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Database Engine Rankings

The DB-Engines Ranking ranks database management systems by popularity, covering over 410 systems. The ranking criteria[1] include number of search engine results when searching for the system names, Google Trends, Stack Overflow discussions, job offers with mentions of the systems, number of profiles in professional networks such as LinkedIn, mentions in social networks such as Twitter. The ranking is updated monthly. It has been described and cited in various database-related articles.[2][3][4][5][6][7]

By grouping over specific database features like database model or type of license, regularly published statistics reveal historical trends which are used in strategic statements.[8][9]

In June 2024, the assets of DB-Engines were bought by Redgate Software. Redgate stated that it would retain the DB-Engines branding and identity and continue to provide trusted and independent monthly database ranking reports.[10]

History

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The DB-Engines DBMS portal was created in 2012 and is maintained by the Austrian consulting company Solid IT. Based on its ranking, DB-Engines grants a yearly award for the system that gained most in popularity within a year.

The award winners are:[11]

Methodology

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The ranking comes from an average of the following parameters after normalization:[1]

  1. Number of mentions in search engines queries
  2. Frequency of searches
  3. Number of related questions and the number of interested users
  4. Number of job postings
  5. Number of profiles in professional networks
  6. Number of mentions in social networks
    • Twitter

DB-Engine Ranking list

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DB-engine ranking list as of July 2026:[12]

  1. Oracle Database
  2. MySQL
  3. Microsoft SQL Server
  4. PostgreSQL
  5. MongoDB
  6. Snowflake
  7. Databricks
  8. Redis
  9. IBM Db2
  10. Apache Cassandra
  11. SQLite
  12. Elasticsearch
  13. MariaDB
  14. Microsoft Azure SQL Database
  15. Splunk
  16. Apache Hive
  17. Microsoft Access
  18. Amazon DynamoDB
  19. Google BigQuery
  20. Neo4j
  21. SAP HANA
  22. Apache Solr
  23. Teradata
  24. FileMaker
  25. SAP Adaptive Server
  26. ClickHouse
  27. Apache Spark
  28. PostGIS
  29. InfluxDB
  30. Microsoft Azure Cosmos DB
  31. OpenSearch
  32. Apache HBase
  33. Microsoft Fabric
  34. Firebird
  35. Microsoft Azure Synapse Analytics
  36. Amazon Redshift
  37. Firebase Realtime Database
  38. Memcached
  39. Informix
  40. Apache Flink
  41. Apache Impala
  42. DuckDB
  43. Amazon Aurora
  44. Couchbase
  45. Prometheus
  46. Google Cloud Firestore
  47. Pinecone
  48. H2
  49. Vertica
  50. Kdb+
  51. dBASE
  52. etcd
  53. Trino
  54. Algolia
  55. Milvus
  56. Realm
  57. Netezza
  58. Microsoft Azure AI Search
  59. Presto
  60. Qdrant
  61. Sphinx
  62. CouchDB
  63. TimescaleDB
  64. Greenplum
  65. DolphinDB[13]
  66. ScyllaDB
  67. Weaviate[14]
  68. Hazelcast
  69. CockroachDB
  70. Oracle Essbase
  71. Graphite
  72. Aerospike
  73. Apache Jackrabbit
  74. RocksDB
  75. MarkLogic
  76. Apache Druid
  77. Alibaba Cloud PolarDB
  78. InterBase
  79. TiDB
  80. SAP SQL Anywhere
  81. Arango
  82. Oracle NoSQL Database
  83. QuestDB[15]
  84. OpenEdge
  85. Google Cloud Datastore
  86. DataStax Enterprise
  87. Ingres
  88. Riak KV
  89. Azure Data Explorer
  90. Chroma
  91. Apache Derby
  92. SingleStore
  93. TDengine[16]
  94. Ehcache
  95. Google Cloud Spanner
  96. Microsoft Azure Table Storage
  97. Apache Ignite
  98. ADABAS
  99. Amazon Neptune
  100. GemFire[17]
  101. HyperSQL
  102. Valkey
  103. Apache Accumulo
  104. Virtuoso
  105. OrientDB
  106. Google Cloud Bigtable
  107. Apache Jena – TDB
  108. GraphDB
  109. OceanBase[18]
  110. IBM Cloudant
  111. SAP IQ
  112. Coveo
  113. InterSystems IRIS
  114. RavenDB
  115. RethinkDB
  116. Apache IoTDB
  117. Citus[19]
  118. Apache Phoenix
  119. YugabyteDB
  120. Rockset
  121. GBase
  122. 4D
  123. CloudKit
  124. UniData / UniVerse
  125. Stardog
  126. Amazon DocumentDB
  127. Amazon CloudSearch
  128. LMDB
  129. Percona Server for MySQL
  130. Infinispan
  131. LevelDB
  132. TigerGraph
  133. JanusGraph
  134. PouchDB[20]
  135. MaxDB
  136. Memgraph[21]
  137. NebulaGraph
  138. SpatiaLite
  139. Apache Drill
  140. EDB Postgres[22]
  141. VictoriaMetrics[23]
  142. PlanetScale[24]
  143. StarRocks[25]
  144. Oracle Coherence
  145. Fauna[26]
  146. MonetDB
  147. IMS
  148. Amazon SimpleDB
  149. Datomic
  150. Oracle Berkeley DB
  151. Vitess
  152. EXASOL
  153. RRDtool
  154. GridDB[27]
  155. SurrealDB
  156. Meilisearch[28]
  157. BaseX
  158. OpenTSDB[29]
  159. D3 (DBMS)
  160. jBASE
  161. GridGain[30]
  162. TDSQL for MySQL
  163. Geode[31]
  164. HFSQL
  165. Tarantool
  166. Amazon Timestream[32]
  167. Dgraph
  168. Empress
  169. Actian NoSQL Database
  170. VoltDB
  171. Apache Kylin
  172. ObjectBox
  173. Arc
  174. Typesense
  175. Mnesia
  176. Db4o
  177. HEAVY.AI
  178. IBM Db2 Warehouse
  179. LiteDB[33]
  180. Amazon Keyspaces
  181. ObjectStore
  182. FoundationDB
  183. Tibero
  184. openGauss
  185. TimesTen
  186. Datameer
  187. SQLBase
  188. KurrentDB (EventStoreDB)
  189. Giraph
  190. Alibaba Cloud MaxCompute
  191. Dolt
  192. NonStop SQL
  193. Vespa
  194. Xapian
  195. GT.M
  196. GigaSpaces
  197. DataEase
  198. mSQL
  199. M3DB
  200. Apache HAWQ
  201. Oracle Rdb
  202. NCache
  203. CUBRID
  204. Alibaba AnalyticDB for MySQL
  205. IDMS
  206. Sedna
  207. Altibase
  208. HPE Ezmeral Data Fabric
  209. RisingWave
  210. NuoDB
  211. KeyDB[34]
  212. GeoMesa
  213. AllegroGraph
  214. Yellowbrick
  215. Blazegraph
  216. ZODB
  217. Infobright
  218. BigchainDB[35]
  219. Model 204
  220. Apache Sedona
  221. MatrixOne
  222. Actian Vector
  223. SciDB
  224. RDF4J
  225. Graph Engine
  226. eXist-db
  227. Alibaba AnalyticDB for PostgreSQL
  228. Datacom/DB
  229. TypeDB
  230. Kinetica
  231. CrateDB
  232. R:BASE
  233. SQream DB
  234. Firebolt
  235. Apache Pinot
  236. Dragonfly[36]
  237. BoltDB
  238. Objectivity/DB
  239. Splice Machine
  240. DBISAM
  241. 1010data
  242. SolidDB
  243. ObjectDB
  244. Perst
  245. KairosDB
  246. Percona Server for MongoDB
  247. Northgate Reality
  248. ITTIA
  249. Scalaris
  250. Alibaba Cloud Log Service
  251. Atoti[37]
  252. NexusDB
  253. FrontBase
  254. eXtremeDB
  255. Kyligence Enterprise
  256. ScaleArc
  257. SQL.js
  258. WebSphere eXtreme Scale
  259. YDB
  260. MapDB
  261. Kingbase
  262. Cloudflare Workers KV
  263. OpenInsight
  264. Deep Lake
  265. GemStone/S
  266. Elassandra
  267. Apache Doris
  268. Alibaba Cloud TSDB
  269. Hibari
  270. RaptorDB
  271. Comdb2
  272. Marqo
  273. Harper
  274. CnosDB
  275. VistaDB
  276. LokiJS
  277. AlaSQL
  278. Actian PSQL
  279. Databend
  280. SearchBlox
  281. Rasdaman
  282. Mimer SQL
  283. Starcounter
  284. FalkorDB[38]
  285. Fluree
  286. Sequoiadb
  287. Postgres-XL
  288. InfiniteGraph
  289. Strabon[39]
  290. Mulgara
  291. ArcadeDB
  292. FeatureBase
  293. Brytlyt
  294. OpenQM
  295. Project Voldemort
  296. Fujitsu Enterprise Postgres
  297. Kyoto Tycoon
  298. RedStore
  299. Vald[40]
  300. Manticore Search
  301. Tokyo Tyrant
  302. PieCloudDB
  303. ModeShape
  304. XTDB
  305. Actian FastObjects
  306. LeanXcale
  307. YTsaurus
  308. RDFox
  309. Immudb
  310. PipelineDB
  311. NEventStore
  312. 4store
  313. Axibase
  314. YottaDB
  315. AnzoGraph DB
  316. TransLattice
  317. Warp 10[41]
  318. MyScale
  319. Raima Database Manager
  320. Faircom DB
  321. BigObject
  322. XtremeData
  323. OrigoDB
  324. Tibco ComputeDB
  325. EsgynDB
  326. ElevateDB
  327. GreptimeDB
  328. Apache HugeGraph
  329. Tajo[42]
  330. IBM Db2 Event Store
  331. Valentina Server
  332. Redland
  333. Ultipa
  334. Quasardb
  335. chDB
  336. HyperGraphDB
  337. Riak TS
  338. Linter
  339. Sparksee
  340. Lovefield
  341. FlockDB
  342. AgensGraph
  343. Speedb
  344. Bangdb
  345. TerminusDB
  346. Badger
  347. Exorbyte
  348. SiteWhere
  349. ScaleOut StateServer
  350. Alibaba Cloud Table Store
  351. GraphBase
  352. CubicWeb
  353. EJDB
  354. Blueflood
  355. Elliptics
  356. Kuzu[43]
  357. SenseiDB
  358. VictoriaLogs
  359. Indica
  360. Forge (IRONdb)
  361. Machbase Neo
  362. NosDB
  363. STSdb
  364. WakandaDB
  365. Sadas Engine
  366. Jade
  367. JethroData
  368. Heroic
  369. Hawkular Metrics
  370. OpenMLDB
  371. Dydra
  372. SmallSQL
  373. SparkleDB
  374. Faircom EDGE
  375. gStore
  376. TinkerGraph
  377. Acebase
  378. Resin Cache
  379. SWC-DB
  380. Eloquera
  381. OushuDB
  382. Siaqodb
  383. LedisDB
  384. SwayDB
  385. ActorDB
  386. AntDB
  387. BergDB
  388. BrightstarDB
  389. Cachelot.io
  390. CortexDB
  391. CovenantSQL
  392. DaggerDB
  393. DataFS
  394. Diana DB
  395. Easysearch
  396. Edge Intelligence
  397. EdgelessDB
  398. Galaxybase
  399. H2GIS
  400. Helium
  401. HGraphDB
  402. HyperLevelDB
  403. iBoxDB
  404. InfinityDB
  405. JaguarDB
  406. JasDB
  407. K-DB
  408. Newts[44]
  409. NSDb
  410. openGemini
  411. OpenTenBase
  412. RayforceDB
  413. ReductStore
  414. Rizhiyi
  415. searchxml
  416. SiriDB
  417. Skytable
  418. SpaceTime
  419. SpacetimeDB
  420. SvectorDB
  421. TerarkDB
  422. TidesDB
  423. Tigris[45]
  424. Tkrzw
  425. TomP2P
  426. Transbase
  427. Transwarp ArgoDB
  428. Transwarp Hippo
  429. Transwarp KunDB
  430. Transwarp StellarDB
  431. Upscaledb
  432. VelocityDB
  433. VillageSQL
  434. WhiteDB

See also

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References

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  1. 1 2 "Ranking Methodology". DB-Engines. Retrieved 23 November 2023.
  2. ↑ "New site tracks the cracks in Oracle's empire". Wired. December 2013. Retrieved 10 January 2018.
  3. ↑ "Oracle remains most popular database, but MongoDB continues to rise". InfoWorld. Retrieved 10 January 2018.
  4. ↑ "Will NoSQL be the undoing of Oracle's database reign?". Tech Republic. Retrieved 10 January 2018.
  5. ↑ "Oracle Named Database of the Year, MongoDB Ranks Second". SoftPedia. Retrieved 10 January 2018.
  6. ↑ "As DBMS wars continue, PostgreSQL shows most momentum". ZDNet. Retrieved 10 January 2018.
  7. ↑ "Microsoft SQL Server surges in Solid IT's database rankings". eWeek. Retrieved 10 January 2018.
  8. ↑ "Cloud database growth may be slowing as lock-in fears loom". TechRepublic. Retrieved 10 January 2018.
  9. ↑ "The growing graph database space in 2018". Information age. 2018. Retrieved 15 January 2018.
  10. ↑ Ltd, Red Gate Software. "Redgate Software Announces Acquisition of DB-Engines". www.red-gate.com. Retrieved 23 July 2024.
  11. ↑ "Snowflake is the DBMS of the Year 2022, defending the title from last year". DB-Engines. Retrieved 4 January 2023.
  12. ↑ https://db-engines.com/en/ranking
  13. ↑ https://dolphindb.com
  14. ↑ https://github.com/weaviate/weaviate
  15. ↑ https://github.com/questdb/questdb
  16. ↑ https://github.com/taosdata/TDengine
  17. ↑ https://gemfire.dev
  18. ↑ https://github.com/oceanbase/oceanbase
  19. ↑ https://github.com/citusdata/citus
  20. ↑ https://github.com/pouchdb/pouchdb
  21. ↑ https://github.com/memgraph/memgraph
  22. ↑ https://github.com/EnterpriseDB/postgres-deployment
  23. ↑ https://github.com/VictoriaMetrics/VictoriaMetrics
  24. ↑ https://github.com/planetscale
  25. ↑ https://github.com/StarRocks/starrocks
  26. ↑ https://github.com/fauna
  27. ↑ https://github.com/griddb/griddb
  28. ↑ https://github.com/meilisearch/meilisearch
  29. ↑ https://github.com/OpenTSDB/opentsdb
  30. ↑ https://github.com/gridgain/gridgain
  31. ↑ https://github.com/apache/geode
  32. ↑ https://aws.amazon.com/timestream
  33. ↑ https://github.com/litedb-org/LiteDB
  34. ↑ https://github.com/Snapchat/KeyDB
  35. ↑ https://github.com/bigchaindb/bigchaindb
  36. ↑ https://github.com/dragonflydb/dragonfly
  37. ↑ https://github.com/activeviam/autopivot
  38. ↑ https://github.com/FalkorDB/FalkorDB
  39. ↑ https://github.com/AI-team-UoA/Strabon
  40. ↑ https://github.com/vdaas/vald
  41. ↑ https://github.com/senx/warp10-platform
  42. ↑ https://github.com/apache/incubator-tajo
  43. ↑ https://github.com/kuzudb/kuzu
  44. ↑ https://github.com/OpenNMS/newts
  45. ↑ https://github.com/tigrisdata-archive/tigris
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