# Top 10 Google Cloud BigQuery Alternatives & Competitors **Average Rating:** 4.5/5 **Total Number of Reviews:** 1,226 Research alternative solutions to Google Cloud BigQuery on G2, with real user reviews on competing tools. Data Warehouse Solutions is a widely used technology, and many people are seeking powerful, innovative software solutions with ai/ ml integration, data lake integration, and ai text generation. Other important factors to consider when researching alternatives to Google Cloud BigQuery include user interface and integration. The best overall Google Cloud BigQuery alternative is Snowflake. Other similar apps like Google Cloud BigQuery are Databricks, Cloudera, Amazon Redshift, and Teradata Autonomous Knowledge Platform. Google Cloud BigQuery alternatives can be found in [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse) but may also be in [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) or [Relational Databases](https://www.g2.com/categories/relational-databases). ## Best Paid & Free Alternatives to Google Cloud BigQuery - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Cloudera](https://www.g2.com/products/cloudera/reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) - [Rocket Vertica](https://www.g2.com/products/rocket-vertica/reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) - [Qubole](https://www.g2.com/products/qubole/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) ## Top 10 Alternatives to Google Cloud BigQuery Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Google Cloud BigQuery stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Financial Services, and Telecommunications, 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:** 756 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. Reviewers say compared to Google Cloud BigQuery, Snowflake is: - Slower to reach roi - Better at support - Easier to do business with Categories in common with Google Cloud BigQuery: [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics](https://www.g2.com/categories/big-data-analytics), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs Snowflake](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs Cloudera](https://www.g2.com/compare/cloudera-vs-snowflake) - [Snowflake vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-snowflake) - [Snowflake vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/snowflake-vs-teradata-autonomous-knowledge-platform) - [Snowflake vs Rocket Vertica](https://www.g2.com/compare/rocket-vertica-vs-snowflake) - [Snowflake vs Alteryx](https://www.g2.com/compare/alteryx-vs-snowflake) - [Snowflake vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-snowflake) - [Snowflake vs Qubole](https://www.g2.com/compare/qubole-vs-snowflake) - [Snowflake vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-vs-snowflake) ### 2. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,335 Making big data simple Reviewers say compared to Google Cloud BigQuery, Databricks is: - Slower to reach roi - More expensive - Better at support Categories in common with Google Cloud BigQuery: [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics](https://www.g2.com/categories/big-data-analytics), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs Databricks](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery) **Compare Databricks with other alternatives:** - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs Cloudera](https://www.g2.com/compare/cloudera-vs-databricks) - [Databricks vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-databricks) - [Databricks vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/databricks-vs-teradata-autonomous-knowledge-platform) - [Databricks vs Rocket Vertica](https://www.g2.com/compare/databricks-vs-rocket-vertica) - [Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-databricks) - [Databricks vs IBM Db2](https://www.g2.com/compare/databricks-vs-ibm-db2) - [Databricks vs Qubole](https://www.g2.com/compare/databricks-vs-qubole) - [Databricks vs Microsoft SQL Server](https://www.g2.com/compare/databricks-vs-microsoft-sql-server) ### 3. [Cloudera](https://www.g2.com/products/cloudera/reviews) By Cloudera **Average Rating:** 4.1/5 **Total Reviews:** 136 Cloudera Enterprise Core provides a single Hadoop storage and management platform that natively combines storage, processing and exploration for the enterprise. Reviewers say compared to Google Cloud BigQuery, Cloudera is: - Slower to reach roi - More expensive Categories in common with Google Cloud BigQuery: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics](https://www.g2.com/categories/big-data-analytics), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs Cloudera](https://www.g2.com/compare/cloudera-vs-google-cloud-bigquery) **Compare Cloudera with other alternatives:** - [Cloudera vs Snowflake](https://www.g2.com/compare/cloudera-vs-snowflake) - [Cloudera vs Databricks](https://www.g2.com/compare/cloudera-vs-databricks) - [Cloudera vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-cloudera) - [Cloudera vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/cloudera-vs-teradata-autonomous-knowledge-platform) - [Cloudera vs Rocket Vertica](https://www.g2.com/compare/cloudera-vs-rocket-vertica) - [Cloudera vs Alteryx](https://www.g2.com/compare/alteryx-vs-cloudera) - [Cloudera vs IBM Db2](https://www.g2.com/compare/cloudera-vs-ibm-db2) - [Cloudera vs Qubole](https://www.g2.com/compare/cloudera-vs-qubole) - [Cloudera vs Microsoft SQL Server](https://www.g2.com/compare/cloudera-vs-microsoft-sql-server) ### 4. [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.3/5 **Total Reviews:** 402 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. Reviewers say compared to Google Cloud BigQuery, Amazon Redshift is: - Slower to reach roi - More expensive - Better at support Categories in common with Google Cloud BigQuery: [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-google-cloud-bigquery) **Compare Amazon Redshift with other alternatives:** - [Amazon Redshift vs Snowflake](https://www.g2.com/compare/amazon-redshift-vs-snowflake) - [Amazon Redshift vs Databricks](https://www.g2.com/compare/amazon-redshift-vs-databricks) - [Amazon Redshift vs Cloudera](https://www.g2.com/compare/amazon-redshift-vs-cloudera) - [Amazon Redshift vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/amazon-redshift-vs-teradata-autonomous-knowledge-platform) - [Amazon Redshift vs Rocket Vertica](https://www.g2.com/compare/amazon-redshift-vs-rocket-vertica) - [Amazon Redshift vs Alteryx](https://www.g2.com/compare/alteryx-vs-amazon-redshift) - [Amazon Redshift vs IBM Db2](https://www.g2.com/compare/amazon-redshift-vs-ibm-db2) - [Amazon Redshift vs Qubole](https://www.g2.com/compare/amazon-redshift-vs-qubole) - [Amazon Redshift vs Microsoft SQL Server](https://www.g2.com/compare/amazon-redshift-vs-microsoft-sql-server) ### 5. [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) By Teradata Autonomous Knowledge Platform **Average Rating:** 4.3/5 **Total Reviews:** 375 Teradata Autonomous Knowledge Platform easily and efficiently handles complex data requirements and simplifies management of the data warehouse environment. Reviewers say compared to Google Cloud BigQuery, Teradata Autonomous Knowledge Platform is: - Slower to reach roi - More expensive Categories in common with Google Cloud BigQuery: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics](https://www.g2.com/categories/big-data-analytics), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/google-cloud-bigquery-vs-teradata-autonomous-knowledge-platform) **Compare Teradata Autonomous Knowledge Platform with other alternatives:** - [Teradata Autonomous Knowledge Platform vs Snowflake](https://www.g2.com/compare/snowflake-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Databricks](https://www.g2.com/compare/databricks-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Cloudera](https://www.g2.com/compare/cloudera-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Rocket Vertica](https://www.g2.com/compare/rocket-vertica-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Alteryx](https://www.g2.com/compare/alteryx-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Qubole](https://www.g2.com/compare/qubole-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-vs-teradata-autonomous-knowledge-platform) ### 6. [Rocket Vertica](https://www.g2.com/products/rocket-vertica/reviews) By Rocket Software **Average Rating:** 4.3/5 **Total Reviews:** 216 Vertica offers a software-based analytics platform designed to help organizations of all sizes monetize data in real time and at massive scale. Reviewers say compared to Google Cloud BigQuery, Rocket Vertica is: - Slower to reach roi - More expensive Categories in common with Google Cloud BigQuery: [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs Rocket Vertica](https://www.g2.com/compare/google-cloud-bigquery-vs-rocket-vertica) **Compare Rocket Vertica with other alternatives:** - [Rocket Vertica vs Snowflake](https://www.g2.com/compare/rocket-vertica-vs-snowflake) - [Rocket Vertica vs Databricks](https://www.g2.com/compare/databricks-vs-rocket-vertica) - [Rocket Vertica vs Cloudera](https://www.g2.com/compare/cloudera-vs-rocket-vertica) - [Rocket Vertica vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-rocket-vertica) - [Rocket Vertica vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/rocket-vertica-vs-teradata-autonomous-knowledge-platform) - [Rocket Vertica vs Alteryx](https://www.g2.com/compare/alteryx-vs-rocket-vertica) - [Rocket Vertica vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-rocket-vertica) - [Rocket Vertica vs Qubole](https://www.g2.com/compare/qubole-vs-rocket-vertica) - [Rocket Vertica vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-vs-rocket-vertica) ### 7. [Alteryx](https://www.g2.com/products/alteryx/reviews) By Alteryx **Average Rating:** 4.6/5 **Total Reviews:** 853 Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Reviewers say compared to Google Cloud BigQuery, Alteryx is: - More expensive - Easier to do business with - Better at support Categories in common with Google Cloud BigQuery: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Analytics](https://www.g2.com/categories/big-data-analytics), [Predictive Analytics](https://www.g2.com/categories/predictive-analytics) **Compare:** [Google Cloud BigQuery vs Alteryx](https://www.g2.com/compare/alteryx-vs-google-cloud-bigquery) **Compare Alteryx with other alternatives:** - [Alteryx vs Snowflake](https://www.g2.com/compare/alteryx-vs-snowflake) - [Alteryx vs Databricks](https://www.g2.com/compare/alteryx-vs-databricks) - [Alteryx vs Cloudera](https://www.g2.com/compare/alteryx-vs-cloudera) - [Alteryx vs Amazon Redshift](https://www.g2.com/compare/alteryx-vs-amazon-redshift) - [Alteryx vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/alteryx-vs-teradata-autonomous-knowledge-platform) - [Alteryx vs Rocket Vertica](https://www.g2.com/compare/alteryx-vs-rocket-vertica) - [Alteryx vs IBM Db2](https://www.g2.com/compare/alteryx-vs-ibm-db2) - [Alteryx vs Qubole](https://www.g2.com/compare/alteryx-vs-qubole) - [Alteryx vs Microsoft SQL Server](https://www.g2.com/compare/alteryx-vs-microsoft-sql-server) ### 8. [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) By IBM **Average Rating:** 4.1/5 **Total Reviews:** 682 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. Reviewers say compared to Google Cloud BigQuery, IBM Db2 is: - Slower to reach roi - More expensive Categories in common with Google Cloud BigQuery: [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Google Cloud BigQuery vs IBM Db2](https://www.g2.com/compare/google-cloud-bigquery-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 Databricks](https://www.g2.com/compare/databricks-vs-ibm-db2) - [IBM Db2 vs Cloudera](https://www.g2.com/compare/cloudera-vs-ibm-db2) - [IBM Db2 vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-ibm-db2) - [IBM Db2 vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/ibm-db2-vs-teradata-autonomous-knowledge-platform) - [IBM Db2 vs Rocket Vertica](https://www.g2.com/compare/ibm-db2-vs-rocket-vertica) - [IBM Db2 vs Alteryx](https://www.g2.com/compare/alteryx-vs-ibm-db2) - [IBM Db2 vs Qubole](https://www.g2.com/compare/ibm-db2-vs-qubole) - [IBM Db2 vs Microsoft SQL Server](https://www.g2.com/compare/ibm-db2-vs-microsoft-sql-server) ### 9. [Qubole](https://www.g2.com/products/qubole/reviews) By Qubole **Average Rating:** 4.0/5 **Total Reviews:** 259 Qubole delivers a Self-Service Platform for Big Data Analytics built on Amazon, Microsoft and Google Clouds Reviewers say compared to Google Cloud BigQuery, Qubole is: - Slower to reach roi - More expensive Categories in common with Google Cloud BigQuery: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics](https://www.g2.com/categories/big-data-analytics) **Compare:** [Google Cloud BigQuery vs Qubole](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole) **Compare Qubole with other alternatives:** - [Qubole vs Snowflake](https://www.g2.com/compare/qubole-vs-snowflake) - [Qubole vs Databricks](https://www.g2.com/compare/databricks-vs-qubole) - [Qubole vs Cloudera](https://www.g2.com/compare/cloudera-vs-qubole) - [Qubole vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-qubole) - [Qubole vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/qubole-vs-teradata-autonomous-knowledge-platform) - [Qubole vs Rocket Vertica](https://www.g2.com/compare/qubole-vs-rocket-vertica) - [Qubole vs Alteryx](https://www.g2.com/compare/alteryx-vs-qubole) - [Qubole vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-qubole) - [Qubole vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-vs-qubole) ### 10. [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) By Microsoft **Average Rating:** 4.4/5 **Total Reviews:** 2,284 SQL Server 2017 brings the power of SQL Server to Windows, Linux and Docker containers for the first time ever, enabling developers to build intelligent applications using their preferred language and environment. Experience industry-leading performance, rest assured with innovative security features, transform your business with AI built-in, and deliver insights wherever your users are with mobile BI. Reviewers say compared to Google Cloud BigQuery, Microsoft SQL Server is: - Slower to reach roi - More expensive - Better at meeting requirements Categories in common with Google Cloud BigQuery: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Google Cloud BigQuery vs Microsoft SQL Server](https://www.g2.com/compare/google-cloud-bigquery-vs-microsoft-sql-server) **Compare Microsoft SQL Server with other alternatives:** - [Microsoft SQL Server vs Snowflake](https://www.g2.com/compare/microsoft-sql-server-vs-snowflake) - [Microsoft SQL Server vs Databricks](https://www.g2.com/compare/databricks-vs-microsoft-sql-server) - [Microsoft SQL Server vs Cloudera](https://www.g2.com/compare/cloudera-vs-microsoft-sql-server) - [Microsoft SQL Server vs Amazon Redshift](https://www.g2.com/compare/amazon-redshift-vs-microsoft-sql-server) - [Microsoft SQL Server vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/microsoft-sql-server-vs-teradata-autonomous-knowledge-platform) - [Microsoft SQL Server vs Rocket Vertica](https://www.g2.com/compare/microsoft-sql-server-vs-rocket-vertica) - [Microsoft SQL Server vs Alteryx](https://www.g2.com/compare/alteryx-vs-microsoft-sql-server) - [Microsoft SQL Server vs IBM Db2](https://www.g2.com/compare/ibm-db2-vs-microsoft-sql-server) - [Microsoft SQL Server vs Qubole](https://www.g2.com/compare/microsoft-sql-server-vs-qubole) --- ## Google Cloud BigQuery Alternatives FAQs ### What are the best alternatives to Google Cloud BigQuery? The best alternatives to Google Cloud BigQuery include [Snowflake](https://www.g2.com/products/snowflake/reviews) (4.5/5 stars, 755 reviews), [Databricks](https://www.g2.com/products/databricks/reviews) (4.6/5 stars, 803 reviews), [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) (4.1/5 stars, 136 reviews), [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) (4.3/5 stars, 402 reviews), and [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) (4.3/5 stars, 375 reviews). These platforms offer strong performance, scalability, and integration capabilities, with Databricks and Snowflake noted for advanced AI/ML integration and ease of use. ### What features do alternatives offer that Google Cloud BigQuery does not? Google Cloud BigQuery lacks built-in advanced ETL orchestration and some low-level compute tuning controls for specialized ML workloads. It also has limited real-time transactional capabilities and less granular query debugging features. Cost management can be challenging due to pricing based on data scanned, requiring careful query optimization and governance. The UI and onboarding experience could be improved for beginners, and cross-cloud integration may introduce latency or complexity. ### Which Data Warehouse tools do reviewers recommend instead of Google Cloud BigQuery? Reviewers recommend [Snowflake](https://www.g2.com/products/snowflake/reviews) for its ease of use, separation of compute and storage, and strong data sharing features. [Databricks](https://www.g2.com/products/databricks/reviews) is favored for its unified platform combining data engineering, analytics, and machine learning with collaborative notebooks and Delta Lake. [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) is recommended for its fast query performance, scalability, and seamless AWS integration. [Teradata Vantage](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) is praised for handling large datasets efficiently with strong workload management and hybrid cloud flexibility. [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) is noted for its comprehensive big data ecosystem, integration of core components, and enterprise-grade security and governance. ### How does Google Cloud BigQuery compare to Snowflake? According to G2 data, both [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) and [Snowflake](https://www.g2.com/products/snowflake/reviews) hold an average rating of 4.5/5, with BigQuery having 1,227 reviews and Snowflake 755 reviews. Snowflake leads Google Cloud BigQuery by 0.3 points in Better at Meeting Requirements (9.1 vs 8.8), 0.3 points in More Usable (9.0 vs 8.7), 0.3 points in Easier to Set Up (9.0 vs 8.7), 0.2 points in Easier to Admin (8.7 vs 8.5), 0.4 points in Better at Support (8.7 vs 8.3), and 0.4 points in Easier to Do Business With (9.0 vs 8.6). Users praise BigQuery for its ease of use (129 mentions), speed (126 mentions), integrations (110 mentions), and scalability (99 mentions). However, cost concerns are frequent with 112 mentions of expense and 52 mentions of cost management issues. Snowflake users highlight ease of use (183 mentions), features (118 mentions), data management (108 mentions), and scalability (99 mentions). Cost is also a concern with 91 mentions of expense and 44 mentions of cost management challenges. BigQuery is noted for its serverless architecture, fast query execution on massive datasets, and seamless integration within the Google Cloud ecosystem, including AI and ML capabilities. Snowflake is recognized for its separation of compute and storage, allowing independent scaling, secure data sharing, and strong integration with BI and ETL tools. Both platforms require careful cost monitoring due to pay-as-you-go pricing models. Snowflake's UI is often described as more user-friendly and intuitive, while BigQuery's interface can be complex for beginners. Overall, Snowflake offers a slight edge in usability, setup, administration, and support, while BigQuery excels in integration with Google services and serverless scalability. ### Why do users choose Snowflake over Google Cloud BigQuery? Users choose [Snowflake](https://www.g2.com/products/snowflake/reviews) over Google Cloud BigQuery primarily for its superior usability and administrative experience, reflected in its higher scores: 9.0 vs 8.7 for Easier to Set Up, 8.7 vs 8.5 for Easier to Admin, and 8.7 vs 8.3 for Better at Support. Snowflake's separation of compute and storage enables independent scaling, which enhances performance and cost efficiency, a key factor for organizations managing diverse workloads. Its secure data sharing capabilities and smooth integration with modern BI and ETL tools like dbt, Tableau, and Power BI streamline workflows and collaboration across teams. Snowflake's user-friendly interface and intuitive design reduce onboarding time and make it accessible for both technical and non-technical users. Features such as zero-copy cloning, time travel, and multi-cluster warehouses provide operational flexibility and reliability. Additionally, Snowflake's AI enhancements, including Cortex AI, improve query development efficiency and data analysis. While cost management requires vigilance due to its consumption-based pricing, Snowflake offers tools and governance features to help monitor and optimize expenses. Users appreciate the platform's consistent query performance, scalability, and minimal maintenance overhead, which collectively contribute to its preference over BigQuery for enterprises seeking a robust, flexible, and user-centric cloud data warehouse solution according to G2 reviews. ## Explore Articles - [What are the most reliable endpoint security services based on reviews from enterprise security teams avoiding vendor lock-in?](https://www.g2.com/discussions/what-are-the-most-reliable-endpoint-security-services-based-on-reviews-from-enterprise-security-teams-avoiding-vendor-lock-in ) - [Best catalog software for multi-channel selling](https://www.g2.com/discussions/best-catalog-software-for-multi-channel-selling) - [What are the best enterprise information archiving platforms for capturing and retaining regulatory-compliant email and chat records?](https://www.g2.com/discussions/what-are-the-best-enterprise-information-archiving-platforms-for-capturing-and-retaining-regulatory-compliant-email-and-chat-records ) - [Do intelligent content management platforms like Box include built-in e-signature?](https://www.g2.com/discussions/what-problems-does-intelligent-content-management-help-companies-solve) - [Best ASM software for reducing cybersecurity risks](https://www.g2.com/discussions/what-are-the-best-asm-tools-for-reducing-cybersecurity-risks) - [Top HCM platforms for compliance-heavy industries](https://www.g2.com/discussions/what-are-the-top-hcm-platforms-for-compliance-heavy-industries) ## Spotlight Categories - [Marketing Analytics Tools](https://www.g2.com/categories/marketing-analytics) - [Sales Compensation Software](https://www.g2.com/categories/sales-compensation) - [Attribution Software](https://www.g2.com/categories/attribution)