Link copied to clipboard # Apache Spark for Azure HDInsight vs Google Cloud Managed Service for Apache Spark Comparison - What are their main differences? Share [ Export ](/compare/apache-spark-for-azure-hdinsight/google-cloud-managed-service-for-apache-spark/export.csv) Apache Spark for Azure...Google Cloud Managed Service for Apache Spark[+ Add Product](#) Pricing **Apache Spark for Azure HDInsight** No pricing available **Google Cloud Managed Service for Apache Spark** No pricing available **Pricing Insights** from reviews Perceived Cost **Apache Spark for Azure HDInsight** $$$$$ **Google Cloud Managed Service for Apache Spark** $$$$$ Average Discount **Apache Spark for Azure HDInsight** Not enough reviews yet **Google Cloud Managed Service for Apache Spark** Not enough reviews yet Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **Apache Spark for Azure HDInsight** 6 months Based on 100 responses **Google Cloud Managed Service for Apache Spark** 6 months Based on 100 responses Return on Investment **Apache Spark for Azure HDInsight** 6 months Based on 100 responses **Google Cloud Managed Service for Apache Spark** 6 months Based on 100 responses **Pros & Cons** from reviews **Apache Spark for Azure HDInsight** Not enough data **Google Cloud Managed Service for Apache Spark** Not enough data Integrations **Apache Spark for Azure HDInsight** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Product Avatar Image") Azure Data Factory ](https://www.g2.com/products/azure-data-factory/reviews)[ View all ](https://www.g2.com/products/apache-spark-for-azure-hdinsight/integrations) **Google Cloud Managed Service for Apache Spark** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7c23f7efbbad335c53ed6bdca9953572/etl-tools.png "Product Avatar Image") ETL tools ](https://www.g2.com/products/etl-tools/reviews)[ View all ](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/integrations) **Ratings** from reviews Meets Requirements **Apache Spark for Azure HDInsight** **8.5** /10 Based on 11 responses **Google Cloud Managed Service for Apache Spark** **8.6** /10 Based on 11 responses Ease of Use **Apache Spark for Azure HDInsight** **8.6** /10 Based on 11 responses **Google Cloud Managed Service for Apache Spark** **8.8** /10 Based on 11 responses Ease of Setup **Apache Spark for Azure HDInsight** **8.7** /10 Based on 5 responses **Google Cloud Managed Service for Apache Spark** Not enough data Ease of Admin **Apache Spark for Azure HDInsight** **9.0** /10 Based on 5 responses **Google Cloud Managed Service for Apache Spark** Not enough data Quality of Support **Apache Spark for Azure HDInsight** **8.5** /10 Based on 11 responses **Google Cloud Managed Service for Apache Spark** **8.8** /10 Based on 11 responses Has the product been a good partner in doing business? **Apache Spark for Azure HDInsight** **8.0** /10 Based on 5 responses **Google Cloud Managed Service for Apache Spark** Not enough data Product Direction (% positive) **Apache Spark for Azure HDInsight** **8.9** /10 Based on 11 responses **Google Cloud Managed Service for Apache Spark** **8.9** /10 Based on 11 responses **Features** ratings from reviews Big Data Processing and Distribution **8.8** /10 Based on 11 responses **8.7** /10 Based on 10 responses User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 16.7% Mid-Market(51-1000 emp.) 58.3% Enterprise(\> 1000 emp.) 25.0% Small-Business(50 or fewer emp.) 16.7% Mid-Market(51-1000 emp.) 58.3% Enterprise(\> 1000 emp.) 25.0% Small-Business(50 or fewer emp.) 25.0% Mid-Market(51-1000 emp.) 43.8% Enterprise(\> 1000 emp.) 31.3% Small-Business(50 or fewer emp.) 25.0% Mid-Market(51-1000 emp.) 43.8% Enterprise(\> 1000 emp.) 31.3% **Reviewers' Industry** [![Apache Spark for Azure HDInsight](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/apache-spark-for-azure-hdinsight.jpg "Apache Spark for Azure HDInsight")](https://www.g2.com/products/apache-spark-for-azure-hdinsight/reviews) Apache Spark for Azure HDInsight Computer Software 16.7% Research 8.3% Machinery 8.3% Luxury Goods & Jewelry 8.3% Information Technology and Services 8.3% Other 50.0% [![Google Cloud Managed Service for Apache Spark](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_0c51d2c2e5f85fe45126eb818f748267/google-cloud-managed-service-for-apache-spark.png "Google Cloud Managed Service for Apache Spark")](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) Google Cloud Managed Service for Apache Spark Information Technology and Services 25.0% Retail 12.5% Marketing and Advertising 6.3% Hospital & Health Care 6.3% Higher Education 6.3% Other 43.8% Alternatives **Apache Spark for Azure HDInsight Alternatives** ![Amazon EMR](https://images.g2crowd.com/uploads/product/hd_favicon/1528476487/amazon-emr.svg "Amazon EMR") [ Amazon EMR ](/products/amazon-emr/reviews) ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") [ BigQuery ](/products/google-cloud-bigquery/reviews) ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") [ Snowflake ](/products/snowflake/reviews) ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) **Google Cloud Managed Service for Apache Spark Alternatives** ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera") [ Cloudera ](/products/cloudera/reviews) ![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory") [ Azure Data Factory ](/products/azure-data-factory/reviews) ![Amazon EMR](https://images.g2crowd.com/uploads/product/hd_favicon/1528476487/amazon-emr.svg "Amazon EMR") [ Amazon EMR ](/products/amazon-emr/reviews) ## Apache Spark for Azure... vs Google Cloud Managed Service for Apache Spark FAQs Generated using AI Last updated: August 15, 2026 ### What is the difference between Google Cloud Managed Service for Apache Spark vs Apache Spark for Azure...? Google Cloud Managed Service for Apache Spark stands out for its higher G2 rating and support satisfaction, while Apache Spark for Azure... is rated higher for Ease of Setup and Ease of Admin. | [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) | [Apache Spark for Azure...](https://www.g2.com/products/apache-spark-for-azure-hdinsight/reviews) | | --- | --- | | 4.3/5 (18 reviews) | 4.1/5 (13 reviews) | | — | — | | — | 8.7 | | 8.8 | 8.5 | | Higher support satisfaction and integration with BigQuery and Cloud Storage | Higher Ease of Setup and Admin, strong Azure ecosystem integration | ### How do the pricing models of Google Cloud Managed Service for Apache Spark and Apache Spark for Azure... compare? Google Cloud Managed Service for Apache Spark is rated higher for value, with reviewers expressing more satisfaction with its pricing than Apache Spark for Azure.... - **Google Cloud Managed Service for Apache Spark:** Reviewers appreciate cost-saving features like idle cluster deletion and autoscaling, but note that pricing can become confusing for longer-running jobs. - **Apache Spark for Azure...:** Reviewers highlight that pricing can escalate quickly if clusters are not managed or scaled down during idle times. ### What are the best alternatives to Google Cloud Managed Service for Apache Spark and Apache Spark for Azure...? The top three alternatives to Google Cloud Managed Service for Apache Spark and Apache Spark for Azure... are Databricks, Cloudera, and Amazon EMR. | Product | G2 Rating (reviews) | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | | [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) | 4.3/5 (18 reviews) | Pricing can be confusing for longer jobs; cost-saving features like idle cluster deletion | Integration with BigQuery and Cloud Storage, autoscaling, reduced infra management | | [Apache Spark for Azure...](https://www.g2.com/products/apache-spark-for-azure-hdinsight/reviews) | 4.1/5 (13 reviews) | Pricing can escalate if clusters are not managed or scaled down | Strong Azure ecosystem integration, Jupyter Notebook support, scalable compute | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | — | Advanced collaborative features, modern UI, strong for data science and ML workloads | | [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | — | Enterprise-grade data management and analytics | | [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) | 4.2/5 (70 reviews) | — | Scalable big data processing on AWS infrastructure | ### Which Big Data Processing and Distribution features should I prioritize when comparing Google Cloud Managed Service for Apache Spark and Apache Spark for Azure...? Buyers should prioritize Ease of Setup, Quality of Support, Ease of Admin, integration capabilities, and value for cost when comparing Google Cloud Managed Service for Apache Spark and Apache Spark for Azure.... - **Ease of Setup:** Apache Spark for Azure... scores 8.7; Google Cloud Managed Service for Apache Spark has no score reported. - **Quality of Support:** Google Cloud Managed Service for Apache Spark scores 8.8; Apache Spark for Azure... scores 8.5. - **Ease of Admin:** Apache Spark for Azure... scores 9.0; Google Cloud Managed Service for Apache Spark has no score reported. - **Integration Capabilities:** Google Cloud Managed Service for Apache Spark is frequently cited for integration with BigQuery and Cloud Storage; Apache Spark for Azure... is noted for Azure ecosystem and Jupyter Notebook integration. - **Value for Cost:** Reviewers express higher satisfaction with Google Cloud Managed Service for Apache Spark's pricing and cost-saving features. ### What are the pros and cons of Google Cloud Managed Service for Apache Spark vs Apache Spark for Azure...? Google Cloud Managed Service for Apache Spark's headline strength is its integration with Google Cloud services and support satisfaction, while Apache Spark for Azure... excels in setup and administration within the Azure ecosystem. - **Google Cloud Managed Service for Apache Spark strengths:** Integration with BigQuery and Cloud Storage, autoscaling, reduced infrastructure management, cost-saving features like idle cluster deletion, and high support satisfaction. - **Google Cloud Managed Service for Apache Spark trade-offs:** Documentation can be thin, pricing visibility can be confusing for longer jobs, and some cluster management features are less mature. - **Apache Spark for Azure... strengths:** Strong integration with the Azure ecosystem, Jupyter Notebook support, high Ease of Setup and Admin scores, and scalable compute for large ETL workloads. - **Apache Spark for Azure... trade-offs:** Pricing can escalate if clusters are not managed or scaled down, cluster spin-up time can be slow, and UI/collaborative features are less modern compared to newer alternatives. ### Is Google Cloud Managed Service for Apache Spark or Apache Spark for Azure... better for small businesses? Google Cloud Managed Service for Apache Spark is a stronger fit for small businesses, supported by reviewer sentiment highlighting ease of use and attractive free credits. - **Google Cloud Managed Service for Apache Spark:** Reviewers note the $300 free cloud credit for one year and describe the platform as easy to use and maintain, making it attractive for small business users. - **Apache Spark for Azure...:** No segment share data available; reviewers focus on enterprise-scale ETL and integration within the Azure ecosystem. ### Which Big Data Processing and Distribution platform has better integrations? Google Cloud Managed Service for Apache Spark and Apache Spark for Azure... are both praised for integrations, with each platform favored for its respective cloud ecosystem. - **Google Cloud Managed Service for Apache Spark:** Reviewers highlight integration with BigQuery and Cloud Storage as key strengths. - **Apache Spark for Azure...:** Reviewers cite integration with the Azure ecosystem and Jupyter Notebook as major advantages. ### How do Google Cloud Managed Service for Apache Spark and Apache Spark for Azure... compare on customer support? Google Cloud Managed Service for Apache Spark and Apache Spark for Azure... are rated within 0.3 points on Quality of Support, indicating near-parity with scores of 8.8 and 8.5 respectively. - **Google Cloud Managed Service for Apache Spark:** Reviewers consistently describe the support team as helpful and responsive, especially during critical issues. - **Apache Spark for Azure...:** Reviewers report positive support experiences, with several noting efficient assistance and high satisfaction. ### Which is easier to implement, Google Cloud Managed Service for Apache Spark or Apache Spark for Azure...? Apache Spark for Azure... is rated higher for Ease of Setup with a score of 8.7, while Google Cloud Managed Service for Apache Spark has no reported score for this dimension. - **Google Cloud Managed Service for Apache Spark:** Reviewers mention that setup is straightforward but note some challenges with documentation and configuration discovery. - **Apache Spark for Azure...:** Reviewers highlight easy implementation, drag-and-drop functionality, and a simple approach to spinning up clusters on demand. ## Apache Spark for Azure HDInsight vs Google Cloud Managed Service for Apache Spark - Reviewers felt that Google Cloud Managed Service for Apache Spark meets the needs of their business better than Apache Spark for Azure HDInsight. - When comparing quality of ongoing product support, reviewers felt that Google Cloud Managed Service for Apache Spark is the preferred option. - When assessing product direction, Apache Spark for Azure HDInsight and Google Cloud Managed Service for Apache Spark received similar ratings from our reviewers.