Link copied to clipboard # Oracle Database vs Spark SQL Comparison - What are their main differences? Share [ Export ](/compare/oracle-database/spark-sql/export.csv) Oracle DatabaseSpark SQL[+ Add Product](#) Reviews **Oracle Database** [ 4.3/5(1,023) ](https://www.g2.com/products/oracle-database/reviews#reviews) **Spark SQL** [ 4.6/5(46) ](https://www.g2.com/products/spark-sql/reviews#reviews) Pricing **Oracle Database** No pricing available **Spark SQL** No pricing available **Pricing Insights** from reviews Time to Implement **Oracle Database** 5 months Based on 22 responses **Spark SQL** Not enough reviews yet Return on Investment **Oracle Database** 24 months Based on 16 responses **Spark SQL** Not enough reviews yet Perceived Cost **Oracle Database** $$$$$ **Spark SQL** $$$$$ Average Discount **Oracle Database** 20% **Spark SQL** Not enough reviews yet Pros & Cons **Oracle Database** [ Performance (15) ](https://www.g2.com/products/oracle-database/reviews?filters%5Bsentiment_snippet%5D=1295282&qs=pros-and-cons#reviews)[ Security (14) ](https://www.g2.com/products/oracle-database/reviews?filters%5Bsentiment_snippet%5D=1295316&qs=pros-and-cons#reviews)[ Expensive (18) ](https://www.g2.com/products/oracle-database/reviews?filters%5Bsentiment_snippet%5D=1296598&qs=pros-and-cons#reviews)[ Complexity (11) ](https://www.g2.com/products/oracle-database/reviews?filters%5Bsentiment_snippet%5D=1295830&qs=pros-and-cons#reviews) **Spark SQL** Not enough data Integrations **Oracle Database** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_46417431563fe59eb25fdb9819dc0a95/xamarin.png "Product Avatar Image") Xamarin ](https://www.g2.com/products/net-2023-06-12/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_809aa88d3571ee805a47d8fb156ba412/apache-kafka.jpg "Product Avatar Image") Apache Kafka ](https://www.g2.com/products/apache-kafka/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7ac26159c9ff73c3577631317a201a51/ellucian-student.png "Product Avatar Image") Ellucian Student ](https://www.g2.com/products/ellucian-student/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d20584aae28e7a36c33465b06918a4db/grafana.jpg "Product Avatar Image") Grafana Labs ](https://www.g2.com/products/grafana-labs/reviews)[ View all ](https://www.g2.com/products/oracle-database/integrations) **Spark SQL** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks ](https://www.g2.com/products/azure-databricks/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks ](https://www.g2.com/products/databricks/reviews)[ View all ](https://www.g2.com/products/spark-sql/integrations) Ratings Meets Requirements **Oracle Database** 9.0 9.0735 **Spark SQL** 8.8 8.833 Ease of Use **Oracle Database** 8.3 8.3742 **Spark SQL** 9.0 9.036 Ease of Setup **Oracle Database** 7.7 7.7397 **Spark SQL** 8.8 8.815 Ease of Admin **Oracle Database** 7.8 7.8334 **Spark SQL** 8.2 8.213 Quality of Support **Oracle Database** 8.3 8.3704 **Spark SQL** 8.4 8.432 Has the product been a good partner in doing business? **Oracle Database** 8.1 8.1336 **Spark SQL** 8.6 8.614 Product Direction (% positive) **Oracle Database** 8.2 8.2702 **Spark SQL** 10.0 10.030 Features Relational Databases[Hide 24 FeaturesShow 24 Features](javascript:void(0);) 8.8 589 8.5 28 Management Data Schema 9.0(won by 0.3) 146 8.7 27 Query Language 8.9(won by 0.4) 149 8.5 27 ACID - Complaint 8.9(won by 0.6) 131 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.3 23 Data Replication 8.8(won by 0.5) 141 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.3 26 Support Text Search 8.4(won by 0.4) 142 8.0 23 Data Types 8.9(won by 0.7) 145 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 28 Languages 8.7(won by 0.5) 142 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 26 Operating Systems 8.8(tied score) 141 8.8(tied score) 24 Security Database Locking 8.8(won by 0.1) 142 8.7 24 Access Control 8.8(won by 0.4) 149 8.4 24 Encryption 8.7(won by 0.3) 138 8.4 22 Authentication 8.8(won by 0.3) 145 8.5 24 Performance Disaster Recovery 8.7(tied score) 147 8.7(tied score) 26 Data Concurrency 8.8(won by 0.3) 140 8.5 26 Workload Management 8.6(tied score) 143 8.6(tied score) 25 Advanced Indexing 8.8(won by 0.9) 142 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 23 Query Optimizer 8.8(won by 0.1) 147 8.7 26 Database Features Storage 9.0(won by 0.6) 503 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.4 27 Availability 9.0(won by 0.3) 507 8.7 27 Stability 8.9(won by 0.1) 516 8.8 28 Scalability 8.7 506 8.9(won by 0.2) 28 Security 9.0(won by 0.5) 505 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.5 27 Data Manipulation 8.7(won by 0.1) 495 8.6 27 Query Language 9.0(won by 0.6) 499 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.4 28 Database as a Service (DBaaS)[Hide 17 FeaturesShow 17 Features](javascript:void(0);) 8.7 97 Not enough data Configuration Application Performance 8.8(won by default) 92 Not enough data Orchestration 8.3(won by default) 87 Not enough data Database Monitoring 8.6(won by default) 90 Not enough data Anomaly Detection 8.4(won by default) 84 Not enough data Network Security 8.9(won by default) 89 Not enough data Database Administration Provisioning 8.5(won by default) 85 Not enough data Governance 8.8(won by default) 83 Not enough data Auditing 8.9(won by default) 86 Not enough data Availability Scalability 8.9(won by default) 87 Not enough data Backup 9.0(won by default) 90 Not enough data Archiving 8.8(won by default) 83 Not enough data Indexing 8.7(won by default) 84 Not enough data Security Data Masking 8.8(won by default) 86 Not enough data Authentication And Single Sign-On 8.6(won by default) 83 Not enough data Data Anonymization 8.7(won by default) 80 Not enough data Data Management Data Replication 8.9(won by default) 81 Not enough data Advanced Data Analytics 8.7(won by default) 80 Not enough data User Insights Reviewers' Company Size [![Oracle Database](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_82f55e945509bff7b8009e8024cfe73c/oracle-database.jpg "Oracle Database")](https://www.g2.com/products/oracle-database/reviews) Oracle Database Small-Business(50 or fewer emp.) 12.4% Mid-Market(51-1000 emp.) 27.4% Enterprise(\> 1000 emp.) 60.2% [![Spark SQL](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9e6249d49a182e97a34b477a3611f47a/spark-sql.png "Spark SQL")](https://www.g2.com/products/spark-sql/reviews) Spark SQL Small-Business(50 or fewer emp.) 26.1% Mid-Market(51-1000 emp.) 19.6% Enterprise(\> 1000 emp.) 54.3% Small-Business (50 or fewer emp.) 12.4% 26.1% Mid-Market (51-1000 emp.) 27.4% 19.6% Enterprise (\> 1000 emp.) 60.2% 54.3% Reviewers' Industry [![Oracle Database](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_82f55e945509bff7b8009e8024cfe73c/oracle-database.jpg "Oracle Database")](https://www.g2.com/products/oracle-database/reviews) Oracle Database Information Technology and Services 20.3% Computer Software 11.4% Financial Services 5.6% Banking 5.0% Hospital & Health Care 4.4% Other 53.3% [![Spark SQL](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9e6249d49a182e97a34b477a3611f47a/spark-sql.png "Spark SQL")](https://www.g2.com/products/spark-sql/reviews) Spark SQL Information Technology and Services 30.4% Computer Software 13.0% Retail 6.5% Financial Services 6.5% Telecommunications 4.3% Other 39.1% FAQs ## Oracle Database vs Spark SQL FAQs Generated using AI Last updated: August 15, 2026 ### What is the difference between Oracle Database vs Spark SQL? Spark SQL stands out for its higher overall G2 rating and ease-of-use scores, while Oracle Database is recognized for its enterprise-grade security and reliability. | [Oracle Database](https://www.g2.com/products/oracle-database/reviews) | [Spark SQL](https://www.g2.com/products/spark-sql/reviews) | | --- | --- | | 4.3/5 (1,020 reviews) | 4.6/5 (47 reviews) | | Enterprise | Enterprise | | 7.7 | 8.8 | | 8.3 | 8.4 | | Security (18 all-time mentions) | Performance (recent reviews) | ### How do the pricing models of Oracle Database and Spark SQL compare? Spark SQL is rated higher for price satisfaction, with reviewers consistently citing Oracle Database as expensive and complex to license. - **Oracle Database:** Reviewers frequently cite high licensing and infrastructure costs, with 22 all-time mentions of expense and recurring complaints about complex pricing models. - **Spark SQL:** Reviewers describe Spark SQL as cost-effective for large-scale data processing, with only occasional mentions of resource intensity for complex queries. - **Switching reasons:** Recent reviews indicate buyers move away from Oracle Database due to high costs and complexity, seeking simpler and more affordable solutions. ### What are the best alternatives to Oracle Database and Spark SQL? The top three alternatives to Oracle Database and Spark SQL are Amazon Relational Database Service (RDS), IBM Db2, and PostgreSQL. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Oracle Database](https://www.g2.com/products/oracle-database/reviews) | 4.3/5 (1,020) | Enterprise | Expensive and complex licensing (recent reviews) | Security (18 all-time mentions) | | [Spark SQL](https://www.g2.com/products/spark-sql/reviews) | 4.6/5 (47) | Enterprise | Cost-effective for large-scale data (recent reviews) | Performance (recent reviews) | | [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) | 4.5/5 (909) | Mid-Market | — | — | | [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) | 4.1/5 (683) | Enterprise | — | — | | [PostgreSQL](https://www.g2.com/products/postgresql/reviews) | 4.4/5 (684) | Small-Business | — | — | ### Which Relational Databases features should I prioritize when comparing Oracle Database and Spark SQL? Buyers should prioritize security, performance, ease of use, scalability, and integration capabilities when comparing Oracle Database and Spark SQL. - **Security:** Oracle Database is cited for security in 18 all-time reviews; Spark SQL has no security mentions in recent reviews. - **Performance:** Oracle Database has 17 all-time performance mentions; Spark SQL is praised for performance in recent reviews. - **Ease of Use:** Oracle Database: 16 all-time mentions; Spark SQL: 9.0 Ease of Use score (higher than Oracle Database's 8.3). - **Scalability:** Oracle Database: 13 all-time mentions; Spark SQL: recent reviews highlight handling of petabyte-scale data. - **Integration Capabilities:** Oracle Database: 13 all-time mentions for easy integrations; Spark SQL: recent reviews note integration with Spark ecosystem and data sources. ### What are the pros and cons of Oracle Database vs Spark SQL? Oracle Database is strongest in security and reliability, while Spark SQL excels in performance and ease of use. - **Oracle Database strengths:** Security (18 all-time mentions), performance (17), reliability (13), scalability (13), ease of use (16), easy integrations (13), features (12), customer support (10). - **Oracle Database trade-offs:** Expensive (22 all-time mentions), complexity (13), poor usability (8), difficult learning curve (7). - **Spark SQL strengths:** Performance and high processing speed for large datasets, ease of use (9.0 score), cost-effectiveness for big data, integration with Spark ecosystem, and SQL-like syntax for analytics. - **Spark SQL trade-offs:** Resource-intensive for complex queries, limited advanced security features, some compatibility and real-time processing limitations, and a learning curve for advanced optimization. ### Is Oracle Database or Spark SQL better for small businesses? PostgreSQL is the top-ranked alternative with the strongest small-business segment, while both Oracle Database and Spark SQL are primarily used in enterprise environments. - **Oracle Database:** Largest segment is Enterprise; reviewers note high cost and complexity as barriers for small businesses. - **Spark SQL:** Largest segment is Enterprise; reviewers highlight its suitability for large-scale data but do not cite small-business adoption. ### Which Relational Databases platform has better integrations? Oracle Database is favored for integrations, with 13 all-time mentions of easy integrations and specific third-party tool support. - **Oracle Database:** Integrates with tools like Apache Airflow and Flyway, with 13 all-time mentions of easy integrations. - **Spark SQL:** Reviewers note integration with the Spark ecosystem and data sources, but no all-time mention count is available. ### How do Oracle Database and Spark SQL compare on customer support? Spark SQL and Oracle Database are rated at parity for Quality of Support, with scores of 8.4 and 8.3 respectively, indicating similar reviewer satisfaction. - **Oracle Database:** Reviewers cite responsive customer support and 10 all-time mentions of customer support, though some note complexity in accessing support channels. - **Spark SQL:** Reviewers describe support as helpful and responsive, with recent reviews noting satisfaction but no significant complaints or standout praise. ### Which is easier to implement, Oracle Database or Spark SQL? Spark SQL is rated higher for Ease of Setup, with a score of 8.8 compared to Oracle Database's 7.7, indicating a smoother implementation experience. - **Oracle Database:** Reviewers frequently mention a steep learning curve and complex setup, though some note that initial configuration can be straightforward with the right steps. - **Spark SQL:** Reviewers highlight straightforward setup, especially for those familiar with SQL, and praise its ease of use for both small and large datasets. Alternatives **Oracle Database Alternatives** ![Amazon Relational Database Service (RDS)](https://images.g2crowd.com/uploads/product/hd_favicon/1533130188/amazon-relational-database-service-rds.svg "Amazon Relational Database Service (RDS)") [ Amazon Relational Database... ](/products/amazon-relational-database-service-rds/reviews) ![IBM Db2](https://images.g2crowd.com/uploads/product/hd_favicon/1553782253/ibm-db2.svg "IBM Db2") [ IBM Db2 ](/products/ibm-db2/reviews) ![SAP HANA Cloud](https://images.g2crowd.com/uploads/product/hd_favicon/b5f8f986beca96ab0027c693ee762fb9/sap-hana-cloud-2025-10-01.svg "SAP HANA Cloud") [ SAP HANA Cloud ](/products/sap-hana-cloud-2025-10-01/reviews) ![Amazon Aurora](https://images.g2crowd.com/uploads/product/hd_favicon/1528476463/amazon-aurora.svg "Amazon Aurora") [ Amazon Aurora ](/products/amazon-aurora/reviews) **Spark SQL Alternatives** ![PostgreSQL](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_251be2af3ae607c45c14e816eaa1cf41/postgresql.png "PostgreSQL") [ PostgreSQL ](/products/postgresql/reviews) ![ClickHouse](https://images.g2crowd.com/uploads/product/hd_favicon/1085fc1aec988cc21861ba894db51044/clickhouse.svg "ClickHouse") [ ClickHouse ](/products/clickhouse/reviews) ![Microsoft SQL Server](https://images.g2crowd.com/uploads/product/hd_favicon/a8a99a96fda235658139f710592f8a53/microsoft-sql-server.svg "Microsoft SQL Server") [ MS SQL ](/products/microsoft-sql-server/reviews) ![SQLite](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_cf27b7c50adc61e4d44c2ef887f29fa3/sqlite.gif "SQLite") [ SQLite ](/products/sqlite/reviews)