July 2026 Database Ranking
| Rank | Database | Score | 📊 |
|---|---|---|---|
| 1 | Oracle | 1132 | |
| 2 | MySQL | 846 | |
| 3 | Microsoft SQL Server | 698 | |
| 4 | PostgreSQL | 687 | |
| 5 | MongoDB | 386 | |
| 6 | Snowflake | 216 | |
| 7 | Databricks | 164 | |
| 8 | Redis | 153 | |
| 9 | IBM Db2 | 112 | |
| 10 | Apache Cassandra | 103 | |
| 11 | SQLite | 94 | |
| 12 | Elasticsearch | 94 | |
| 13 | MariaDB | 80 | |
| 14 | Microsoft Azure SQL Database | 74 | |
| 15 | Splunk | 72 | |
| 16 | Apache Hive | 70 | |
| 17 | Microsoft Access | 65 | |
| 18 | Amazon DynamoDB | 55 | |
| 19 | Google BigQuery | 53 | |
| 20 | Neo4j | 50 |
| Rank | Database | Score | Change | Model |
|---|---|---|---|---|
| 1 | Oracle | 1132 | -7.67 | Relational |
| 2 | MySQL | 846 | -9.83 | Relational |
| 3 | Microsoft SQL Server | 698 | 0.92 | Relational |
| 4 | PostgreSQL | 687 | -0.43 | Relational |
| 5 | MongoDB | 386 | -1.36 | Document |
| 6 | Snowflake | 216 | 1.49 | Relational |
| 7 | Databricks | 164 | 6.5 | Multi-model |
| 8 | Redis | 153 | 3.79 | Key-value |
| 9 | IBM Db2 | 112 | -0.54 | Relational |
| 10 | Apache Cassandra | 103 | 0.08 | Wide column |
| 11 | SQLite | 94 | -0.67 | Relational |
| 12 | Elasticsearch | 94 | -0.33 | Multi-model |
| 13 | MariaDB | 80 | -1.16 | Relational |
| 14 | Microsoft Azure SQL Database | 74 | -0.36 | Relational |
| 15 | Splunk | 72 | 1.18 | Search engine |
| 16 | Apache Hive | 70 | -0.7 | Relational |
| 17 | Microsoft Access | 65 | 0.44 | Relational |
| 18 | Amazon DynamoDB | 55 | -1.97 | Multi-model |
| 19 | Google BigQuery | 53 | 0.67 | Relational |
| 20 | Neo4j | 50 | 1.08 | Graph |
The DB-Engines Ranking ranks database management systems by popularity, covering over 380 databases and updated monthly. Ranking criteria include the number of search engine results when searching for the database name, Google Trends, Stack Overflow, social networks, and job postings mentioning the database, providing a comprehensive comparison.