# Top 10 Apache Ambari Alternatives & Competitors **Average Rating:** 4.1/5 **Total Number of Reviews:** 23 Research alternative solutions to Apache Ambari on G2, with real user reviews on competing tools. Other important factors to consider when researching alternatives to Apache Ambari include monitoring and user interface. The best overall Apache Ambari alternative is Databricks. Other similar apps like Apache Ambari are Amazon EMR, Google Cloud Managed Service for Apache Spark, Snowflake, and Google Cloud BigQuery. Apache Ambari 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 Apache Ambari - [Databricks](https://www.g2.com/products/databricks/reviews) - [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) - [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/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 Apache Ambari Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Apache Ambari stacks up to the competition, check reviews from current & previous users in industries like Telecommunications, Marketing and Advertising, and Utilities, and find the best product for your business. ### 1. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,343 Making big data simple Reviewers say compared to Apache Ambari, Databricks is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Databricks](https://www.g2.com/compare/apache-ambari-vs-databricks) **Compare Databricks with other alternatives:** - [Databricks vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-databricks) - [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 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 Posit Team](https://www.g2.com/compare/databricks-vs-posit-team) - [Databricks vs Microsoft SQL Server](https://www.g2.com/compare/databricks-vs-microsoft-sql-server) - [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) ### 2. [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 Apache Ambari, Amazon EMR is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-apache-ambari) **Compare Amazon EMR with other alternatives:** - [Amazon EMR vs Databricks](https://www.g2.com/compare/amazon-emr-vs-databricks) - [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 Snowflake](https://www.g2.com/compare/amazon-emr-vs-snowflake) - [Amazon EMR vs Google Cloud BigQuery](https://www.g2.com/compare/amazon-emr-vs-google-cloud-bigquery) - [Amazon EMR vs Posit Team](https://www.g2.com/compare/amazon-emr-vs-posit-team) - [Amazon EMR vs Microsoft SQL Server](https://www.g2.com/compare/amazon-emr-vs-microsoft-sql-server) - [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) ### 3. [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 Apache Ambari, Google Cloud Managed Service for Apache Spark is: - More expensive - Better at support - Better at meeting requirements Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/apache-ambari-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 Databricks](https://www.g2.com/compare/databricks-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 Snowflake](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-snowflake) - [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 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 Microsoft SQL Server](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-microsoft-sql-server) - [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) ### 4. [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 Apache Ambari, Snowflake is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Snowflake](https://www.g2.com/compare/apache-ambari-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-snowflake) - [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 Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake) - [Snowflake vs Posit Team](https://www.g2.com/compare/posit-team-vs-snowflake) - [Snowflake vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-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) ### 5. [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. Reviewers say compared to Apache Ambari, Google Cloud BigQuery is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Google Cloud BigQuery](https://www.g2.com/compare/apache-ambari-vs-google-cloud-bigquery) **Compare Google Cloud BigQuery with other alternatives:** - [Google Cloud BigQuery vs Databricks](https://www.g2.com/compare/databricks-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 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 Snowflake](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake) - [Google Cloud BigQuery vs Posit Team](https://www.g2.com/compare/google-cloud-bigquery-vs-posit-team) - [Google Cloud BigQuery vs Microsoft SQL Server](https://www.g2.com/compare/google-cloud-bigquery-vs-microsoft-sql-server) - [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. [Posit Team](https://www.g2.com/products/posit-team/reviews) By Posit **Average Rating:** 4.5/5 **Total Reviews:** 574 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. Reviewers say compared to Apache Ambari, Posit Team is: - Slower to reach roi - Better at support - Better at meeting requirements Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Posit Team](https://www.g2.com/compare/apache-ambari-vs-posit-team) **Compare Posit Team with other alternatives:** - [Posit Team vs Databricks](https://www.g2.com/compare/databricks-vs-posit-team) - [Posit Team vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-posit-team) - [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 Snowflake](https://www.g2.com/compare/posit-team-vs-snowflake) - [Posit Team vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-posit-team) - [Posit Team vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-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) ### 7. [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 Apache Ambari, Microsoft SQL Server is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Microsoft SQL Server](https://www.g2.com/compare/apache-ambari-vs-microsoft-sql-server) **Compare Microsoft SQL Server with other alternatives:** - [Microsoft SQL Server vs Databricks](https://www.g2.com/compare/databricks-vs-microsoft-sql-server) - [Microsoft SQL Server vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-microsoft-sql-server) - [Microsoft SQL Server vs Google Cloud Managed Service for Apache Spark](https://www.g2.com/compare/google-cloud-managed-service-for-apache-spark-vs-microsoft-sql-server) - [Microsoft SQL Server vs Snowflake](https://www.g2.com/compare/microsoft-sql-server-vs-snowflake) - [Microsoft SQL Server vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-microsoft-sql-server) - [Microsoft SQL Server vs Posit Team](https://www.g2.com/compare/microsoft-sql-server-vs-posit-team) - [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 Kyvos Semantic Layer](https://www.g2.com/compare/kyvos-semantic-layer-vs-microsoft-sql-server) - [Microsoft SQL Server vs Qubole](https://www.g2.com/compare/microsoft-sql-server-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:** 377 Teradata Autonomous Knowledge Platform easily and efficiently handles complex data requirements and simplifies management of the data warehouse environment. Reviewers say compared to Apache Ambari, Teradata Autonomous Knowledge Platform is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Teradata Autonomous Knowledge Platform](https://www.g2.com/compare/apache-ambari-vs-teradata-autonomous-knowledge-platform) **Compare Teradata Autonomous Knowledge Platform with other alternatives:** - [Teradata Autonomous Knowledge Platform vs Databricks](https://www.g2.com/compare/databricks-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 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 Snowflake](https://www.g2.com/compare/snowflake-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 Posit Team](https://www.g2.com/compare/posit-team-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) - [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:** 286 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 Apache Ambari, Kyvos Semantic Layer is: - Slower to reach roi - Better at support - Easier to set up Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Kyvos Semantic Layer](https://www.g2.com/compare/apache-ambari-vs-kyvos-semantic-layer) **Compare Kyvos Semantic Layer with other alternatives:** - [Kyvos Semantic Layer vs Databricks](https://www.g2.com/compare/databricks-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 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 Snowflake](https://www.g2.com/compare/kyvos-semantic-layer-vs-snowflake) - [Kyvos Semantic Layer vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-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 Microsoft SQL Server](https://www.g2.com/compare/kyvos-semantic-layer-vs-microsoft-sql-server) - [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 Reviewers say compared to Apache Ambari, Qubole is: - Slower to reach roi - More expensive - Better at support Categories in common with Apache Ambari: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Apache Ambari vs Qubole](https://www.g2.com/compare/apache-ambari-vs-qubole) **Compare Qubole with other alternatives:** - [Qubole vs Databricks](https://www.g2.com/compare/databricks-vs-qubole) - [Qubole vs Amazon EMR](https://www.g2.com/compare/amazon-emr-vs-qubole) - [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 Snowflake](https://www.g2.com/compare/qubole-vs-snowflake) - [Qubole vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole) - [Qubole vs Posit Team](https://www.g2.com/compare/posit-team-vs-qubole) - [Qubole vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-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 comprehensive CRM system for managing customer interactions](https://www.g2.com/discussions/best-comprehensive-crm-system-for-managing-customer-interactions) - [Which payroll software has the highest reviews](https://www.g2.com/discussions/which-payroll-software-has-the-highest-reviews) - [What is the top encryption software for avoiding performance impact on large file operations and transfers?](https://www.g2.com/discussions/what-is-the-top-encryption-software-for-avoiding-performance-impact-on-large-file-operations-and-transfers) - [Best employee leave management system for HR departments](https://www.g2.com/discussions/best-employee-leave-management-system-for-hr-departments) - [What is the top-rated screen and video capture software for enterprises?](https://www.g2.com/discussions/what-is-the-top-rated-screen-and-video-capture-software-for-enterprises) - [Best AI tools for due diligence in M&A](https://www.g2.com/discussions/what-are-the-best-ai-tools-for-due-deligence-in-m-a) ## Spotlight Categories - [Compensation Management Software](https://www.g2.com/categories/compensation-management) - [Third Party & Supplier Risk Management Software](https://www.g2.com/categories/third-party-supplier-risk-management) - [Network Monitoring Software](https://www.g2.com/categories/network-monitoring)