# Oracle Database vs Spark SQL Comparison --- ## AI Generated Summary - **G2 reviewers report** that Oracle Database excels in overall user satisfaction, boasting a significantly higher G2 Score compared to Spark SQL. Users appreciate its speed and efficiency, with one reviewer noting, "It seems to be really quick and integrated previous employee information really quick as well." - **Users say** that while Spark SQL offers a user-friendly experience, particularly with its ability to manipulate data frames using SQL queries, it falls short in overall market presence and user feedback volume. With only 45 total reviews, its insights may not be as reliable as those for Oracle Database, which has nearly 1,000 reviews. - **Reviewers mention** that Oracle Database provides robust support and stability, with many users highlighting its multithreaded updates as superior to other traditional RDBMS options. This reliability is crucial for enterprises that require consistent performance. - **According to verified reviews** , Spark SQL shines in ease of use, with users praising its intuitive visual editor that helps identify errors in code. However, this advantage is somewhat overshadowed by Oracle's overall higher ratings in critical areas like data management and query optimization. - **G2 reviewers highlight** that Oracle Database's advanced storage capabilities are a significant advantage, with users calling it "the best storage to save the data in a tablet format and easy to use queries." This feature is particularly beneficial for organizations dealing with large datasets. - **Users report** that while both products have strong security features, Oracle Database's comprehensive security measures, including encryption and access control, are rated higher. This is a vital consideration for businesses that prioritize data protection and compliance. | | Oracle Database | Spark SQL | |---|---|---| | **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | | **Total Reviews** | 1,011 | 45 | | **Largest Market Segment** | Enterprise (60.7% of reviews) | Enterprise (53.3% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### Oracle Database Pros: - Performance (15 reviews) - Security (14 reviews) Cons: - Expensive (18 reviews) - Complexity (11 reviews) ### Spark SQL **Not enough data** --- ## Ratings Comparison | Rating | Oracle Database | Spark SQL | |---|---|---| | **Meets Requirements** | 9.0 (728 reviews) | 8.8 (32 reviews) | | **Ease of Use** | 8.3 (735 reviews) | 9.0 (35 reviews) | | **Ease of Setup** | 7.6 (390 reviews) | 8.7 (14 reviews) | | **Ease of Admin** | 7.8 (330 reviews) | 8.2 (13 reviews) | | **Quality of Support** | 8.3 (697 reviews) | 8.4 (32 reviews) | | **Has the product been a good partner in doing business?** | 8.1 (332 reviews) | 8.6 (14 reviews) | | **Product Direction (% positive)** | 8.2 (695 reviews) | 10.0 (29 reviews) | --- ## Pricing ### Oracle Database #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Spark SQL #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Relational Databases | Product | Score | Reviews | |---|---|---| | **Oracle Database** | 8.8/10 | 581 | | **Spark SQL** | 8.5/10 | 27 | #### Management | Feature | Oracle Database | Spark SQL | |---|---|---| | **Data Schema** | 9.0 (146 reviews) | 8.7 (26 reviews) | | **Query Language** | 8.9 (148 reviews) | 8.5 (26 reviews) | | **ACID - Complaint** | 8.8 (130 reviews) | 8.3 (23 reviews) | | **Data Replication** | 8.8 (140 reviews) | 8.3 (26 reviews) | #### Support | Feature | Oracle Database | Spark SQL | |---|---|---| | **Text Search** | 8.4 (142 reviews) | 8.0 (23 reviews) | | **Data Types** | 8.9 (145 reviews) | 8.1 (27 reviews) | | **Languages** | 8.7 (142 reviews) | 8.2 (26 reviews) | | **Operating Systems** | 8.8 (140 reviews) | 8.8 (24 reviews) | #### Security | Feature | Oracle Database | Spark SQL | |---|---|---| | **Database Locking** | 8.8 (142 reviews) | 8.7 (24 reviews) | | **Access Control** | 8.8 (148 reviews) | 8.3 (23 reviews) | | **Encryption** | 8.7 (138 reviews) | 8.4 (22 reviews) | | **Authentication** | 8.8 (145 reviews) | 8.5 (24 reviews) | #### Performance | Feature | Oracle Database | Spark SQL | |---|---|---| | **Disaster Recovery** | 8.6 (146 reviews) | 8.7 (25 reviews) | | **Data Concurrency** | 8.8 (139 reviews) | 8.5 (25 reviews) | | **Workload Management** | 8.6 (142 reviews) | 8.6 (25 reviews) | | **Advanced Indexing** | 8.8 (141 reviews) | 7.9 (23 reviews) | | **Query Optimizer** | 8.8 (147 reviews) | 8.6 (25 reviews) | #### Database Features | Feature | Oracle Database | Spark SQL | |---|---|---| | **Storage** | 9.0 (501 reviews) | 8.3 (26 reviews) | | **Availability** | 9.0 (507 reviews) | 8.7 (26 reviews) | | **Stability** | 8.9 (514 reviews) | 8.7 (27 reviews) | | **Scalability** | 8.7 (505 reviews) | 8.9 (27 reviews) | | **Security** | 9.0 (503 reviews) | 8.5 (27 reviews) | | **Data Manipulation** | 8.7 (491 reviews) | 8.5 (26 reviews) | | **Query Language** | 8.9 (497 reviews) | 8.3 (27 reviews) | ### Database as a Service (DBaaS) | Product | Score | Reviews | |---|---|---| | **Oracle Database** | 8.7/10 | 97 | | **Spark SQL** | N/A | N/A | #### Configuration | Feature | Oracle Database | Spark SQL | |---|---|---| | **Application Performance** | 8.8 (92 reviews) | Not enough data | | **Orchestration** | 8.3 (87 reviews) | Not enough data | | **Database Monitoring** | 8.6 (90 reviews) | Not enough data | | **Anomaly Detection** | 8.4 (84 reviews) | Not enough data | | **Network Security** | 8.9 (89 reviews) | Not enough data | #### Database Administration | Feature | Oracle Database | Spark SQL | |---|---|---| | **Provisioning** | 8.5 (85 reviews) | Not enough data | | **Governance** | 8.8 (83 reviews) | Not enough data | | **Auditing** | 8.9 (86 reviews) | Not enough data | #### Availability | Feature | Oracle Database | Spark SQL | |---|---|---| | **Scalability** | 8.9 (87 reviews) | Not enough data | | **Backup** | 9.0 (90 reviews) | Not enough data | | **Archiving** | 8.8 (83 reviews) | Not enough data | | **Indexing** | 8.7 (84 reviews) | Not enough data | #### Security | Feature | Oracle Database | Spark SQL | |---|---|---| | **Data Masking** | 8.8 (86 reviews) | Not enough data | | **Authentication And Single Sign-On** | 8.6 (83 reviews) | Not enough data | | **Data Anonymization** | 8.7 (80 reviews) | Not enough data | #### Data Management | Feature | Oracle Database | Spark SQL | |---|---|---| | **Data Replication** | 8.9 (81 reviews) | Not enough data | | **Advanced Data Analytics** | 8.7 (80 reviews) | Not enough data | --- ## Categories **Shared Categories (1):** [Relational Databases](https://www.g2.com/categories/relational-databases) **Unique to Oracle Database (1):** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas) --- ## Reviewer Demographics ### By Company Size | Segment | Oracle Database | Spark SQL | |---|---|---| | **Small-Business** | 12.1% | 26.7% | | **Mid-Market** | 27.2% | 20.0% | | **Enterprise** | 60.7% | 53.3% | ### By Industry #### Oracle Database - **Information Technology and Services:** 20.3% - **Computer Software:** 11.3% - **Financial Services:** 5.5% - **Banking:** 5.1% - **Hospital & Health Care:** 4.3% - **Higher Education:** 3.8% - **Telecommunications:** 3.7% - **Government Administration:** 3.5% - **Accounting:** 2.8% - **Insurance:** 2.7% - **Other:** 37.0% #### Spark SQL - **Information Technology and Services:** 31.1% - **Computer Software:** 13.3% - **Retail:** 6.7% - **Financial Services:** 6.7% - **Telecommunications:** 4.4% - **Program Development:** 4.4% - **E-Learning:** 4.4% - **Electrical/Electronic Manufacturing:** 4.4% - **Hospital & Health Care:** 4.4% - **Airlines/Aviation:** 2.2% - **Other:** 17.8% --- ## Alternatives ### Alternatives to Oracle Database - [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (908 reviews) - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews) - [Azure SQL Database](https://www.g2.com/products/azure-sql-database/reviews) — 4.5/5 stars (241 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (682 reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews) - [SQLite](https://www.g2.com/products/sqlite/reviews) — 4.3/5 stars (261 reviews) - [MariaDB](https://www.g2.com/products/mariadb/reviews) — 4.4/5 stars (226 reviews) ### Alternatives to Spark SQL - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (682 reviews) - [ClickHouse](https://www.g2.com/products/clickhouse/reviews) — 4.5/5 stars (23 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews) - [SQLite](https://www.g2.com/products/sqlite/reviews) — 4.3/5 stars (261 reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews) - [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews) - [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (908 reviews) - [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews) - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) --- ## Top Discussions ### Oracle Database - Title: [What is Oracle Database used for?](https://www.g2.com/discussions/what-is-oracle-database-used-for) — 2 comments, 1 upvote > **Top comment:** "Oracle Database is a relational database management system (RDBMS) that is widely used in the industry for managing and storing large volumes of data. It..." - Title: [What is Oracle View and advantages?](https://www.g2.com/discussions/what-is-oracle-view-and-advantages) — 1 comment > **Top comment:** " A "view" is a virtual table derived from one or more existing tables or views in the database. It does not store the data itself but provides an alternative..." - Title: [What are the advantages of Oracle?](https://www.g2.com/discussions/what-are-the-advantages-of-oracle) — 1 comment > **Top comment:** "Deploy anywhere,Easy access to analytics,Expedite application development,Automation to save time,Enhanced security,Scaling without assistance." - Title: [What is the solution for extracting pdf data stored in DB in clob format](https://www.g2.com/discussions/what-is-the-solution-for-extracting-pdf-data-stored-in-db-in-clob-format) — 1 comment, 2 upvotes > **Top comment:** "try APEX" - Title: [Why oracles was not up the mark in mobile arena.](https://www.g2.com/discussions/why-oracles-was-not-up-the-mark-in-mobile-arena) — 1 comment, 1 upvote > **Top comment:** "All Oracle products have mobile versions. For development, try APEX." ### Spark SQL - Title: [What type of SQL does Spark use?](https://www.g2.com/discussions/what-type-of-sql-does-spark-use) — 2 comments, 1 upvote > **Top comment:** "Spark Sql" - Title: [What is the difference between SQL and Spark SQL?](https://www.g2.com/discussions/what-is-the-difference-between-sql-and-spark-sql) — 1 comment > **Top comment:** "Well it's very simple spark sql is used for big data processing, it makes querying the loads of data simple and faster. Whereas sql isn't suitable for..." - Title: [What is the functionality of Spark SQL?](https://www.g2.com/discussions/what-is-the-functionality-of-spark-sql) — 1 comment > **Top comment:** "Spark sql works with any kind of relational databases that works with sql like Mysql, oracle, mariadb, postgresql" --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/oracle-database-vs-spark-sql)