# Apache Ambari vs Google Cloud Managed Service for Apache Spark Comparison | | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Star Rating** | 4.1 out of 5 | 4.4 out of 5 | | **Total Reviews** | 23 | 17 | | **Largest Market Segment** | Enterprise (71.4% of reviews) | Mid-Market (46.7% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Ratings Comparison | Rating | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Meets Requirements** | 8.1 (17 reviews) | 8.7 (10 reviews) | | **Ease of Use** | 8.7 (17 reviews) | 9.0 (10 reviews) | | **Ease of Setup** | 8.0 (10 reviews) | Not enough data | | **Ease of Admin** | 8.7 (10 reviews) | Not enough data | | **Quality of Support** | 7.1 (16 reviews) | 8.8 (10 reviews) | | **Has the product been a good partner in doing business?** | 8.7 (10 reviews) | Not enough data | | **Product Direction (% positive)** | 7.5 (14 reviews) | 8.8 (10 reviews) | --- ## Pricing ### Apache Ambari #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Google Cloud Managed Service for Apache Spark #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### ETL Tools | Product | Score | Reviews | |---|---|---| | **Apache Ambari** | N/A | N/A | | **Google Cloud Managed Service for Apache Spark** | N/A | N/A | #### Management | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Reporting** | Not enough data | Not enough data | | **Auditing** | Not enough data | Not enough data | #### Functionality | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Extraction** | Not enough data | Not enough data | | **Transformation** | Not enough data | Not enough data | | **Loading** | Not enough data | Not enough data | | **Automation** | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | ### Big Data Processing and Distribution | Product | Score | Reviews | |---|---|---| | **Apache Ambari** | 8.0/10 | 13 | | **Google Cloud Managed Service for Apache Spark** | 8.7/10 | 9 | #### Database | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Real-Time Data Collection** | 7.6 (9 reviews) | 8.1 (8 reviews) | | **Data Distribution** | 7.8 (10 reviews) | 8.8 (8 reviews) | | **Data Lake** | 7.2 (10 reviews) | 8.1 (8 reviews) | #### Integrations | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Hadoop Integration** | 8.6 (12 reviews) | 9.0 (8 reviews) | | **Spark Integration** | 8.0 (10 reviews) | 9.4 (8 reviews) | #### Platform | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Machine Scaling** | 8.3 (8 reviews) | 9.2 (8 reviews) | | **Data Preparation** | 8.6 (7 reviews) | 7.9 (8 reviews) | | **Spark Integration** | 8.0 (10 reviews) | 9.4 (8 reviews) | #### Processing | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Cloud Processing** | 8.1 (8 reviews) | 9.0 (8 reviews) | | **Workload Processing** | 7.9 (8 reviews) | 8.3 (8 reviews) | ### Big Data | Product | Score | Reviews | |---|---|---| | **Apache Ambari** | N/A | N/A | | **Google Cloud Managed Service for Apache Spark** | N/A | N/A | #### Building Reports | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Data Transformation** | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | | **WYSIWYG Report Design** | Not enough data | Not enough data | | **Integration APIs** | Not enough data | Not enough data | #### Platform | Feature | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) **Unique to Google Cloud Managed Service for Apache Spark (1):** [ETL Tools](https://www.g2.com/categories/etl-tools) --- ## Reviewer Demographics ### By Company Size | Segment | Apache Ambari | Google Cloud Managed Service for Apache Spark | |---|---|---| | **Small-Business** | 19.0% | 20.0% | | **Mid-Market** | 9.5% | 46.7% | | **Enterprise** | 71.4% | 33.3% | ### By Industry #### Apache Ambari - **Telecommunications:** 19.0% - **Computer Software:** 14.3% - **Banking:** 14.3% - **Retail:** 9.5% - **Marketing and Advertising:** 9.5% - **Financial Services:** 9.5% - **Utilities:** 4.8% - **Public Policy:** 4.8% - **Insurance:** 4.8% - **Information Technology and Services:** 4.8% - **Other:** 4.8% #### Google Cloud Managed Service for Apache Spark - **Information Technology and Services:** 26.7% - **Retail:** 13.3% - **Marketing and Advertising:** 6.7% - **Hospital & Health Care:** 6.7% - **Higher Education:** 6.7% - **Consumer Electronics:** 6.7% - **Computer Software:** 6.7% - **Broadcast Media:** 6.7% - **Apparel & Fashion:** 6.7% - **Alternative Medicine:** 6.7% - **Other:** 6.7% --- ## Alternatives ### Alternatives to Apache Ambari - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (799 reviews) - [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) — 4.2/5 stars (70 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2282 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews) - [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews) - [Kyvos Semantic Layer](https://www.g2.com/products/kyvos-semantic-layer/reviews) — 4.8/5 stars (275 reviews) - [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews) ### Alternatives to Google Cloud Managed Service for Apache Spark - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (799 reviews) - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) - [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews) - [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) — 4.2/5 stars (70 reviews) - [Azure Data Lake Store](https://www.g2.com/products/azure-data-lake-store/reviews) — 4.5/5 stars (40 reviews) - [Apache NiFi](https://www.g2.com/products/apache-nifi/reviews) — 4.2/5 stars (26 reviews) - [Azure HDInsight](https://www.g2.com/products/azure-hdinsight/reviews) — 3.9/5 stars (17 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews) - [Hadoop HDFS](https://www.g2.com/products/hadoop-hdfs/reviews) — 4.4/5 stars (141 reviews) - [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews) --- ## Top Discussions ### Apache Ambari No discussions available for this product. ### Google Cloud Managed Service for Apache Spark No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/apache-ambari-vs-google-cloud-managed-service-for-apache-spark)