Db-engines.com Page
DB-Engines.com
Return to Most Popular Relational Databases DBMS, NoSQL Database Management Systems and Data Stores, Popular, Database Topics, Data Science Topics
DB-Engines.com Overview
DB-Engines.com is a comprehensive online platform that provides detailed information and rankings of various database management systems (DBMS). Launched by the consulting company Solid IT, it serves as a valuable resource for industry professionals, researchers, and enthusiasts looking to compare and analyze the performance, popularity, and features of different DBMS technologies. The website covers a wide range of database systems, including relational, NoSQL, time-series, graph, and key-value stores, reflecting the diverse landscape of database technologies.
Ranking Methodology
The core feature of DB-Engines.com is its ranking system, which evaluates the popularity of database systems using a variety of metrics. These metrics include the number of mentions on websites, search engine queries, frequency of technical discussions on forums, job offers, and social network activity. By aggregating these data points, DB-Engines.com provides a dynamic and comprehensive view of which database systems are gaining traction in the industry. This ranking system is updated monthly, offering up-to-date insights into market trends and shifts in database technology usage.
Features and Content
Beyond rankings, DB-Engines.com offers a wealth of information on each listed database system. This includes detailed profiles with technical specifications, supported features, licensing information, and use cases. The platform also features comparison tools that allow users to juxtapose different DBMS based on various criteria, aiding in informed decision-making for technology adoption. Additionally, the website hosts articles, reports, and news updates related to database technologies, making it a one-stop resource for staying current with industry developments.
Community and Industry Impact
DB-Engines.com has become an influential resource within the database community and the broader IT industry. Its comprehensive and transparent ranking methodology is widely respected, and its data is frequently cited in industry reports, academic research, and technology evaluations. The platform's ability to provide a clear and current snapshot of the database landscape helps organizations make strategic decisions about database technology investments and adoption. By continuously tracking and analyzing the popularity and evolution of DBMS, DB-Engines.com plays a crucial role in shaping the understanding and direction of database technology trends.
* https://db-engines.com/
* https://solid-it.com/
* https://arxiv.org/abs/2102.12127
* https://db-engines.com/en/ranking_definitions
{{nabber_database}}
Complete Ranking
The DB-Engines Ranking ranks database management systems according to their popularity. The database ranking is updated monthly.
Read more about the method of calculating the scores.
dblist
Oracle-MySQL-SQL Server-PostgreSQL-Mongo-Redis-IBM Db2-Elasticsearch-Cassandra-Splunk-Azure SQL-Cosmos DB-DynamoDB-Snowflake-Neo4j-BigQuery
Oracle-MySQL-SQL Server-PostgreSQL-Mongo-Redis-IBM Db2-Elasticsearch-Cassandra-Splunk-Azure SQL-Azure Cosmos DB-Hive-Amazon DynamoDB-Snowflake-Neo4j-Google BigQuery
* Oracle, MySQL, Microsoft SQL Server, PostgreSQL, MongoDB, Redis, IBM Db2, Elasticsearch, Cassandra, Splunk, Microsoft Azure SQL Database, Hive, Amazon DynamoDB, Snowflake, Neo4j, Google BigQuery, HBase, Microsoft Azure Cosmos DB
* Oracle
* MySQL
* Microsoft SQL Server
* PostgreSQL
* MongoDB
* Redis
* IBM Db2
* Elasticsearch
* Cassandra
* Splunk
* Microsoft Azure SQL Database
* Hive
* Amazon DynamoDB
* Snowflake
* Neo4j
* Google BigQuery
* HBase
* Microsoft Azure Cosmos DB
383 systems in ranking, January 2022
Rank DBMS Database Model Score
* 1. Oracle - Relational, Multi-model
* 2. MySQL - Relational, Multi-model
* 3. Microsoft SQL Server - Relational, Multi-model
* 4. PostgreSQL - Relational, Multi-model
* 5. MongoDB - Document, Multi-model
* 6. Redis - Key-value, Multi-model
* 7. IBM Db2 - Relational, Multi-model
* 8. Elasticsearch - Search engine, Multi-model
* 9. Microsoft Access - Relational
* 10. SQLite - Relational
* 11. Cassandra - Wide column
* 12. MariaDB - Relational, Multi-model
* 13. Splunk - Search engine
* 14. Microsoft Azure SQL Database - Relational, Multi-model
* 15. Hive - Relational
* 16. Amazon DynamoDB - Multi-model
* 17. Snowflake - Relational
* 18. Teradata - Relational, Multi-model
* 19. Solr - Search engine, Multi-model
* 20. Neo4j - Graph
* 21. SAP HANA - Relational, Multi-model
* 22. FileMaker - Relational
* 23. SAP Adaptive Server - Relational, Multi-model
* 24. Google BigQuery - Relational
* 25. HBase - Wide column
* 26. Microsoft Azure Cosmos DB - Multi-model
* 27. PostGIS - Spatial DBMS, Multi-model
* 28. InfluxDB - Time Series, Multi-model
* 29. Couchbase - Document, Multi-model
* 30. Firebird - Relational
* 31. Amazon Redshift - Relational
* 32. Memcached - Key-value
* 33. Informix - Relational, Multi-model
* 34. Spark SQL - Relational
* 35. Vertica - Relational, Multi-model
* 36. Firebase - Realtime Database - Document
* 37. Netezza - Relational
* 38. Microsoft Azure Synapse Analytics - Relational
* 39. Impala - Relational, Multi-model
* 40. CouchDB - Document, Multi-model
* 41. dBASE - Relational
* 42. Greenplum - Relational, Multi-model
* 43. Presto - Relational
* 44. ClickHouse - Relational, Multi-model
* 45. Amazon Aurora - Relational, Multi-model
* 46. etcd - Key-value
* 47. H2 - Relational, Multi-model
* 48. Datastax Enterprise - Wide column, Multi-model
* 49. Realm - Document
* 50. Hazelcast - Key-value, Multi-model
* 51. MarkLogic - Multi-model
* 52. 52. 51. [[Google Cloud Firestore - Document
* 53. Kdb+ - Time Series, Multi-model
* 54. Algolia - Search engine
* 55. Sphinx - Search engine
* 56. Microsoft Azure Search - Search engine
* 57. Oracle Essbase - Relational
* 58. CockroachDB - Relational
* 59. SingleStore - Relational, Multi-model
* 60. Microsoft Azure Data Explorer - Relational, Multi-model
* 61. Jackrabbit - Content
* 62. Prometheus - Time Series
* 63. Interbase - Relational
* 64. Riak KV - Key-value
* 65. Ehcache - Key-value
* 66. Ignite - Multi-model
* 67. Aerospike - Key-value, Multi-model
* 68. Ingres - Relational
* 69. SAP SQL Anywhere - Relational
* 70. Graphite - Time Series
* 71. HyperSQL - Relational
* 72. Microsoft Azure Table Storage - Wide column
* 73. Virtuoso - Multi-model
* 74. Derby - Relational
* 75. SAP IQ - Relational
* 76. Google Cloud Datastore - Document
* 77. Adabas - Multivalue
* 78. ArangoDB - Multi-model
* 79. OpenEdge - Relational
* 80. OrientDB - Multi-model
* 81. Oracle NoSQL - Multi-model
* 82. TimescaleDB - Time Series, Multi-model
* 83. MaxDB - Relational
* 84. SAP Advantage Database Server - Relational
* 85. ScyllaDB - Multi-model
* 86. Accumulo - Wide column
* 87. IBM Cloudant - Document
* 88. RocksDB - Key-value
* 89. Google Cloud Bigtable - Wide column
* 90. UniData,UniVerse - Multivalue
* 91. EXASOL - Relational
* 92. Google Cloud Spanner - Relational
* 93. Apache Druid - Multi-model
* 94. Apache Phoenix - Relational
* 95. TiDB - Relational, Multi-model
* 96. RavenDB - Document, Multi-model
* 97. RethinkDB - Document, Multi-model
* 98. LevelDB - Key-value
* 99. PouchDB - Document
* 100. 4D - Relational
* 101. Infinispan - Key-value
* 102. InterSystems Caché - Multi-model
* 103. GraphDB - Multi-model
* 104. Apache Jena - TDB - RDF
* 105. Apache Drill - Multi-model
* 106. Trino - Relational
* 107. Oracle Berkeley DB - Multi-model
* 108. Amazon Neptune - Multi-model
* 109. IMS - Navigational
* 110. Oracle Coherence - Key-value
* 111. Percona Server for MySQL - Relational
* 112. JanusGraph - Graph
* 113. CloudKit - Document
* 114. EDB Postgres - Relational, Multi-model
* 115. LMDB - Key-value
* 116. Amazon CloudSearch - Search engine
* 117. Amazon SimpleDB - Key-value
* 118. RRDtool - Time Series
* 119. Tibero - Relational
* 120. TigerGraph - Graph
* 121. YugabyteDB - Relational, Multi-model
* 122. 122. [[ - Spatialite - Spatial DBMS, Multi-model
* 123. IBM Db2 warehouse - Relational
* 124. Stardog - Multi-model
* 125. MonetDB - Relational, Multi-model
* 126. OpenTSDB - Time Series
* 127. mSQL - Relational
* 128. InterSystems IRIS - Multi-model
* 129. TimesTen - Relational
* 130. Datomic - Relational
* 131. Coveo - Search engine
* 132. Geode - Key-value
* 133. Amazon DocumentDB - Document
* 134. Db4o - Object oriented
* 135. VoltDB - Relational
* 136. jBASE - Multivalue
* 137. Tarantool - Key-value, Multi-model
* 138. GridGain - Multi-model
* 139. Dgraph - Graph
* 140. Citus - Relational, Multi-model
* 141. Mnesia - Document
* 142. BaseX - Native XML
* 143. ObjectStore - Object oriented
* 144. GT.M - Key-value
* 145. Apache Kylin - Relational
* 146. Datameer - Document
* 147. GridDB - Time Series, Multi-model
* 148. Fauna - Multi-model
* 149. 1010data - Relational
* 150. Giraph - Graph
* 151. Actian NoSQL Database - Object oriented
* 152. FoundationDB - Multi-model
* 153. OmniSci - Relational, Multi-model
* 154. SQLBase - Relational
* 155. HFSQL - Relational
* 156. AllegroGraph - Multi-model
* 157. DolphinDB - Time Series
* 158. Empress - Relational
* 159. Oracle Rdb - Relational
* 160. Model 204 - Multivalue
* 161. GBase - Relational
* 162. SQL.JS - Relational
* 163. QuestDB - Time Series, Multi-model
* 164. Nebula Graph - Graph
* 165. NonStop SQL - Relational
* 166. HAWQ - Relational
* 167. Amazon Timestream - Time Series
* 168. Infobright - Relational
* 169. LiteDB - Document
* 170. D3 - Multivalue
* 171. DataEase - Relational
* 172. EventStoreDB - Event
* 173. Altibase - Relational
* 174. Cubrid - Relational
* 175. ZODB - Key-value
* 176. NuoDB - Relational
* 177. IDMS - Navigational
* 178. Sedna - Native XML
* 179. CrateDB - Multi-model
* 180. Blazegraph - Multi-model
* 181. Objectivity/DB - Object oriented
* 182. ObjectBox - Object oriented, Multi-model
* 183. GemStone/S - Object oriented
* 184. FrontBase - Relational
* 185. Splice Machine - Relational
* 186. Graph Engine - Multi-model
* 187. HPE Ezmeral Data Fabric - Multi-model
* 188. NCache - Key-value, Multi-model
* 189. Matisse - Object oriented
* 190. Actian Vector - Relational
* 191. Datacom/DB - Relational
* 192. GeoMesa - Spatial DBMS
* 193. BigchainDB - Document
* 194. solidDB - Relational
* 195. DBISAM - Relational
* 196. Alibaba Cloud MaxCompute - Relational
* 197. GigaSpaces - Multi-model
* 198. TypeDB - Multi-model
* 199. Kognitio - Relational
* 200. Xapian - Search engine
* 201. eXist-db - Native XML
* 202. Kinetica - Relational
* 203. Alibaba Cloud AnalyticDB for MySQL - Relational, Multi-model
* 204. Postgres-XL - Relational, Multi-model
* 205. TDengine - Time Series, Multi-model
* 206. R:BASE - Relational
* 207. Jade - Object oriented
* 208. Yellowbrick - Relational
* 209. OpenBase - Relational
* 210. KairosDB - Time Series
* 211. RDF4J - RDF
* 212. Dolt - Relational, Multi-model
* 213. eXtremeDB - Multi-model
* 214. SciDB - Multivalue
* 215. Percona Server for MongoDB - Document
* 216. Alibaba Cloud ApsaraDB for PolarDB - Relational
* 217. Raima Database Manager - Multi-model
* 218. WebSphere eXtreme Scale - Key-value
* 219. NexusDB - Relational
* 220. ObjectDB - Object oriented
* 221. Alibaba Cloud Log Service - Search engine
* 222. LokiJS - Document
* 223. VistaDB - Relational
* 224. HarperDB - Document
* 225. Yandex Database - Multi-model
* 226. SQream DB - Relational
* 227. Elassandra - Wide column, Multi-model
* 228. ScaleArc - Relational
* 229. Perst - Object oriented
* 230. Amazon Keyspaces - Wide column
* 231. Rockset - Document, Multi-model]]
* 232. BoltDB - Key-value
* 233. VictoriaMetrics - Time Series
* 234. Tokyo Tyrant - Key-value
* 235. AlaSQL - Multi-model
* 236. TDSQL for MySQL - Relational, Multi-model
* 237. Northgate Reality - Multivalue
* 238. Alibaba Cloud AnalyticDB for PostgreSQL - Relational
* 239. MapDB - Key-value
* 240. IBM Db2 Event Store - Multi-model
* 241. OpenInsight - Multivalue
* 242. Alibaba Cloud Table Store - Wide column
* 243. InfiniteGraph - Graph
* 244. Project Voldemort - Key-value
* 245. Trafodion - Relational
* 246. Hibari - Key-value
* 247. Faircom DB - Multi-model
* 248. Rasdaman - Multivalue
* 249. 4store - RDF
* 250. Sequoiadb - Multi-model
* 2525294. Apache IoTDB - Time Series 240
* 252. 249. 228. Scalaris - Key-value 110
* 25260. 256. Brytlyt - Relational 049
* 254. 253. 240. ModeShape - Content 0.3904
* 255. 248. 233. Redland - RDF 0.3840
* 256. 256. [[Kingbase - Relational, Multi-model 0.381
* 257. 259. Milvus - Multivalue 0.382
* 258. 255. 250. Tajo - Relational 0.381
* 259. 257. 305. Memgraph - Graph 0.3700
* 260. 252. 257. Mimer SQL - Relational 0.3737
* 26266. 248. PipelineDB - Relational 13
* 26265. 219. atoti - Object oriented 11
* 263. 262. 242. SearchBlox - Search engine 18
* 264. 26287. [[AnzoGraph DB - Multi-model 17
* 265. 258. 234. Starcounter - Object oriented 46
* 266. 268. 277. KeyDB - Key-value 1
* 267. 267. 249. [[Tibco ComputeDB - Relational 26
* 268. 270. 231. Alibaba Cloud TSDB - Time Series 18
* 269. 263. 244. OpenQM - Multivalue 49
* 270. 271. 255. FlockDB - Graph 02
* 27272. Kyligence Enterprise - Relational 1
* 27273. 258. Axibase - Time Series 0.2801
* 27275. 271. GeoSpock - Relational, Multi-model 0.2834
* 27284. Apache Doris - Relational 0.285
* 275. 269. 229. Lovefield - Relational 0.2733
* 276. 274. 259. Comdb2 - Relational 0.262
* 277. 279. 246. Riak TS - Time Series 0.2513
* 278. 276. 269. Valentina Server - Relational 0.241
* 279. 261. 273. M3DB - Time Series 0.2422
* 280. 288. 262. HyperGraphDB - Graph 0.2433
* 281. 278. 265. EsgynDB - Relational 0.2313
* 28286. 297. DuckDB - Relational 0.2323
* 283. 283. 270. [[LeanXcale - Multi-model 0.2301
* 28289. 292. Warp 10 - Time Series 0.2330
* 285. 282. 274. Faircom EDGE - Multi-model 0.2210
* 286. 277. 264. EJDB - Document 0.2224
* 287. 28295. TerminusDB - Graph, Multi-model 0.2220
* 288. 280. 254. Fluree - Graph 0.2221
* 289. 285. 280. Actian FastObjects - Object oriented 0.2112
* 290. 323. 241. Heroic - Time Series 0.2172
* 29294. 266. XtremeData - Relational 0.2056
* 29311. Immudb - Key-value, Multi-model 91
* 293. 291. 276. CubicWeb - RDF 814
* 294. 287. 261. NEventStore - Event 840
* 295. 292. 275. ElevateDB - Relational 74
* 296. 297. 334. Weaviate - Search engine 626
* 297. 293. 272. Quasardb - Time Series 508
* 298. 300. 296. Badger - Key-value 524
* 299. 299. 279. [[Actian PSQL - Relational 516
* 300. 30308. HugeGraph - Graph 427
* 301. 298. 285. TransLattice - Relational 42
* 30312. Cloudflare Workers KV - Key-value 36
* 30307. 282. GraphBase - Graph 354
* 304. 301. 284. Sparksee - Graph 24
* 305. 290. 263. ITTIA - Relational 275
* 306. 296. 289. TinkerGraph - Graph 233
* 307. 303. 281. Mulgara - RDF 118
* 308. 304. 283. Strabon - RDF 15
* 309. 31335. SWC-DB - Wide column, Multi-model 0.0939
* 310. 295. 260. Transbase - Relational 0.0869
31317. 318. Manticore Search - Search engine, Multi-model 0.0824
312. 310. 309. AgensGraph - Multi-model 0.0801
313. 309. 303. BigObject - Relational 0.080
31316. 278. Kyoto Tycoon - Key-value 0.0714
31357. 335. Resin Cache - Key-value 0.0767
316. 305. ArcadeDB - Multi-model 0.064
317. 314. 312. DensoDB - Document 0.0610
318. 324. 302. VelocityDB - Multi-model 0.0622
319. 313. 291. SenseiDB - Document 0.0627
320. 308. 288. Blueflood - Time Series 0.0530
321. 306. 290. STSdb - Key-value 0.0539
32326. 327. Bangdb - Multi-model 0.0514
323. 321. 307. WakandaDB - Object oriented 0.043
32328. H2GIS - Spatial DBMS, Multi-model 0.041
32344. 323. TerarkDB - Key-value 0.0432
326. 325. 315. InfinityDB - Key-value 0.040
327. 318. 299. Dydra - RDF 0.0426
328. 322. 324. Exorbyte - Search engine 0.0412
329. 35333. Sadas Engine - Relational 0.0433
33. 327. 335. LedisDB - Key-value 0.044
33343. 267. Machbase - Time Series 0.0322
332. 329. 329. Hawkular Metrics - Time Series 0.032
333. 333. [[RDFox - Multi-model 0.030
3335335. IRONdb - Time Series 0.0323
335. 332. 293. Linter - Relational, Multi-model 0.0309
336. 33. 306. SwayDB - Key-value 0.0215
337. 336. 325. SiteWhere - Time Series 0.0201
338. 319. 298. BrightstarDB - RDF 0.0238
339. 338. 317. ToroDB - Document 0.022
336. 335. Tkrzw - Key-value 0.0222
341. 32. 31. Elliptics - Key-value 0.0234
341. 331. 319. FinchDB - Multi-model 0.0211
34353. 304. SmallSQL - Relational 0.0216
34349. 32. NosDB - Document 0.0102
34346. 332. JethroData - Relational 0.011
346. 352. 335. iBoxDB - Document 0.0101
347. 347. 316. [[SiriDB - Time Series 0.014
348. 348. 335. [[Yaacomo - Relational10
349. 342. 335. CortexDB - Multi-model20
35. 35. 326. [[SparkleDB - RDF11
3536. 33. ActorDB - Relational1
3536. 335. BergDB - Key-value
3536. 335. Cachelot.io - Key-value
3536. 335. CovenantSQL - Relational
3536. 335. DaggerDB - Relational
3536. 335. Edge Intelligence - Relational
351. 341. EdgelessDB - Relational2
3536. 331. Eloquera - Object oriented1
351. 34. Galaxybase - Graph2
3536. 335. Helium - Key-value
351. 337. 322. HGraphDB - Graph22
3536. 335. HyperLevelDB - Key-value
3536. 335. Hyprcubd - Time Series
3536. 335. Indica - Search engine
35354. 313. JaguarDB - Key-value 15
35356. 335. JasDB - Document
3536. 335. K-DB - Relational
35358. 335. Newts - Time Series
3536. 335. NSDb - Time Series
3536. 321. OrigoDB - Multi-model3
351. Qdrant - Search engine
351. 335. 300. RaptorDB - Document29
35360. 328. RedStore - RDF1
35360. 335. Rizhiyi - Search engine, Multi-model
35360. 314. ScaleOut StateServer - Key-value 5
35360. 335. searchxml - Multi-model
351. 345. 311. Siaqodb - Object oriented16
35360. SpaceTime - Spatial DBMS, Multi-model
35359. 335. TomP2P - Key-value
35360. 286. Upscaledb - Key-value 6
351. 334. 301. WhiteDB - Document38
351. 339. 335. XTDB - Document2
35360. 335. Yanza - Time Series
Fair Use Sources: https://db-engines.com/en/ranking - Captured on Jan-19-2022
{{navbar_database}}
{{navbar_popular}}
{{navbar_footer}}