# Top 10 Azure Data Lake Store Alternatives & Competitors **Average Rating:** 4.5/5 **Total Number of Reviews:** 40 Explore the best alternatives to Azure Data Lake Store for users who need new software features or want to try different solutions. Other important factors to consider when researching alternatives to Azure Data Lake Store include files and integration. The best overall Azure Data Lake Store alternative is Snowflake. Other similar apps like Azure Data Lake Store are Google Cloud Managed Service for Apache Spark, Apache Beam, Amazon EMR, and Google Cloud BigQuery. Azure Data Lake Store alternatives can be found in [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) but may also be in [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse) or [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms). ## Best Paid & Free Alternatives to Azure Data Lake Store - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) - [Apache Beam](https://www.g2.com/products/apache-beam/reviews) - [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) - [Kyvos Semantic Layer](https://www.g2.com/products/kyvos-semantic-layer/reviews) - [Qubole](https://www.g2.com/products/qubole/reviews) ## Top 10 Alternatives to Azure Data Lake Store Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Azure Data Lake Store stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Insurance, and Capital Markets, 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 Azure Data Lake Store, Snowflake is: - More usable - Easier to do business with - Easier to admin Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Snowflake](https://www.g2.com/compare/azure-data-lake-store-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-snowflake) - [Snowflake vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-snowflake) - [Snowflake vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-snowflake) - [Snowflake vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake) - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs Posit Team](https://www.g2.com/compare/posit-team-vs-snowflake) - [Snowflake vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/snowflake-vs-teradata-autonomous-knowledge-platform) - [Snowflake vs Kyvos Semantic Layer](https://www.g2.com/compare/kyvos-semantic-layer-vs-snowflake) - [Snowflake vs Qubole](https://www.g2.com/compare/qubole-vs-snowflake) ### 2. [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) By Google **Average Rating:** 4.4/5 **Total Reviews:** 17 Google Cloud Dataproco easily processes big datasets at low cost. Reviewers say compared to Azure Data Lake Store, Google Cloud Managed Service for Apache Spark is: - More usable Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/azure-data-lake-store-vs-google-cloud-managed-service-for-apache-spark) **Compare Google Cloud Managed Service for Apache Spark with other alternatives:** - [Google Cloud Managed Service for Apache Spark vs Snowflake](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-snowflake) - [Google Cloud Managed Service for Apache Spark vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-google-cloud-managed-service-for-apache-spark) - [Google Cloud Managed Service for Apache Spark vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-google-cloud-managed-service-for-apache-spark) - [Google Cloud Managed Service for Apache Spark vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-google-cloud-managed-service-for-apache-spark) - [Google Cloud Managed Service for Apache Spark vs Databricks](https://www.g2.com/compare/databricks-vs-google-cloud-managed-service-for-apache-spark) - [Google Cloud Managed Service for Apache Spark vs Posit Team](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-posit-team) - [Google Cloud Managed Service for Apache Spark vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-teradata-autonomous-knowledge-platform) - [Google Cloud Managed Service for Apache Spark vs Kyvos Semantic Layer](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-kyvos-semantic-layer) - [Google Cloud Managed Service for Apache Spark vs Qubole](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-qubole) ### 3. [Apache Beam](https://www.g2.com/products/apache-beam/reviews) By The Apache Software Foundation **Average Rating:** 4.1/5 **Total Reviews:** 16 Apache Beam is an open source unified programming model designed to define and execute data processing pipelines, including ETL, batch and stream processing. Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-azure-data-lake-store) **Compare Apache Beam with other alternatives:** - [Apache Beam vs Snowflake](https://www.g2.com/compare/apache-beam-vs-snowflake) - [Apache Beam vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/apache-beam-vs-google-cloud-managed-service-for-apache-spark) - [Apache Beam vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-apache-beam) - [Apache Beam vs Google Cloud BigQuery](https://www.g2.com/compare/apache-beam-vs-google-cloud-bigquery) - [Apache Beam vs Databricks](https://www.g2.com/compare/apache-beam-vs-databricks) - [Apache Beam vs Posit Team](https://www.g2.com/compare/apache-beam-vs-posit-team) - [Apache Beam vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/apache-beam-vs-teradata-autonomous-knowledge-platform) - [Apache Beam vs Kyvos Semantic Layer](https://www.g2.com/compare/apache-beam-vs-kyvos-semantic-layer) - [Apache Beam vs Qubole](https://www.g2.com/compare/apache-beam-vs-qubole) ### 4. [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.2/5 **Total Reviews:** 70 Amazon EMR is a web-based service that simplifies big data processing, providing a managed Hadoop framework that makes it easy, fast, and cost-effective to distribute and process vast amounts of data across dynamically scalable Amazon EC2 instances. Reviewers say compared to Azure Data Lake Store, Amazon EMR is: - Easier to do business with - Easier to admin Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-azure-data-lake-store) **Compare Amazon EMR with other alternatives:** - [Amazon EMR vs Snowflake](https://www.g2.com/compare/amazon-emr-vs-snowflake) - [Amazon EMR vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/amazon-emr-vs-google-cloud-managed-service-for-apache-spark) - [Amazon EMR vs Apache Beam](https://www.g2.com/compare/amazon-emr-vs-apache-beam) - [Amazon EMR vs Google Cloud BigQuery](https://www.g2.com/compare/amazon-emr-vs-google-cloud-bigquery) - [Amazon EMR vs Databricks](https://www.g2.com/compare/amazon-emr-vs-databricks) - [Amazon EMR vs Posit Team](https://www.g2.com/compare/amazon-emr-vs-posit-team) - [Amazon EMR vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/amazon-emr-vs-teradata-autonomous-knowledge-platform) - [Amazon EMR vs Kyvos Semantic Layer](https://www.g2.com/compare/amazon-emr-vs-kyvos-semantic-layer) - [Amazon EMR vs Qubole](https://www.g2.com/compare/amazon-emr-vs-qubole) ### 5. [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) By Google **Average Rating:** 4.5/5 **Total Reviews:** 1,226 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 Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Google Cloud BigQuery](https://www.g2.com/compare/azure-data-lake-store-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 Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-bigquery-vs-google-cloud-managed-service-for-apache-spark) - [Google Cloud BigQuery vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-google-cloud-bigquery) - [Google Cloud BigQuery vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-google-cloud-bigquery) - [Google Cloud BigQuery vs Databricks](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery) - [Google Cloud BigQuery vs Posit Team](https://www.g2.com/compare/google-cloud-bigquery-vs-posit-team) - [Google Cloud BigQuery vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/google-cloud-bigquery-vs-teradata-autonomous-knowledge-platform) - [Google Cloud BigQuery vs Kyvos Semantic Layer](https://www.g2.com/compare/google-cloud-bigquery-vs-kyvos-semantic-layer) - [Google Cloud BigQuery vs Qubole](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole) ### 6. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,332 Making big data simple Reviewers say compared to Azure Data Lake Store, Databricks is: - Easier to do business with - More usable Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Databricks](https://www.g2.com/compare/azure-data-lake-store-vs-databricks) **Compare Databricks with other alternatives:** - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/databricks-vs-google-cloud-managed-service-for-apache-spark) - [Databricks vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-databricks) - [Databricks vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-databricks) - [Databricks vs Google Cloud BigQuery](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery) - [Databricks vs Posit Team](https://www.g2.com/compare/databricks-vs-posit-team) - [Databricks vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/databricks-vs-teradata-autonomous-knowledge-platform) - [Databricks vs Kyvos Semantic Layer](https://www.g2.com/compare/databricks-vs-kyvos-semantic-layer) - [Databricks vs Qubole](https://www.g2.com/compare/databricks-vs-qubole) ### 7. [Posit Team](https://www.g2.com/products/posit-team/reviews) By Posit **Average Rating:** 4.5/5 **Total Reviews:** 571 In addition to our open-source data science software, RStudio produces RStudio Team, a unique, modular platform of enterprise-ready professional software products that enable teams to adopt R, Python, and other open-source data science software at scale. Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Posit Team](https://www.g2.com/compare/azure-data-lake-store-vs-posit-team) **Compare Posit Team with other alternatives:** - [Posit Team vs Snowflake](https://www.g2.com/compare/posit-team-vs-snowflake) - [Posit Team vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-posit-team) - [Posit Team vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-posit-team) - [Posit Team vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-posit-team) - [Posit Team vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-posit-team) - [Posit Team vs Databricks](https://www.g2.com/compare/databricks-vs-posit-team) - [Posit Team vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/posit-team-vs-teradata-autonomous-knowledge-platform) - [Posit Team vs Kyvos Semantic Layer](https://www.g2.com/compare/kyvos-semantic-layer-vs-posit-team) - [Posit Team vs Qubole](https://www.g2.com/compare/posit-team-vs-qubole) ### 8. [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. Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/azure-data-lake-store-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 Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-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 Posit Team](https://www.g2.com/compare/posit-team-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Kyvos Semantic Layer](https://www.g2.com/compare/kyvos-semantic-layer-vs-teradata-autonomous-knowledge-platform) - [Teradata Autonomous Knowledge Platform vs Qubole](https://www.g2.com/compare/qubole-vs-teradata-autonomous-knowledge-platform) ### 9. [Kyvos Semantic Layer](https://www.g2.com/products/kyvos-semantic-layer/reviews) By Kyvos Insights **Average Rating:** 4.8/5 **Total Reviews:** 283 Kyvos is a semantic layer for AI and BI. It gives enterprises a single, consistent, business-friendly view of their data for trusted AI and BI — eliminating metric drift across BI tools, and grounding AI in governed semantic context for higher accuracy. Kyvos delivers lightning-fast analytics at massive scale and high concurrency, including high-grain multidimensional analytics on the cloud, while reducing cloud spend. Reviewers say compared to Azure Data Lake Store, Kyvos Semantic Layer is: - Easier to do business with - More usable - Easier to admin Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Kyvos Semantic Layer](https://www.g2.com/compare/azure-data-lake-store-vs-kyvos-semantic-layer) **Compare Kyvos Semantic Layer with other alternatives:** - [Kyvos Semantic Layer vs Snowflake](https://www.g2.com/compare/kyvos-semantic-layer-vs-snowflake) - [Kyvos Semantic Layer vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-kyvos-semantic-layer) - [Kyvos Semantic Layer vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-kyvos-semantic-layer) - [Kyvos Semantic Layer vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-kyvos-semantic-layer) - [Kyvos Semantic Layer vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-kyvos-semantic-layer) - [Kyvos Semantic Layer vs Databricks](https://www.g2.com/compare/databricks-vs-kyvos-semantic-layer) - [Kyvos Semantic Layer vs Posit Team](https://www.g2.com/compare/kyvos-semantic-layer-vs-posit-team) - [Kyvos Semantic Layer vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/kyvos-semantic-layer-vs-teradata-autonomous-knowledge-platform) - [Kyvos Semantic Layer vs Qubole](https://www.g2.com/compare/kyvos-semantic-layer-vs-qubole) ### 10. [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 Categories in common with Azure Data Lake Store: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Azure Data Lake Store vs Qubole](https://www.g2.com/compare/azure-data-lake-store-vs-qubole) **Compare Qubole with other alternatives:** - [Qubole vs Snowflake](https://www.g2.com/compare/qubole-vs-snowflake) - [Qubole vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-qubole) - [Qubole vs Apache Beam](https://www.g2.com/compare/apache-beam-vs-qubole) - [Qubole vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-qubole) - [Qubole vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole) - [Qubole vs Databricks](https://www.g2.com/compare/databricks-vs-qubole) - [Qubole vs Posit Team](https://www.g2.com/compare/posit-team-vs-qubole) - [Qubole vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/qubole-vs-teradata-autonomous-knowledge-platform) - [Qubole vs Kyvos Semantic Layer](https://www.g2.com/compare/kyvos-semantic-layer-vs-qubole) ## Explore Articles - [Best-reviewed managed detection and response software](https://www.g2.com/discussions/best-reviewed-managed-detection-and-response-software) - [Best maintenance management software for medium-sized firms](https://www.g2.com/discussions/what-s-the-best-maintenance-management-software-for-medium-sized-firms) - [Top tools for linking bugs to project management boards](https://www.g2.com/discussions/top-tools-for-linking-bugs-to-project-management-boards) - [best bot platforms](https://www.g2.com/discussions/what-are-the-best-bot-platforms-in-2025) - [Which file recovery software platforms reduce manual file handling and save time?](https://www.g2.com/discussions/which-file-recovery-software-platforms-reduce-manual-file-handling-and-save-time) - [What is the most cost-effective mobile app optimization software?](https://www.g2.com/discussions/what-is-the-most-cost-effective-mobile-app-optimization-software) ## Spotlight Categories - [Partner Relationship Management (PRM) Software](https://www.g2.com/categories/partner-relationship-management-prm) - [Identity and Access Management (IAM) Software](https://www.g2.com/categories/identity-and-access-management-iam) - [Employee Communications Software](https://www.g2.com/categories/employee-communications)