The DB-Engines Ranking ranks system based on their popularity.
Read more about our method of calculation and our ranking system
| Sl No. | System Name | Previous Rank | Current Rank |
|---|---|---|---|
| Database | |||
| 1 | [tile]DB | 14.37 | 13.36 |
| 2 | Hive | 9.65 | 12.34 |
| 3 | MySQL | 13.21 | 12.15 |
| 4 | Impala | 7.06 | 11.22 |
| 5 | Mongo DB | 11.45 | 11.15 |
| 6 | Oracle DB | 11.07 | 10.73 |
| 7 | Timescale | 3.85 | 10.72 |
| 8 | PostgresDB | 11.45 | 10.43 |
| 9 | Redis DB | 10.31 | 10.02 |
| 10 | ElasticSearch | 10.49 | 9.99 |
| 11 | HBase | 8.75 | 9.56 |
| 12 | Splunk | 6.81 | 9.19 |
| 13 | Neo4j | 9.74 | 9.1 |
| 14 | CouchDB | 8.61 | 8.44 |
| 15 | Exadata | 3.56 | 7.85 |
| 16 | Raven DB | 7.74 | 7.73 |
| 17 | Netezza | 6.94 | 7.6 |
| 18 | MarkLogic | 7.8 | 7.58 |
| 19 | RethinkDB | 7.21 | 7.15 |
| 20 | Sybase | 7.93 | 6.86 |
| 21 | RiakDB | 6.64 | 6.82 |
| 22 | ArangoDB | 7.19 | 6.57 |
| 23 | ClickHouse | 5.31 | 5.71 |
| 24 | Cassandra (Datastax) | 4.56 | 4.23 |
| 25 | SAP HANA | 0 | 4.11 |
| 26 | BlazeGraph | 4.44 | 4.09 |
| 27 | AllegroGraph | 4.22 | 3.61 |
| 28 | Azure Cosmos DB | 0 | 2.94 |
| 29 | Ontotext | 0 | 2.08 |
| 30 | Azure Document DB | 0 | 1.95 |
| 31 | Apache Cassandra | 1.39 | 1.61 |
| 32 | IBM Informix | 0 | 0 |
| 33 | IBM DB2 | 0 | 0 |
| 34 | AWS Aurora | 0 | 0 |
| 35 | AWS Redshift | 0 | 0 |
| 36 | Microsoft SQLServer | 0 | 0 |
| 37 | Google Firebase | 0 | 0 |
| 38 | AWS DynamoDB | 0 | 0 |
| Data Platforms | |||
| 1 | Kafka | 9.37 | 12.01 |
| 2 | HPCC | 2.71 | 7.54 |
| 3 | Alfresco CMS | 8.03 | 7.43 |
| 4 | Azure Data Lake | 0 | 2.08 |
| 5 | Amazon EMR | 0 | 0.69 |
| 6 | Hadoop Cloudera | 0 | 0 |
| 7 | Hadoop MapR | 0 | 0 |
| 8 | Hadoop Hortonworks | 0 | 0 |
| 9 | AWS Data Lake | 0 | 0 |
| 10 | HP Vertica | 0 | 0 |
| DataScience Platforms | |||
| 1 | H2O.ai | 0 | 9.72 |
| 2 | Alteryx | 4.53 | 6.8 |
| 3 | KNIME | 5.2 | 5.49 |
| 4 | Apache Spark | 0 | 4.41 |
| 5 | Dataiku | 4.06 | 3.89 |
| 6 | Apache Flink | 0 | 1.79 |
| 7 | AWS Kinesis | 0 | 1.79 |
| 8 | Dremio | 0 | 1.1 |
| 9 | AWS SageMaker | 0 | 0.69 |
| 10 | Domino Data Lab | 0.69 | 0.69 |
| ETL Tools | |||
| 1 | Abinitio | 0 | 10.62 |
| 2 | Talend | 7.59 | 7.15 |
| 3 | Syncsort | 3.76 | 6.69 |
| 4 | Streamsets | 4.44 | 3.61 |
| 5 | CloverETL | 3.09 | 2.83 |
| 6 | Alooma | 0 | 1.95 |
| 7 | Oracle Data Integrator | 0 | 0 |
| 8 | DatasStage | 0 | 0 |
| 9 | WherescapeRed | 0 | 0 |
| 10 | Informatica Power Center | 0 | 0 |
| 11 | Microsoft SSIS | 0 | 0 |
| 12 | AWS Glue | 0 | 0 |
| Business Intelligence Tools | |||
| 1 | Tableau | 8.06 | 12.64 |
| 2 | Looker.com | 0 | 9.63 |
| 3 | Cognos | 6.77 | 9.06 |
| 4 | MicroStrategy | 5.42 | 8.88 |
| 5 | PowerBI | 8.28 | 7.47 |
| 6 | Pentaho | 8.04 | 7.36 |
| 7 | QlikView | 6.69 | 6.18 |
| 8 | Jaspersoft | 5.33 | 4.8 |
| 9 | Spago BI | 5.09 | 4.19 |
| 10 | SAP Business Objects | 0 | 0 |
| 11 | Actuate Brio | 0 | 0 |
| 12 | AWS QuickSight | 0 | 0 |
| Enterprise Integration Tools | |||
| 1 | WSO2 | 9.1 | 8.23 |
| 2 | Active MQ | 8.48 | 8.06 |
| 3 | Zero MQ | 7.86 | 7.47 |
| 4 | Mulesoft | 0 | 6.05 |
| 5 | Apache Camel | 0 | 3.81 |
| 6 | IBM MQ | 0 | 3.04 |
| 7 | Microsoft Biz Talk Server | 0 | 0 |
| 8 | Oracle Fustion ESB | 0 | 0 |
| 9 | Tibco ESB | 0 | 0 |
| Data Governance Tools | |||
| 1 | Alation | 2.64 | 7.31 |
| 2 | Collibra | 0 | 5.25 |
| 3 | Trifacta | 0 | 2.08 |
| 4 | GetManta.com | 0 | 1.1 |
| 5 | Apache Flyway | 0 | 0 |
| 6 | ASG Rochade | 0 | 0 |
| 7 | Talend Metadata Manager | 0 | 0 |
| 8 | Informatica Metadata Manager | 0 | 0 |
| 9 | IBM Metadata Manager | 0 | 0 |
| Job Scheduling Tools | |||
| 1 | Control-M | 4.77 | 16.82 |
| 2 | Autosys | 5.6 | 6.14 |
| 3 | Apache Airflow | 0 | 0.69 |