [Tableau vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-tableau) - [Tableau vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-tableau) - [Tableau vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-tableau) - [Tableau vs Databricks](https://www.g2.com/compare/databricks-vs-tableau) - [Tableau vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-tableau) - [Tableau vs Microsoft Power BI](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-tableau) - [Tableau vs Domo](https://www.g2.com/compare/domo-vs-tableau) - [Tableau vs Alteryx](https://www.g2.com/compare/alteryx-vs-tableau) ### 8. [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) By Microsoft **Average Rating:** 4.5/5 **Total Reviews:** 1,653 Power BI Desktop is part of the Power BI product suite. Use Power BI Desktop to create and distribute BI content. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore, Google Play or the Microsoft Store. To embed stunning, fully interactive reports and visuals into your applications use Power BI Embedded Categories in common with AtScale: [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Compare:** [AtScale vs Microsoft Power BI](https://www.g2.com/compare/atscale-vs-microsoft-microsoft-power-bi) **Compare Microsoft Power BI with other alternatives:** - [Microsoft Power BI vs Snowflake](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-snowflake) - [Microsoft Power BI vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs SAP HANA Cloud](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-sap-hana-cloud-2025-10-01) - [Microsoft Power BI vs Databricks](https://www.g2.com/compare/databricks-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Tableau](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-tableau) - [Microsoft Power BI vs Domo](https://www.g2.com/compare/domo-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Alteryx](https://www.g2.com/compare/alteryx-vs-microsoft-microsoft-power-bi) ### 9. [Domo](https://www.g2.com/products/domo/reviews) By Domo **Average Rating:** 4.3/5 **Total Reviews:** 1,058 Domo is a cloud-native data experience platform that empowers organizations to connect, visualize, and analyze data from diverse sources in real-time. Designed for both technical and non-technical users, Domo facilitates data-driven decision-making across all levels of an organization by providing intuitive dashboards, AI-powered insights, and customizable visualizations. Its scalable architecture ensures seamless integration with existing cloud and on-premise systems, enabling businesses to optimize processes and drive actionable outcomes efficiently. Key Features and Functionality: - Data Integration: Connects with over 1,000 pre-built connectors, allowing seamless access to various data systems, including CRM, ERP, and cloud databases. - Business Intelligence & Analytics: Offers intuitive tools for creating dynamic dashboards, reports, and visualizations, making complex analytics accessible to all teams. - AI and Predictive Insights: Leverages machine learning capabilities to provide predictive analytics and actionable recommendations based on real-time data. - App Creation: Enables the development of custom, low-code, and pro-code business applications that automate processes and streamline decision-making. - Security & Governance: Provides robust data governance tools, including personalized data permissions, custom user roles, and compliance with standards like GDPR and HIPAA. Primary Value and Solutions: Domo addresses the challenge of fragmented data by unifying information from multiple sources into a single platform, enabling organizations to gain comprehensive insights and make informed decisions swiftly. Its user-friendly interface democratizes data access, allowing teams to collaborate effectively using real-time information. By integrating AI-powered analytics and customizable applications, Domo helps businesses optimize operations, identify trends, and drive growth, all while maintaining stringent security and governance standards. Categories in common with AtScale: [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Compare:** [AtScale vs Domo](https://www.g2.com/compare/atscale-vs-domo) **Compare Domo with other alternatives:** - [Domo vs Snowflake](https://www.g2.com/compare/domo-vs-snowflake) - [Domo vs Google Cloud BigQuery](https://www.g2.com/compare/domo-vs-google-cloud-bigquery) - [Domo vs IBM Db2](https://www.g2.com/compare/domo-vs-ibm-db2) - [Domo vs SAP HANA Cloud](https://www.g2.com/compare/domo-vs-sap-hana-cloud-2025-10-01) - [Domo vs Databricks](https://www.g2.com/compare/databricks-vs-domo) - [Domo vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-domo) - [Domo vs Tableau](https://www.g2.com/compare/domo-vs-tableau) - [Domo vs Microsoft Power BI](https://www.g2.com/compare/domo-vs-microsoft-microsoft-power-bi) - [Domo vs Alteryx](https://www.g2.com/compare/alteryx-vs-domo) ### 10. [Alteryx](https://www.g2.com/products/alteryx/reviews) By Alteryx **Average Rating:** 4.6/5 **Total Reviews:** 889 Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Categories in common with AtScale: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) **Compare:** [AtScale vs Alteryx](https://www.g2.com/compare/alteryx-vs-atscale) **Compare Alteryx with other alternatives:** - [Alteryx vs Snowflake](https://www.g2.com/compare/alteryx-vs-snowflake) - [Alteryx vs Google Cloud BigQuery](https://www.g2.com/compare/alteryx-vs-google-cloud-bigquery) - [Alteryx vs IBM Db2](https://www.g2.com/compare/alteryx-vs-ibm-db2) - [Alteryx vs SAP HANA Cloud](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [Alteryx vs Databricks](https://www.g2.com/compare/alteryx-vs-databricks) - [Alteryx vs Amazon Redshift](https://www.g2.com/compare/alteryx-vs-amazon-redshift) - [Alteryx vs Tableau](https://www.g2.com/compare/alteryx-vs-tableau) - [Alteryx vs Microsoft Power BI](https://www.g2.com/compare/alteryx-vs-microsoft-microsoft-power-bi) - [Alteryx vs Domo](https://www.g2.com/compare/alteryx-vs-domo) ## Explore Articles - [What is the top tool for organizing project-related notes?](https://www.g2.com/discussions/what-is-the-top-tool-for-organizing-project-related-notes) - [Most reliable quality management service in SaaS](https://www.g2.com/discussions/most-reliable-quality-management-services-in-saas-what-s-leading-in-2025) - [Best relational database software for tech startups](https://www.g2.com/discussions/what-s-the-best-relational-database-software-for-tech-startups) - [Leading software for automating customer support services](https://www.g2.com/discussions/leading-software-for-automating-customer-support-services) - [Top-rated big data analytics tools for AI-driven insights](https://www.g2.com/discussions/top-rated-big-data-analytics-tools-for-ai-driven-insights) - [Which shopping cart platforms integrate with the most existing systems so an ecommerce team does not have to rebuild its entire tech stack when switching?](https://www.g2.com/discussions/which-shopping-cart-platforms-integrate-with-the-most-existing-systems-so-an-ecommerce-team-does-not-have-to-rebuild-its-entire-tech-stack-when-switching) ## Spotlight Categories - [Performance Management Software](https://www.g2.com/categories/performance-management) - [Marketing Analytics Tools](https://www.g2.com/categories/marketing-analytics) - [Video Editing Software](https://www.g2.com/categories/video-editing)