DB-Engines Ranking

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Ranking > Complete Ranking

The DB-Engines Ranking ranks database management systems according to their popularity. The ranking is updated monthly.

434 systems in ranking, May 2026
Rank			DBMS	Database Model	Score
May 2026	Apr 2026	May 2025			May 2026	Apr 2026	May 2025
1.	1.	1.	Oracle	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1143.28	-14.66	-83.29
2.	2.	2.	MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	856.49	-1.20	-108.49
3.	3.	3.	Microsoft SQL Server	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	700.99	-1.08	-73.90
4.	4.	4.	PostgreSQL	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	682.68	+1.33	+8.37
5.	5.	5.	MongoDB	Document, Multi-model Document store Key-value store Spatial DBMS Search engine Time Series DBMS Vector DBMS	384.65	-0.37	-17.87
6.	6.	6.	Snowflake	Relational	215.64	-1.73	+43.63
7.	7.	12.	Databricks	Multi-model Document store Relational DBMS	151.79	+1.31	+49.13
8.	8.	7.	Redis	Key-value, Multi-model Key-value store Document store Graph DBMS Spatial DBMS Search engine Time Series DBMS Vector DBMS	147.63	+1.09	-4.56
9.	9.	8.	IBM Db2	Relational, Multi-model Relational DBMS Document store RDF store Spatial DBMS	113.04	-0.21	-13.36
10.	10.	11.	Apache Cassandra	Wide column, Multi-model Wide column store Vector DBMS	101.67	-0.95	-6.39
11.	11.	9.	Elasticsearch	Multi-model Search engine Vector DBMS Document store Spatial DBMS	96.02	-3.49	-27.79
12.	12.	10.	SQLite	Relational	95.88	-0.01	-21.89
13.	13.	14.	MariaDB	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	82.74	-3.67	-10.86
14.	15.	16.	Apache Hive	Relational	74.70	+0.57	-1.07
15.	14.	17.	Microsoft Azure SQL Database	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	73.34	-2.62	-2.11
16.	16.	18.	Splunk	Search engine	72.42	-0.66	+1.03
17.	17.	13.	Microsoft Access	Relational	62.30	-2.61	-33.60
18.	18.	15.	Amazon DynamoDB	Multi-model Document store Key-value store	60.40	-2.27	-18.90
19.	19.	19.	Google BigQuery	Relational	50.56	-1.79	-12.31
20.	20.	20.	Neo4j	Graph	47.59	+0.71	-0.32
21.	22.	23.	Apache Solr	Search engine, Multi-model Search engine Spatial DBMS	32.52	-0.65	-0.28
22.	21.	24.	SAP HANA	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	32.43	-0.80	+0.42
23.	23.	22.	Teradata	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Time Series DBMS	30.94	-0.17	-2.93
24.	24.	21.	FileMaker	Relational	27.88	-0.94	-7.67
25.	25.	25.	SAP Adaptive Server	Relational, Multi-model Relational DBMS Spatial DBMS	25.02	-0.29	-3.63
26.	26.	31.	ClickHouse	Relational, Multi-model Relational DBMS Document Stores Spatial DBMS Time Series DBMS Vector DBMS	23.49	+0.61	+4.72
27.	27.	26.	Microsoft Azure Cosmos DB	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	22.09	-0.34	-0.85
28.	28.	29.	Apache Spark (SQL)	Relational	21.93	-0.04	+0.31
29.	29.	30.	PostGIS	Spatial, Multi-model Spatial DBMS Relational DBMS	21.15	-0.36	+2.21
30.	31.	28.	InfluxDB	Time Series, Multi-model Time Series DBMS Spatial DBMS	20.86	+0.37	-0.92
31.	30.	32.	OpenSearch	Multi-model Search engine Vector DBMS Vector DBMS	20.42	-0.31	+3.05
32.	32.	27.	Apache HBase	Wide column	19.76	+0.95	-2.86
33.	33.	33.	Firebird	Relational	17.56	+0.40	+0.90
34.	36.		Microsoft Fabric	Relational	17.07	+1.24
35.	34.	37.	Microsoft Azure Synapse Analytics	Relational	16.79	+0.35	+2.56
36.	35.	39.	Firebase Realtime Database	Document	15.01	-0.96	+1.58
37.	38.	36.	Amazon Redshift	Relational	14.36	+0.57	-0.34
38.	39.	35.	Informix	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS	13.55	+0.05	-1.20
39.	37.	34.	Memcached	Key-value	13.00	-0.97	-2.47
40.	40.	41.	Apache Impala	Relational, Multi-model Relational DBMS Document store	11.25	-0.68	-0.43
41.	45.	40.	Apache Flink	Relational	9.71	+0.61	-2.53
42.	43.	44.	DuckDB	Relational	9.59	-0.07	+2.14
43.	42.	43.	Google Cloud Firestore	Document	9.48	-0.29	+1.96
44.	41.	38.	Couchbase	Multi-model Document store Vector DBMS Key-value store Spatial DBMS Search engine Time Series DBMS Vector DBMS Wide column store	9.32	-1.05	-4.50
45.	44.	46.	Amazon Aurora	Relational, Multi-model Relational DBMS Document store Spatial DBMS Vector DBMS	9.18	-0.21	+1.93
46.	46.	52.	Prometheus	Time Series	9.06	-0.01	+2.29
47.	47.	42.	Vertica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	8.45	-0.02	-1.34
48.	48.	74.	Pinecone	Vector	8.33	+0.16	+4.77
49.	49.	49.	dBASE	Relational	7.83	-0.32	+0.82
50.	51.	45.	H2	Relational, Multi-model Relational DBMS Spatial DBMS	7.73	+0.15	+0.47
51.	50.	54.	Kdb	Multi-model Time Series DBMS Vector DBMS Relational DBMS	7.33	-0.27	+0.75
52.	53.	60.	Trino	Relational, Multi-model Relational DBMS Document store Key-value store Spatial DBMS Search engine Time Series DBMS Wide column store	7.04	-0.05	+1.70
53.	52.	47.	etcd	Key-value	6.92	-0.20	-0.23
54.	54.	59.	Algolia	Search engine	6.74	+0.14	+1.35
55.	55.	51.	Realm	Document	6.42	-0.18	-0.38
56.	56.	87.	Milvus	Vector	6.33	-0.07	+3.41
57.	57.	61.	Microsoft Azure AI Search	Search engine, Multi-model Search engine Vector DBMS	6.29	-0.05	+1.01
58.	58.	50.	Netezza	Relational	6.25	+0.26	-0.76
59.	60.	55.	Presto	Relational	6.06	+0.13	-0.32
60.	59.	48.	Greenplum	Relational, Multi-model Relational DBMS Document store Spatial DBMS	5.95	-0.03	-1.13
61.	61.	56.	Sphinx	Search engine	5.93	+0.12	+0.21
62.	63.	53.	CouchDB	Document, Multi-model Document store Spatial DBMS	5.84	+0.35	-0.76
63.	62.	72.	TimescaleDB	Time Series, Multi-model Time Series DBMS Relational DBMS	5.62	+0.13	+2.03
64.	65.	109.	DolphinDB	Multi-model Time Series DBMS Vector DBMS Relational DBMS	5.20	+0.30	+3.05
65.	64.	106.	Qdrant	Vector	5.16	+0.17	+2.88
66.	66.	63.	Graphite	Time Series	4.82	+0.26	+0.57
67.	67.	62.	Oracle Essbase	Relational	4.66	+0.11	-0.38
68.	69.	57.	Hazelcast	Key-value, Multi-model Key-value store Document store	4.47	-0.03	-1.12
69.	68.	69.	ScyllaDB	Wide column, Multi-model Wide column store Key-value store	4.45	-0.10	+0.74
70.	70.	115.	Weaviate	Vector	4.24	-0.18	+2.29
71.	71.	64.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine Vector DBMS	3.95	-0.07	-0.29
72.	75.	65.	Apache Jackrabbit	Content	3.83	+0.17	-0.25
73.	74.	68.	CockroachDB Detailed vendor-provided information available	Multi-model Multi-Model DBMS Relational DBMS CockroachDB supports relational, semi-structured JSON/document, vector/embedding, geospatial, and typed categorical/enumeration data, all exposed via SQL, on the same strongly consistent, globally distributed data platform.	3.70	+0.01	-0.20
74.	76.	88.	ArangoDB	Multi-model Document store Graph DBMS Key-value store Search engine	3.66	+0.01	+0.82
75.	73.	79.	QuestDB	Time Series, Multi-model Time Series DBMS Relational DBMS	3.59	-0.15	+0.33
76.	72.	83.	RocksDB	Key-value	3.50	-0.25	+0.30
77.	81.	84.	Apache Druid	Multi-model Relational DBMS Time Series DBMS	3.47	+0.01	+0.30
78.	78.	71.	Google Cloud Datastore	Document	3.46	-0.09	-0.16
79.	85.	76.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	3.46	+0.24	+0.07
80.	77.	75.	OpenEdge	Relational	3.42	-0.15	-0.07
81.	82.	77.	Interbase	Relational	3.42	+0.01	+0.07
82.	79.	158.	Alibaba Cloud PolarDB	Relational	3.40	-0.10	+2.13
83.	80.	58.	Aerospike	Multi-model Document store Graph DBMS Key-value store Spatial DBMS	3.38	-0.09	-2.07
84.	84.	73.	TiDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Vector DBMS	3.37	+0.11	-0.21
85.	90.	78.	SAP SQL Anywhere	Relational	3.27	+0.33	-0.03
86.	83.	66.	Datastax Enterprise	Wide column, Multi-model Wide column store Document store Graph DBMS Spatial DBMS Search engine Vector DBMS	3.23	-0.09	-0.77
87.	86.	86.	Microsoft Azure Data Explorer	Relational, Multi-model Relational DBMS Document store Event Store Graph DBMS Spatial DBMS Search engine Time Series DBMS	3.14	-0.02	+0.14
88.	87.	80.	Ingres	Relational	3.13	0.00	-0.13
89.	89.	85.	Apache Derby	Relational	3.11	0.00	+0.07
90.	88.	82.	Riak KV	Key-value	3.11	-0.02	-0.10
91.	94.	67.	Ehcache	Key-value	2.97	+0.14	-1.00
92.	93.	119.	Chroma	Vector	2.89	+0.03	+0.97
93.	96.	70.	SingleStore	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS Vector DBMS	2.86	+0.07	-0.83
94.	92.	81.	Apache Ignite	Multi-model Key-value store Relational DBMS	2.83	-0.04	-0.41
95.	91.	97.	Google Cloud Spanner	Relational	2.80	-0.09	+0.24
96.	97.	94.	Microsoft Azure Table Storage	Wide column	2.78	+0.02	+0.14
97.	95.	93.	Adabas	Multivalue	2.77	-0.04	+0.12
98.	101.	132.	TDengine	Time Series, Multi-model Time Series DBMS Relational DBMS	2.74	+0.16	+1.06
99.	100.	90.	HyperSQL	Relational	2.71	+0.12	-0.01
100.	98.	89.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.68	0.00	-0.11
101.	99.	100.	GemFire	Key-value, Multi-model Key-value store Document store	2.61	-0.05	+0.15
102.	103.	91.	OrientDB	Multi-model Document store Graph DBMS Key-value store	2.57	+0.03	-0.14
103.	107.	111.	Amazon Neptune	Multi-model Graph DBMS RDF store	2.55	+0.08	+0.42
104.	102.	92.	Google Cloud Bigtable	Multi-model Key-value store Wide column store	2.53	-0.05	-0.14
105.	108.	96.	GraphDB	Multi-model Graph DBMS RDF store	2.49	+0.04	-0.10
106.	105.	101.	Apache Jena - TDB	RDF	2.49	0.00	+0.05
107.	104.	99.	IBM Cloudant	Document	2.44	-0.05	-0.08
108.	106.	107.	Apache Accumulo	Wide column	2.42	-0.07	+0.20
109.	109.	153.	Valkey	Key-value	2.34	-0.07	+0.99
110.	113.	102.	OceanBase	Multi-model Relational DBMS Vector DBMS Document store Wide column store	2.33	+0.04	-0.09
111.	110.	103.	SAP IQ	Relational	2.32	-0.03	-0.03
112.	111.	95.	RavenDB	Document, Multi-model Document store Graph DBMS Spatial DBMS Time Series DBMS	2.29	-0.03	-0.30
113.	114.	105.	RethinkDB	Document, Multi-model Document store Spatial DBMS	2.23	-0.02	-0.07
114.	112.	104.	Coveo	Search engine	2.22	-0.09	-0.08
115.	115.	121.	Citus	Relational, Multi-model Relational DBMS Document store	2.22	+0.03	+0.30
116.	117.	124.	Apache Phoenix	Relational	2.08	-0.01	+0.25
117.	125.	112.	UniData,UniVerse	Multivalue	2.07	+0.13	-0.01
118.	116.	110.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.07	-0.06	-0.08
119.	118.	152.	GBase	Relational	2.04	-0.01	+0.69
120.	123.	125.	CloudKit	Document	2.03	+0.06	+0.23
121.	121.	123.	4D	Relational	1.99	-0.01	+0.11
122.	122.	108.	YugabyteDB	Relational, Multi-model Relational DBMS Document store Wide column store	1.99	-0.02	-0.21
123.	124.	129.	LMDB	Key-value	1.94	-0.02	+0.19
124.	119.	128.	NebulaGraph	Graph	1.93	-0.10	+0.17
125.	126.	116.	Percona Server for MySQL	Relational	1.91	-0.02	-0.03
126.	135.	130.	Stardog	Multi-model Graph DBMS RDF store	1.91	+0.11	+0.18
127.	129.	135.	Amazon CloudSearch	Search engine	1.89	+0.00	+0.25
128.	130.	126.	Amazon DocumentDB	Document	1.89	+0.01	+0.09
129.	127.	118.	LevelDB	Key-value	1.87	-0.04	-0.05
130.	128.	113.	PouchDB	Document	1.86	-0.03	-0.14
131.	133.	127.	JanusGraph	Graph	1.86	+0.02	+0.09
132.	137.	149.	TigerGraph	Graph	1.86	+0.11	+0.44
133.	132.	120.	Infinispan	Key-value	1.85	-0.01	-0.06
134.	120.	140.	VictoriaMetrics Detailed vendor-provided information available	Time Series	1.85	-0.16	+0.30
135.	131.	117.	MaxDB	Relational	1.83	-0.05	-0.11
136.	136.	122.	Apache Drill	Multi-model Document store Relational DBMS	1.75	-0.01	-0.14
137.	134.	98.	Memgraph	Graph	1.69	-0.15	-0.85
138.	141.	134.	Oracle Coherence	Key-value	1.67	+0.01	+0.00
139.	140.	143.	Apache IoTDB	Time Series	1.64	-0.04	+0.19
140.	153.	200.	Rockset	Document, Multi-model Document store Relational DBMS Search engine	1.62	+0.13	+0.74
141.	139.	137.	EDB Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.62	-0.07	-0.01
142.	138.	188.	StarRocks	Relational	1.61	-0.09	+0.67
143.	143.	146.	SpatiaLite	Spatial, Multi-model Spatial DBMS Relational DBMS	1.59	0.00	+0.16
144.	142.	131.	Oracle Berkeley DB	Multi-model Key-value store Native XML DBMS	1.59	-0.02	-0.12
145.	144.	136.	Amazon SimpleDB	Key-value	1.57	0.00	-0.06
146.	147.	142.	Datomic	Relational	1.56	+0.00	+0.06
147.	151.	144.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.56	+0.04	+0.11
148.	146.	141.	EXASOL	Relational	1.55	0.00	+0.04
149.	150.	139.	MonetDB	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.54	+0.01	-0.04
150.	145.	138.	RRDtool	Time Series	1.54	-0.03	-0.04
151.	148.	133.	IMS	Navigational	1.53	-0.01	-0.14
152.	152.	114.	GridDB Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Key-value store Relational DBMS	1.52	+0.00	-0.48
153.	149.	180.	PlanetScale	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.51	-0.01	+0.47
154.	158.	168.	Meilisearch	Multi-model Search engine Vector DBMS	1.50	+0.07	+0.36
155.	157.	185.	Vitess	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.48	+0.04	+0.49
156.	154.	176.	SurrealDB	Multi-model Document store Graph DBMS	1.46	-0.03	+0.38
157.	155.	145.	OpenTSDB	Time Series	1.45	-0.01	+0.01
158.	156.	147.	BaseX	Native XML	1.44	-0.02	+0.01
159.	159.	154.	GridGain	Multi-model Columnar Key-value store Object oriented DBMS Relational DBMS	1.41	+0.02	+0.09
160.	160.	156.	jBASE	Multivalue	1.39	+0.02	+0.08
161.	163.	155.	D3	Multivalue	1.33	+0.05	+0.01
162.	161.	157.	Geode	Key-value	1.31	-0.02	0.00
163.	162.	148.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.29	-0.01	-0.14
164.	168.	162.	Amazon Timestream	Time Series	1.28	+0.05	+0.06
165.	164.	160.	Dgraph	Graph	1.27	0.00	+0.03
166.	177.	172.	TDSQL for MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.26	+0.13	+0.14
167.	165.	161.	Actian NoSQL Database	Object oriented	1.25	-0.01	+0.01
168.	169.	159.	Empress	Relational	1.24	+0.01	-0.02
169.	166.	164.	VoltDB	Relational	1.24	-0.01	+0.02
170.	170.	173.	Mnesia	Document	1.22	-0.01	+0.10
171.	167.	167.	HEAVY.AI	Relational, Multi-model Relational DBMS Spatial DBMS	1.21	-0.02	+0.06
172.	171.	151.	HFSQL	Relational	1.20	-0.02	-0.16
173.	172.	175.	ObjectBox	Multi-model Object oriented DBMS Vector DBMS Time Series DBMS	1.18	-0.01	+0.07
174.	174.	183.	Apache Kylin	Relational	1.17	+0.01	+0.14
175.	173.	165.	Db4o	Object oriented	1.17	-0.01	-0.01
176.	182.	150.	Tibero	Relational	1.16	+0.07	-0.26
177.	178.	192.	Typesense	Search engine	1.15	+0.02	+0.23
178.	175.	163.	IBM Db2 warehouse	Relational	1.15	0.00	-0.07
179.	183.	187.	openGauss	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.14	+0.05	+0.17
180.	176.	177.	LiteDB	Document	1.13	-0.01	+0.06
181.	179.	166.	ObjectStore	Object oriented	1.12	-0.01	-0.06
182.	181.	170.	TimesTen	Relational	1.10	+0.01	-0.03
183.	184.	186.	Amazon Keyspaces	Wide column	1.10	+0.02	+0.11
184.	180.	178.	SQLBase	Relational	1.09	-0.03	+0.03
185.	185.	171.	Datameer	Document	1.06	-0.01	-0.06
186.	189.		Arc	Time Series	1.05	+0.07
187.	187.	179.	Giraph	Graph	1.04	-0.01	-0.02
188.	188.	190.	NonStop SQL	Relational	1.02	+0.02	+0.09
189.	186.	181.	KurrentDB (aka EventStoreDB)	Event, Multi-model Event Store Document store Time Series DBMS	1.01	-0.04	-0.04
190.	190.	212.	Xapian	Search engine	0.96	-0.02	+0.21
191.	191.	182.	Alibaba Cloud MaxCompute	Relational	0.94	-0.02	-0.08
192.	197.	232.	Dolt	Relational, Multi-model Relational DBMS Document store	0.92	+0.02	+0.33
193.	198.	197.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	0.92	+0.02	+0.03
194.	192.	195.	GT.M	Key-value	0.92	-0.02	+0.02
195.	196.	191.	Oracle Rdb	Relational	0.90	-0.03	-0.03
196.	195.	203.	NCache	Key-value, Multi-model Key-value store Document store Search engine	0.90	-0.04	+0.05
197.	199.	193.	Apache HAWQ	Relational	0.89	+0.01	-0.02
198.	193.	199.	Vespa	Multi-model Search engine Vector DBMS	0.88	-0.06	-0.01
199.	201.	196.	DataEase	Relational	0.88	+0.00	-0.01
200.	202.	184.	Cubrid	Relational	0.87	+0.01	-0.13
201.	194.	174.	mSQL	Relational	0.87	-0.07	-0.25
202.	203.	201.	M3DB	Time Series	0.86	+0.01	+0.01
203.	207.	227.	Sedna	Native XML	0.85	+0.08	+0.22
204.	200.	169.	GigaSpaces	Multi-model Document store Object oriented DBMS Graph DBMS Search engine	0.84	-0.04	-0.30
205.	204.	205.	Alibaba Cloud AnalyticDB for MySQL	Relational, Multi-model Relational DBMS Document store	0.78	+0.00	-0.05
207.	209.	220.	GeoMesa	Spatial	0.77	+0.01	+0.06
208.	210.	189.	IDMS	Navigational	0.77	+0.01	-0.17
209.	205.	204.	Altibase	Relational	0.76	-0.02	-0.09
210.	206.	198.	HPE Ezmeral Data Fabric	Multi-model Document store Wide column store	0.75	-0.02	-0.14
211.	208.	208.	NuoDB	Relational	0.75	-0.02	-0.04
212.	218.	214.	RisingWave	Relational	0.73	+0.03	-0.02
213.	212.	216.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.73	-0.01	+0.00
214.	213.	210.	ZODB	Key-value	0.72	-0.02	-0.04
215.	214.	207.	Infobright	Relational	0.72	-0.02	-0.07
216.	211.	209.	Yellowbrick	Relational	0.71	-0.03	-0.06
217.	215.	213.	Blazegraph	Multi-model Graph DBMS RDF store	0.70	-0.02	-0.05
218.	217.	221.	KeyDB	Key-value	0.70	0.00	-0.01
219.	225.	206.	Firebolt	Relational	0.70	+0.06	-0.14
220.	219.	215.	BigchainDB	Document	0.70	-0.01	-0.03
221.	222.	218.	Model 204	Multivalue	0.69	-0.01	-0.03
222.	220.	202.	MatrixOne	Relational	0.68	-0.02	-0.17
223.	221.	219.	SciDB	Multivalue	0.67	-0.03	-0.05
224.	224.	217.	Actian Vector	Relational	0.64	0.00	-0.08
225.	216.	260.	Apache Sedona	Spatial	0.64	-0.06	+0.23
226.	223.	222.	eXist-db	Native XML	0.64	-0.02	-0.05
227.	226.	223.	RDF4J	RDF	0.63	-0.01	-0.05
228.	227.	224.	Datacom/DB	Relational	0.63	-0.01	-0.04
229.	229.	233.	TypeDB	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.62	0.00	+0.02
230.	228.	211.	Alibaba Cloud AnalyticDB for PostgreSQL	Relational	0.62	-0.01	-0.14
231.	238.	226.	SQream DB	Relational	0.59	+0.02	-0.06
232.	232.	248.	Apache Pinot	Relational	0.59	-0.02	+0.09
233.	231.	229.	Objectivity/DB	Object oriented	0.59	-0.02	-0.03
234.	233.	225.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.59	-0.01	-0.08
235.	234.	239.	Graph Engine	Multi-model Graph DBMS Key-value store	0.58	+0.00	+0.01
236.	237.	238.	R:BASE	Relational	0.57	0.00	-0.01
237.	239.	244.	Dragonfly	Key-value	0.56	-0.01	+0.03
238.	241.	234.	solidDB	Relational	0.55	0.00	-0.04
239.	235.	230.	BoltDB	Key-value	0.55	-0.03	-0.06
240.	236.	235.	DBISAM	Relational	0.55	-0.03	-0.04
241.	247.	247.	Kinetica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	0.54	+0.03	+0.04
242.	240.	236.	1010data	Relational	0.54	-0.02	-0.04
243.	243.	243.	Splice Machine	Relational	0.54	+0.00	0.00
244.	242.	251.	Percona Server for MongoDB	Document	0.53	-0.01	+0.05
245.	244.	241.	KairosDB	Time Series	0.53	-0.01	-0.04
246.	245.	231.	ObjectDB	Object oriented	0.52	-0.01	-0.08
247.	246.	237.	FrontBase	Relational	0.51	-0.01	-0.07
248.	252.	278.	Perst	Object oriented	0.50	+0.02	+0.21
249.	248.	253.	ITTIA	Time Series, Multi-model Time Series DBMS Relational DBMS	0.49	0.00	+0.03
250.	251.	252.	NexusDB	Relational	0.48	-0.01	+0.01
251.	254.	259.	Kingbase	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.46	+0.01	+0.05
252.	249.	194.	eXtremeDB	Time Series, Multi-model Time Series DBMS Relational DBMS	0.45	-0.04	-0.45
253.	250.	249.	Alibaba Cloud Log Service	Search engine	0.45	-0.04	-0.04
254.	253.	245.	atoti	Object oriented	0.45	-0.02	-0.06
255.	255.	255.	MapDB	Key-value	0.44	0.00	-0.01
256.	257.	258.	Scalaris	Key-value	0.43	+0.00	+0.00
257.	259.	250.	WebSphere eXtreme Scale	Key-value	0.42	+0.00	-0.07
258.	260.	228.	YDB	Multi-model Document store Relational DBMS	0.42	+0.00	-0.21
259.	262.	273.	Kyligence Enterprise	Relational	0.41	+0.01	+0.09
260.	256.	261.	ScaleArc	Relational	0.41	-0.03	0.00
261.	261.	257.	VistaDB	Relational	0.39	-0.01	-0.04
262.	263.	256.	GemStone/S	Object oriented	0.39	0.00	-0.05
263.	268.	262.	Deep Lake	Vector	0.39	+0.03	-0.02
264.	264.	264.	OpenInsight	Multivalue	0.39	+0.00	0.00
265.	258.	274.	Cloudflare Workers KV	Key-value	0.38	-0.04	+0.07
266.	266.	246.	Apache Doris	Relational	0.38	+0.01	-0.13
267.	265.	279.	Elassandra	Wide column, Multi-model Wide column store Search engine	0.38	0.00	+0.09
268.	274.	268.	AlaSQL	Multi-model Document store Relational DBMS	0.37	+0.02	+0.00
269.	271.	288.	RaptorDB	Document	0.37	+0.01	+0.10
270.	269.	240.	Harper	Document	0.36	+0.01	-0.20
271.	280.	275.	Northgate Reality	Multivalue	0.36	+0.03	+0.04
272.	270.	269.	LokiJS	Document	0.36	0.00	-0.01
273.	267.	242.	SQL.JS	Relational	0.35	-0.01	-0.20
274.	279.	298.	Alibaba Cloud TSDB	Time Series	0.35	+0.02	+0.10
275.	272.	271.	Comdb2	Relational	0.35	+0.00	+0.01
276.	275.	266.	Marqo	Search engine	0.34	0.00	-0.03
277.	273.	267.	Hibari	Key-value	0.34	-0.01	-0.03
278.	277.	291.	CnosDB	Time Series	0.33	0.00	+0.07
279.	278.	263.	Rasdaman	Multivalue	0.33	+0.00	-0.06
280.	285.	310.	Actian PSQL	Relational	0.31	+0.01	+0.11
281.	283.	265.	SearchBlox	Search engine	0.31	0.00	-0.07
282.	282.	272.	Sequoiadb	Multi-model Document store Relational DBMS	0.31	-0.01	-0.02
283.	281.	287.	InfiniteGraph	Graph	0.29	-0.02	+0.02
284.	286.	309.	Mimer SQL	Relational	0.29	+0.00	+0.08
285.	276.	254.	Fluree	Graph	0.29	-0.05	-0.16
286.	288.	280.	Starcounter	Object oriented	0.28	+0.00	+0.00
287.	289.	270.	Postgres-XL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.27	0.00	-0.06
288.	290.	276.	Strabon	RDF	0.27	0.00	-0.03
289.	284.	290.	Databend	Relational	0.27	-0.04	0.00
290.	299.	292.	OpenQM	Multivalue	0.27	+0.03	+0.00
291.	296.	282.	Project Voldemort	Key-value	0.26	+0.01	-0.02
292.	292.	315.	FalkorDB	Graph	0.25	-0.01	+0.06
293.	293.	277.	ModeShape	Content	0.25	0.00	-0.04
294.	295.	297.	Brytlyt	Relational	0.25	+0.00	0.00
295.	297.	285.	Vald	Vector	0.24	+0.00	-0.03
296.	298.	296.	LeanXcale	Multi-model Key-value store Relational DBMS	0.24	0.00	-0.02
297.	301.	303.	RedStore	RDF	0.23	+0.00	+0.01
298.	291.	299.	RDFox	Multi-model Graph DBMS RDF store Relational DBMS	0.23	-0.04	-0.01
299.	302.	283.	Manticore Search	Search engine, Multi-model Search engine Time Series DBMS	0.23	0.00	-0.05
300.	300.	284.	FeatureBase	Relational	0.23	-0.01	-0.05
301.	287.	341.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Search engine Time Series DBMS Vector DBMS	0.23	-0.06	+0.11
302.	303.	336.	PieCloudDB	Relational	0.23	0.00	+0.09
303.	305.	314.	XTDB	Document	0.22	+0.00	+0.02
304.	307.	307.	Actian FastObjects	Object oriented	0.22	+0.00	+0.00
305.	316.	294.	Immudb	Key-value, Multi-model Key-value store Relational DBMS	0.21	+0.02	-0.04
306.	309.	306.	YTsaurus	Multi-model Document store Key-value store	0.21	0.00	-0.01
307.	310.	316.	PipelineDB	Relational	0.21	0.00	+0.02
308.	294.	295.	Fujitsu Enterprise Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.21	-0.04	-0.04
309.	313.	351.	Tokyo Tyrant	Key-value	0.21	+0.01	+0.15
310.	314.	344.	Kyoto Tycoon	Key-value	0.21	+0.01	+0.12
311.	311.	308.	AnzoGraph DB	Multi-model Graph DBMS RDF store	0.21	+0.00	0.00
312.	304.	302.	Valentina Server	Relational	0.20	-0.02	-0.02
313.	308.	286.	4store	RDF	0.20	-0.01	-0.07
314.	315.	324.	NEventStore	Event	0.19	0.00	+0.04
315.	306.	289.	Raima Database Manager	Multi-model Relational DBMS Time Series DBMS	0.19	-0.03	-0.08
316.	312.	304.	Faircom DB	Multi-model Key-value store Relational DBMS	0.19	-0.01	-0.03
317.	322.	328.	Mulgara	RDF	0.18	+0.01	+0.04
318.	317.	311.	YottaDB	Key-value, Multi-model Key-value store Relational DBMS	0.18	+0.00	-0.02
319.	319.	305.	Axibase	Time Series	0.18	+0.00	-0.04
320.	318.	293.	MyScale	Multi-model Relational DBMS Vector DBMS	0.18	0.00	-0.09
321.	320.	319.	TransLattice	Relational	0.18	+0.00	+0.00
322.	321.	331.	Warp 10	Time Series	0.17	+0.00	+0.03
323.			Forge (IRONdb)	Time Series	0.17
324.	323.	323.	Tibco ComputeDB	Relational	0.16	-0.01	-0.01
325.	326.	333.	BigObject	Relational	0.15	+0.00	+0.01
326.	324.	301.	Redland	RDF	0.15	-0.01	-0.08
327.	325.	318.	Apache HugeGraph	Graph	0.15	-0.01	-0.03
328.	327.	329.	XtremeData	Relational	0.15	+0.00	+0.00
329.	329.	332.	EsgynDB	Relational	0.14	+0.00	0.00
330.	332.	325.	GreptimeDB	Multi-model Time Series, Observability Time Series DBMS	0.14	+0.00	-0.01
331.	331.	333.	ElevateDB	Relational	0.14	+0.00	0.00
332.	328.	312.	IBM Db2 Event Store	Multi-model Event Store Time Series DBMS	0.14	-0.01	-0.06
333.	330.	281.	Tajo	Relational	0.14	0.00	-0.14
334.	335.	330.	HyperGraphDB	Graph	0.13	+0.01	-0.01
335.	342.	385.	OrigoDB	Multi-model Document store Object oriented DBMS	0.12	+0.01	+0.12
336.	333.	326.	Ultipa	Graph	0.12	-0.01	-0.03
337.	337.	317.	Riak TS	Time Series	0.12	0.00	-0.06
338.	338.	320.	Quasardb	Time Series	0.12	+0.00	-0.05
339.	340.	300.	chDB	Relational, Multi-model Relational DBMS Time Series DBMS	0.12	+0.00	-0.11
340.	336.	335.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.12	-0.01	-0.02
341.	349.	338.	Lovefield	Relational	0.11	+0.02	-0.01
342.	341.	337.	FlockDB	Graph	0.11	0.00	-0.02
343.	344.	385.	Linter	Relational, Multi-model Relational DBMS Spatial DBMS	0.11	+0.00	+0.11
344.	346.	370.	Kuzu	Graph	0.11	+0.01	+0.09
345.	334.	327.	TerminusDB	Graph, Multi-model Graph DBMS Document store RDF store	0.10	-0.03	-0.05
346.	339.	345.	Sparksee	Graph	0.10	-0.02	+0.01
347.	347.	342.	GraphBase	Graph	0.10	+0.01	-0.01
348.	352.	339.	EJDB	Document	0.10	+0.02	-0.02
349.	343.	313.	Badger	Key-value	0.08	-0.02	-0.11
350.	348.	321.	Speedb	Key-value	0.08	-0.01	-0.09
351.	351.	348.	Exorbyte	Search engine	0.08	+0.00	+0.01
352.	353.	346.	SiteWhere	Time Series	0.07	+0.00	+0.00
353.	345.	340.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.07	-0.03	-0.04
354.	354.	350.	ScaleOut StateServer	Key-value	0.07	+0.00	+0.01
355.	356.	349.	CubicWeb	RDF	0.07	+0.00	+0.00
356.	385.	385.	NSDb	Time Series	0.07	+0.07	+0.07
357.	355.		VictoriaLogs Detailed vendor-provided information available	Search engine	0.06	-0.01
358.	357.	353.	Blueflood	Time Series	0.06	+0.00	+0.00
358.	357.	353.	Elliptics	Key-value	0.06	+0.00	+0.00
360.	350.	322.	Alibaba Cloud Table Store	Wide column	0.05	-0.02	-0.11
361.	359.	357.	SenseiDB	Document	0.05	+0.00	+0.00
362.	360.	364.	Faircom EDGE	Multi-model Key-value store Relational DBMS	0.04	-0.01	+0.01
363.	361.	385.	Indica	Search engine	0.04	+0.00	+0.04
364.	362.	343.	Machbase Neo	Time Series	0.04	+0.00	-0.06
364.	362.	359.	NosDB	Document	0.04	+0.00	+0.00
364.	362.	365.	STSdb	Key-value	0.04	+0.00	+0.01
367.	365.	363.	WakandaDB	Object oriented	0.03	+0.00	+0.00
368.	367.	362.	Sadas Engine	Relational	0.03	+0.00	0.00
369.	366.	347.	Jade	Object oriented	0.03	0.00	-0.04
370.	368.	365.	JethroData	Relational	0.03	+0.00	+0.00
371.	369.	367.	Heroic	Time Series	0.02	+0.00	0.00
372.	370.	375.	Hawkular Metrics	Time Series	0.02	+0.00	+0.01
373.	371.	358.	OpenMLDB	Time Series, Multi-model Time Series DBMS Relational DBMS	0.02	+0.00	-0.03
374.	372.	368.	Dydra	RDF	0.02	+0.00	+0.00
375.	373.	369.	SmallSQL	Relational	0.02	+0.00	0.00
376.	375.	372.	SparkleDB	RDF	0.02	0.00	0.00
377.	374.	356.	TinkerGraph	Graph	0.02	0.00	-0.04
378.	376.	376.	gStore	Multi-model Graph DBMS RDF store	0.01	+0.00	+0.00
379.	377.	373.	Acebase	Document	0.01	+0.00	0.00
380.	378.	374.	Resin Cache	Key-value	0.01	+0.00	0.00
381.	379.	377.	SWC-DB	Wide column, Multi-model Wide column store Time Series DBMS	0.01	+0.00	0.00
382.	380.	379.	Eloquera	Object oriented	0.01	+0.00	+0.00
383.	385.	378.	Transbase	Relational	0.00	+0.00	-0.01
384.	381.	380.	OushuDB	Relational	0.00	+0.00	+0.00
385.	382.	382.	Siaqodb	Object oriented	0.00	+0.00	+0.00
386.	383.	383.	LedisDB	Key-value	0.00	+0.00	+0.00
387.	384.	384.	SwayDB	Key-value	0.00	+0.00	+0.00
388.	385.	385.	ActorDB	Relational	0.00	±0.00	±0.00
388.	385.	361.	AntDB	Relational	0.00	±0.00	-0.03
388.	385.	385.	BergDB	Key-value	0.00	±0.00	±0.00
388.	385.	385.	BrightstarDB	RDF	0.00	±0.00	±0.00
388.	385.	385.	Cachelot.io	Key-value	0.00	±0.00	±0.00
388.	385.	385.	CortexDB	Multi-model Document store Key-value store	0.00	±0.00	±0.00
388.	385.	385.	CovenantSQL	Relational	0.00	±0.00	±0.00
388.	385.	385.	DaggerDB	Relational	0.00	±0.00	±0.00
388.	385.	385.	DataFS	Object oriented, Multi-model Object oriented DBMS Graph DBMS	0.00	±0.00	±0.00
388.	385.		Diana DB	NoSQL	0.00	±0.00
388.			Easysearch	Vector	0.00
388.	385.	385.	Edge Intelligence	Relational	0.00	±0.00	±0.00
388.	385.	385.	EdgelessDB	Relational	0.00	±0.00	±0.00
388.	385.	385.	Galaxybase	Graph	0.00	±0.00	±0.00
388.	385.	385.	H2GIS	Spatial, Multi-model Spatial DBMS Relational DBMS	0.00	±0.00	±0.00
388.	385.	385.	Helium	Key-value	0.00	±0.00	±0.00
388.	385.	385.	HGraphDB	Graph	0.00	±0.00	±0.00
388.	385.	385.	HyperLevelDB	Key-value	0.00	±0.00	±0.00
388.	385.	385.	iBoxDB	Document	0.00	±0.00	±0.00
388.	385.	385.	InfinityDB	Key-value	0.00	±0.00	±0.00
388.	385.	360.	JaguarDB	Multi-model Key-value store Vector DBMS	0.00	±0.00	-0.04
388.	385.	385.	JasDB	Document	0.00	±0.00	±0.00
388.	385.	385.	K-DB	Relational	0.00	±0.00	±0.00
388.	385.	385.	Newts	Time Series	0.00	±0.00	±0.00
388.	385.	371.	openGemini	Time Series	0.00	±0.00	-0.02
388.	385.	385.	OpenTenBase	Relational	0.00	±0.00	±0.00
388.	385.		RayforceDB	Columnar	0.00	±0.00
388.	385.	355.	ReductStore	Time Series	0.00	±0.00	-0.06
388.	385.	385.	Rizhiyi	Search engine, Multi-model Search engine Time Series DBMS	0.00	±0.00	±0.00
388.	385.	385.	searchxml	Multi-model Native XML DBMS Search engine	0.00	±0.00	±0.00
388.	385.	385.	SiriDB	Time Series	0.00	±0.00	±0.00
388.	385.	385.	Skytable	Key-value	0.00	±0.00	±0.00
388.	385.	385.	SpaceTime	Spatial, Multi-model Spatial DBMS Relational DBMS	0.00	±0.00	±0.00
388.	385.		SpacetimeDB	Relational	0.00	±0.00
388.	385.	385.	SvectorDB	Vector	0.00	±0.00	±0.00
388.	385.	385.	TerarkDB	Key-value	0.00	±0.00	±0.00
388.			TidesDB	Key-value	0.00
388.	385.	352.	Tigris	Multi-model Document store Key-value store Search engine Time Series DBMS	0.00	±0.00	-0.06
388.	385.	385.	Tkrzw	Key-value	0.00	±0.00	±0.00
388.	385.	385.	TomP2P	Key-value	0.00	±0.00	±0.00
388.	385.	385.	Transwarp ArgoDB	Relational, Multi-model Relational DBMS Search engine	0.00	±0.00	±0.00
388.	385.	385.	Transwarp Hippo	Vector	0.00	±0.00	±0.00
388.	385.	385.	Transwarp KunDB	Relational	0.00	±0.00	±0.00
388.	385.	385.	Transwarp StellarDB	Graph	0.00	±0.00	±0.00
388.	385.	385.	Upscaledb	Key-value	0.00	±0.00	±0.00
388.	385.	381.	VelocityDB	Multi-model Graph DBMS Object oriented DBMS	0.00	±0.00	0.00
388.	385.		VillageSQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.00	±0.00
388.	385.	385.	WhiteDB	Document	0.00	±0.00	±0.00

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