Ranking > Complete Ranking

DB-Engines Ranking

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

Read more about the method of calculating the scores.

423 systems in ranking, August 2024
Rank			DBMS	Database Model	Score
Aug 2024	Jul 2024	Aug 2023	DBMS	Database Model	Aug 2024	Jul 2024	Aug 2023
1.	1.	1.	Oracle Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1258.48	+18.12	+16.39
2.	2.	2.	MySQL Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1026.86	-12.60	-103.59
3.	3.	3.	Microsoft SQL Server Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	815.18	+7.52	-105.64
4.	4.	4.	PostgreSQL Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	637.39	-1.52	+17.01
5.	5.	5.	MongoDB Detailed vendor-provided information available	Document, Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS	420.98	-8.85	-13.51
6.	6.	6.	Redis Detailed vendor-provided information available	Key-value, Multi-model Key-value store Document store Graph DBMS Spatial DBMS Search engine Time Series DBMS Vector DBMS	152.71	-4.06	-10.26
7.	7.	11.	Snowflake Detailed vendor-provided information available	Relational	135.97	-0.56	+15.34
8.	8.	7.	Elasticsearch	Search engine, Multi-model Search engine Document store Spatial DBMS Vector DBMS	129.83	-0.99	-10.09
9.	9.	8.	IBM Db2	Relational, Multi-model Relational DBMS Document store RDF store Spatial DBMS	123.00	-1.40	-16.23
10.	10.	10.	SQLite Detailed vendor-provided information available	Relational	104.79	-5.16	-25.13
11.	12.	12.	Apache Cassandra Detailed vendor-provided information available	Wide column, Multi-model Wide column store Vector DBMS	97.00	-2.12	-10.38
12.	11.	9.	Microsoft Access	Relational	96.37	-4.26	-33.97
13.	13.	14.	Splunk	Search engine	96.10	+3.18	+7.12
14.	14.	13.	MariaDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	86.53	-4.05	-12.12
15.	15.	18.	Databricks Detailed vendor-provided information available	Multi-model Document store Relational DBMS	84.46	+1.17	+13.12
16.	16.	16.	Microsoft Azure SQL Database	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	75.03	-1.72	-4.48
17.	17.	15.	Amazon DynamoDB Detailed vendor-provided information available	Multi-model Document store Key-value store	68.91	-2.04	-14.64
18.	18.	20.	Google BigQuery Detailed vendor-provided information available	Relational	55.53	-2.29	+1.63
19.	19.	17.	Apache Hive	Relational	55.24	-2.05	-18.11
20.	20.	21.	FileMaker	Relational	46.67	-1.92	-7.18
21.	21.	22.	Neo4j Detailed vendor-provided information available	Graph	43.90	-1.86	-7.53
22.	23.	23.	SAP HANA Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	42.36	-1.76	-8.30
23.	22.	19.	Teradata	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Time Series DBMS	42.25	-2.27	-19.06
24.	24.	24.	Apache Solr	Search engine, Multi-model Search engine Spatial DBMS	36.30	-2.58	-11.51
25.	25.	25.	SAP Adaptive Server	Relational, Multi-model Relational DBMS Spatial DBMS	33.28	-1.47	-10.41
26.	26.	26.	Apache HBase	Wide column	27.51	-0.22	-8.97
27.	27.	27.	Microsoft Azure Cosmos DB Detailed vendor-provided information available	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	26.22	-0.90	-8.79
28.	28.	28.	InfluxDB Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Spatial DBMS	22.63	-0.97	-7.24
29.	29.	29.	PostGIS	Spatial, Multi-model Spatial DBMS Relational DBMS	20.06	-0.90	-8.84
30.	30.	31.	Firebird	Relational	19.97	-0.44	-6.02
31.	31.	30.	Microsoft Azure Synapse Analytics	Relational	19.38	-0.46	-7.60
32.	32.	33.	Memcached	Key-value	16.99	-0.75	-5.95
33.	33.	37.	Apache Spark (SQL)	Relational	16.73	-0.97	-2.29
34.	34.	34.	Informix	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS	16.72	-0.84	-5.90
35.	35.	46.	OpenSearch Detailed vendor-provided information available	Search engine, Multi-model Search engine Vector DBMS	16.47	-0.17	+4.03
36.	36.	32.	Couchbase Detailed vendor-provided information available	Document, Multi-model Document store Key-value store Spatial DBMS Search engine Time Series DBMS Vector DBMS	16.20	-0.21	-8.48
37.	38.	35.	Amazon Redshift Detailed vendor-provided information available	Relational	15.17	+0.10	-5.34
38.	37.	39.	ClickHouse Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Time Series DBMS	15.14	-0.03	-0.14
39.	39.	38.	Firebase Realtime Database	Document	14.14	+0.27	-3.38
40.	40.	36.	Apache Impala	Relational, Multi-model Relational DBMS Document store	11.59	-0.98	-8.64
41.	42.	41.	Vertica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	9.63	-0.33	-5.40
42.	41.	45.	Apache Flink	Relational	9.37	-0.86	-3.50
43.	43.	43.	dBASE	Relational	9.21	-0.30	-5.63
44.	45.	47.	Greenplum	Relational, Multi-model Relational DBMS Document store Spatial DBMS	8.09	-0.14	-2.43
45.	49.	54.	Kdb Detailed vendor-provided information available	Multi-model Time Series DBMS Vector DBMS Relational DBMS	7.97	+0.39	-0.46
46.	48.	44.	CouchDB	Document, Multi-model Document store Spatial DBMS	7.82	-0.01	-6.06
47.	47.	50.	H2	Relational, Multi-model Relational DBMS Spatial DBMS	7.80	-0.21	-1.17
48.	46.	40.	Netezza	Relational	7.76	-0.40	-7.46
49.	52.	49.	Amazon Aurora	Relational, Multi-model Relational DBMS Document store	7.52	+0.20	-1.83
50.	44.	42.	Presto	Relational	7.51	-0.99	-7.37
51.	50.	56.	Realm	Document	7.28	-0.05	-0.65
52.	51.	57.	Prometheus	Time Series	7.17	-0.17	-0.68
53.	53.	52.	etcd	Key-value	7.09	+0.10	-1.59
54.	54.	48.	Google Cloud Firestore	Document	6.51	-0.24	-3.81
55.	56.	70.	Sphinx	Search engine	5.97	+0.01	-0.10
56.	55.	51.	Oracle Essbase	Relational	5.94	-0.04	-2.90
57.	58.	58.	Algolia	Search engine	5.77	+0.20	-1.45
58.	57.	69.	Microsoft Azure AI Search	Search engine, Multi-model Search engine Vector DBMS	5.73	+0.05	-0.38
59.	60.	55.	Hazelcast	Key-value, Multi-model Key-value store Document store	5.46	+0.14	-2.47
60.	59.	68.	Trino	Relational, Multi-model Relational DBMS Document store Key-value store Spatial DBMS Search engine Time Series DBMS Wide column store	5.37	-0.07	-0.80
61.	64.	74.	Graphite	Time Series	5.35	+0.30	-0.25
62.	65.	108.	DuckDB	Relational	5.26	+0.47	+2.01
63.	62.	65.	Apache Jackrabbit	Content	5.01	-0.14	-1.48
64.	63.	60.	Datastax Enterprise Detailed vendor-provided information available	Wide column, Multi-model Wide column store Document store Graph DBMS Spatial DBMS Search engine Vector DBMS	4.96	-0.14	-2.08
65.	61.	62.	Aerospike Detailed vendor-provided information available	Multi-model Document store Graph DBMS Key-value store Spatial DBMS Vector DBMS	4.88	-0.27	-1.83
66.	69.	64.	Ehcache	Key-value	4.54	+0.29	-2.05
67.	66.	61.	CockroachDB	Relational	4.48	+0.04	-2.30
68.	67.	53.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine	4.41	-0.02	-4.03
69.	68.	63.	Apache Derby	Relational	4.34	-0.09	-2.32
70.	74.	81.	TimescaleDB	Time Series, Multi-model Time Series DBMS Relational DBMS	4.07	+0.17	-1.05
71.	71.	82.	Google Cloud Datastore	Document	4.01	-0.06	-1.10
72.	73.	79.	Riak KV	Key-value	3.92	-0.03	-1.29
73.	72.	85.	Virtuoso Detailed vendor-provided information available	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	3.85	-0.12	-0.94
74.	75.	66.	ScyllaDB Detailed vendor-provided information available	Wide column, Multi-model Wide column store Key-value store	3.80	-0.03	-2.64
75.	76.	67.	Interbase	Relational	3.79	-0.04	-2.44
76.	70.	71.	SingleStore	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS Vector DBMS	3.74	-0.38	-2.30
77.	80.	91.	OpenEdge	Relational	3.72	+0.13	-0.51
78.	77.	76.	Ingres	Relational	3.71	-0.09	-1.81
79.	82.	103.	TiDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store	3.59	+0.13	+0.14
80.	84.	73.	Microsoft Azure Table Storage	Wide column	3.43	+0.01	-2.33
81.	81.	59.	Microsoft Azure Data Explorer	Relational, Multi-model Relational DBMS Document store Event Store Spatial DBMS Search engine Time Series DBMS	3.42	-0.15	-3.64
82.	79.	72.	SAP SQL Anywhere	Relational	3.41	-0.18	-2.38
83.	85.	90.	ArangoDB Detailed vendor-provided information available	Multi-model Document store Graph DBMS Key-value store Search engine	3.40	-0.02	-0.97
84.	89.	187.	Milvus Detailed vendor-provided information available	Vector	3.38	+0.26	+1.96
85.	83.	77.	Apache Accumulo	Wide column	3.32	-0.14	-2.14
86.	86.	78.	HyperSQL	Relational	3.21	-0.07	-2.03
87.	88.	130.	Pinecone	Vector	3.14	+0.01	+0.53
88.	87.	107.	InterSystems IRIS Detailed vendor-provided information available	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	3.09	-0.15	-0.17
89.	90.	87.	OrientDB	Multi-model Document store Graph DBMS Key-value store	3.08	+0.01	-1.62
90.	95.	117.	Memgraph Detailed vendor-provided information available	Graph	3.02	+0.09	+0.14
91.	92.	83.	Apache Ignite	Multi-model Key-value store Relational DBMS	3.01	0.00	-1.89
92.	97.	96.	RocksDB Detailed vendor-provided information available	Key-value	3.00	+0.11	-0.85
93.	91.	75.	Apache Jena - TDB	RDF	2.99	-0.07	-2.59
94.	94.	94.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	2.97	+0.04	-0.93
95.	93.	105.	Apache Druid	Multi-model Relational DBMS Time Series DBMS	2.95	+0.02	-0.34
96.	96.	88.	Google Cloud Bigtable	Multi-model Key-value store Wide column store	2.89	-0.04	-1.80
97.	104.	132.	QuestDB Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Relational DBMS	2.87	+0.21	+0.34
98.	98.	121.	GraphDB Detailed vendor-provided information available	Multi-model Graph DBMS RDF store	2.78	-0.08	+0.09
99.	78.	102.	DolphinDB	Multi-model Time Series DBMS Vector DBMS Relational DBMS	2.77	-0.85	-0.72
100.	99.	92.	RavenDB	Document, Multi-model Document store Graph DBMS Spatial DBMS Time Series DBMS	2.75	-0.06	-1.40
101.	100.	98.	Google Cloud Spanner	Relational	2.74	-0.03	-0.98
102.	101.	89.	GemFire	Key-value, Multi-model Key-value store Document store	2.73	-0.02	-1.72
103.	103.	95.	IBM Cloudant	Document	2.73	+0.05	-1.13
104.	106.	97.	RethinkDB	Document, Multi-model Document store Spatial DBMS	2.65	+0.12	-1.18
105.	105.	84.	SAP IQ	Relational	2.58	-0.03	-2.30
106.	102.	80.	Adabas	Multivalue	2.58	-0.15	-2.57
107.	107.	122.	TDengine Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Relational DBMS	2.51	+0.06	-0.17
108.	108.	93.	Infinispan	Key-value	2.47	+0.07	-1.43
109.	110.	99.	YugabyteDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Wide column store	2.43	+0.11	-1.15
110.	109.	86.	UniData,UniVerse	Multivalue	2.25	-0.12	-2.50
111.	111.	113.	PouchDB	Document	2.25	-0.06	-0.93
112.	112.	112.	4D	Relational	2.25	-0.06	-0.94
113.	114.	111.	LevelDB	Key-value	2.22	+0.03	-0.97
114.	115.	125.	Amazon Neptune	Multi-model Graph DBMS RDF store	2.22	+0.08	-0.44
115.	116.	129.	Citus	Relational, Multi-model Relational DBMS Document store	2.19	+0.10	-0.43
116.	113.	101.	MaxDB	Relational	2.16	-0.04	-1.35
117.	118.	116.	Percona Server for MySQL	Relational	2.07	+0.03	-0.86
118.	122.	131.	Coveo	Search engine	2.05	+0.07	-0.50
119.	117.	138.	Stardog	Multi-model Graph DBMS RDF store	1.99	-0.08	-0.37
120.	121.	149.	GridDB Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Key-value store Relational DBMS	1.98	-0.01	-0.21
121.	120.	140.	NebulaGraph Detailed vendor-provided information available	Graph	1.97	-0.04	-0.37
122.	119.	127.	Oracle Coherence	Key-value	1.97	-0.06	-0.67
123.	126.	128.	Apache Phoenix	Relational	1.95	+0.03	-0.69
124.	124.	120.	Apache Drill	Multi-model Document store Relational DBMS	1.94	-0.01	-0.81
125.	123.	114.	LMDB	Key-value	1.94	-0.04	-1.06
126.	131.	145.	Amazon DocumentDB	Document	1.94	+0.06	-0.34
127.	129.	135.	Chroma	Vector	1.89	+0.01	-0.56
128.	138.	147.	OceanBase	Relational, Multi-model Relational DBMS Document store Wide column store	1.89	+0.20	-0.36
129.	128.	137.	JanusGraph	Graph	1.89	+0.00	-0.51
130.	125.	118.	CloudKit	Document	1.89	-0.03	-0.98
131.	127.	100.	Oracle Berkeley DB	Multi-model Key-value store Native XML DBMS	1.88	-0.02	-1.69
132.	132.	126.	Amazon SimpleDB	Key-value	1.88	+0.02	-0.77
133.	133.	150.	Amazon CloudSearch	Search engine	1.85	+0.06	-0.32
134.	130.	119.	EDB Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.83	-0.05	-0.93
135.	135.	139.	Empress	Relational	1.73	-0.01	-0.62
136.	137.	148.	MonetDB	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.72	+0.03	-0.52
137.	134.	104.	RRDtool	Time Series	1.72	-0.02	-1.58
138.	136.	124.	EXASOL	Relational	1.69	-0.02	-0.97
139.	143.	162.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.69	+0.10	-0.15
140.	139.	136.	BaseX	Native XML	1.62	-0.07	-0.82
141.	141.	146.	OpenTSDB	Time Series	1.60	-0.02	-0.66
142.	150.	163.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.57	+0.08	-0.22
143.	146.	133.	Datomic	Relational	1.57	-0.01	-0.95
144.	144.	134.	SpatiaLite	Spatial, Multi-model Spatial DBMS Relational DBMS	1.56	-0.03	-0.91
145.	142.	115.	Geode	Key-value	1.56	-0.06	-1.39
146.	140.	123.	IMS	Navigational	1.53	-0.12	-1.15
147.	154.	152.	Tibero	Relational	1.50	+0.08	-0.60
148.	158.	156.	Firebolt	Relational	1.48	+0.13	-0.50
149.	145.	143.	TigerGraph	Graph	1.47	-0.12	-0.84
150.	149.	157.	Actian NoSQL Database	Object oriented	1.46	-0.04	-0.49
151.	147.	110.	HEAVY.AI	Relational, Multi-model Relational DBMS Spatial DBMS	1.45	-0.07	-1.75
152.	152.	142.	GridGain	Multi-model Columnar Key-value store Object oriented DBMS Relational DBMS	1.44	+0.00	-0.87
153.	151.	151.	VoltDB	Relational	1.40	-0.04	-0.70
154.	155.	141.	jBASE	Multivalue	1.39	+0.00	-0.94
155.	163.	272.	Qdrant	Vector	1.38	+0.12	+0.74
156.	153.	168.	Dgraph	Graph	1.38	-0.05	-0.32
157.	157.	158.	ObjectStore	Object oriented	1.36	-0.02	-0.58
158.	156.	144.	Db4o	Object oriented	1.34	-0.05	-0.95
159.	165.	199.	D3	Multivalue	1.30	+0.05	+0.02
160.	148.	193.	Weaviate Detailed vendor-provided information available	Vector	1.29	-0.22	-0.06
161.	160.	169.	mSQL	Relational	1.28	0.00	-0.37
162.	159.	154.	IBM Db2 warehouse	Relational	1.28	-0.03	-0.76
163.	167.	249.	Apache IoTDB	Time Series	1.28	+0.04	+0.46
164.	164.	153.	TimesTen	Relational	1.27	+0.01	-0.82
165.	161.	159.	Mnesia	Document	1.23	-0.05	-0.70
166.	166.	197.	HFSQL	Relational	1.20	-0.03	-0.10
167.	172.	200.	VictoriaMetrics	Time Series	1.20	+0.07	-0.09
168.	168.	161.	LiteDB	Document	1.19	-0.01	-0.68
169.	162.	175.	PlanetScale	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.19	-0.08	-0.35
170.	174.	204.	Amazon Timestream	Time Series	1.19	+0.07	-0.05
171.	171.	180.	Apache Kylin	Relational	1.16	+0.02	-0.33
172.	180.	260.	SurrealDB	Multi-model Document store Graph DBMS	1.14	+0.10	+0.39
173.	169.	165.	Giraph	Graph	1.14	-0.01	-0.62
174.	170.	166.	Datameer	Document	1.11	-0.04	-0.64
175.	173.	192.	ObjectBox	Multi-model Object oriented DBMS Vector DBMS Time Series DBMS	1.10	-0.02	-0.25
176.	181.	178.	EventStoreDB	Event	1.10	+0.06	-0.40
177.	184.	182.	GBase	Relational	1.09	+0.06	-0.38
178.	175.	155.	SQLBase	Relational	1.09	-0.02	-0.90
179.	178.	185.	Apache HAWQ	Relational	1.07	+0.02	-0.36
180.	179.	196.	openGauss	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.04	0.00	-0.26
181.	182.	172.	Oracle Rdb	Relational	1.04	0.00	-0.60
182.	176.	171.	DataEase	Relational	1.03	-0.04	-0.61
183.	177.	164.	Sedna	Native XML	1.01	-0.05	-0.77
184.	186.	167.	GT.M	Key-value	1.00	-0.01	-0.74
185.	183.	176.	NonStop SQL	Relational	1.00	-0.04	-0.51
186.	185.	194.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	1.00	-0.02	-0.32
187.	187.	189.	Meilisearch	Search engine	0.99	+0.02	-0.40
188.	192.	238.	Amazon Keyspaces	Wide column	0.99	+0.07	+0.10
189.	197.	228.	Rockset	Document, Multi-model Document store Relational DBMS Search engine	0.98	+0.09	+0.05
190.	189.	227.	M3DB	Time Series	0.97	+0.02	+0.03
191.	199.	261.	Alibaba Cloud AnalyticDB for MySQL Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store	0.96	+0.08	+0.21
192.	190.	177.	Cubrid	Relational	0.95	+0.00	-0.56
193.	191.	181.	GigaSpaces	Multi-model Document store Object oriented DBMS Graph DBMS Search engine	0.94	+0.01	-0.55
194.	194.	211.	IDMS	Navigational	0.93	+0.02	-0.22
195.	195.	179.	Infobright	Relational	0.91	+0.01	-0.59
196.	204.	217.	TDSQL for MySQL Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.91	+0.07	-0.18
197.	188.	188.	Dolt	Relational, Multi-model Relational DBMS Document store	0.90	-0.05	-0.50
198.	218.	216.	StarRocks	Relational	0.90	+0.15	-0.20
199.	193.	201.	NCache Detailed vendor-provided information available	Key-value, Multi-model Key-value store Document store Search engine	0.89	-0.02	-0.38
200.	201.	186.	NuoDB	Relational	0.89	+0.02	-0.54
201.	196.	173.	Altibase	Relational	0.89	-0.02	-0.69
202.	205.	210.	Vitess	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.88	+0.05	-0.27
203.	198.	203.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.87	-0.01	-0.37
204.	200.	170.	MatrixOne	Relational	0.86	-0.01	-0.79
205.	202.	208.	HPE Ezmeral Data Fabric	Multi-model Document store Wide column store	0.86	+0.00	-0.31
206.	207.	235.	Yellowbrick	Relational	0.86	+0.04	-0.06
207.	215.	298.	Alibaba Cloud PolarDB Detailed vendor-provided information available	Relational	0.84	+0.08	+0.40
208.	208.	218.	GeoMesa	Spatial	0.82	+0.02	-0.23
209.	211.	248.	Alibaba Cloud MaxCompute	Relational	0.81	+0.03	-0.01
210.	203.	183.	ZODB	Key-value	0.81	-0.03	-0.66
211.	220.	282.	Alibaba Cloud AnalyticDB for PostgreSQL	Relational	0.81	+0.07	+0.24
212.	206.	190.	Model 204	Multivalue	0.79	-0.04	-0.58
213.	209.	245.	BigchainDB	Document	0.78	-0.01	-0.07
214.	224.	255.	Typesense	Search engine	0.78	+0.08	+0.02
215.	219.	205.	eXist-db	Native XML	0.76	+0.01	-0.45
216.	221.	207.	Blazegraph	Multi-model Graph DBMS RDF store	0.75	+0.02	-0.45
217.	214.	198.	Actian Vector	Relational	0.75	-0.02	-0.55
218.	212.	226.	Datacom/DB	Relational	0.75	-0.03	-0.22
219.	210.	184.	Northgate Reality	Multivalue	0.74	-0.04	-0.70
220.	213.	225.	SciDB	Multivalue	0.74	-0.03	-0.23
221.	216.	241.	BoltDB	Key-value	0.73	-0.03	-0.14
222.	217.	206.	Xapian	Search engine	0.73	-0.02	-0.47
223.	222.	237.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.69	-0.03	-0.20
224.	233.	232.	eXtremeDB	Multi-model Relational DBMS Time Series DBMS	0.69	+0.05	-0.24
225.	226.	195.	1010data	Relational	0.69	+0.02	-0.62
226.	228.	215.	RDF4J	RDF	0.68	+0.02	-0.42
227.	223.	212.	WebSphere eXtreme Scale	Key-value	0.67	-0.03	-0.46
228.	229.	219.	DBISAM	Relational	0.67	+0.01	-0.38
229.	225.	247.	Objectivity/DB	Object oriented	0.66	-0.02	-0.17
230.	237.	257.	KeyDB	Key-value	0.66	+0.03	-0.10
231.	236.	223.	TypeDB Detailed vendor-provided information available	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.65	+0.03	-0.35
232.	227.	191.	solidDB	Relational	0.65	-0.02	-0.71
233.	240.		RisingWave	Relational	0.63	+0.06
234.	235.	221.	ObjectDB	Object oriented	0.63	-0.01	-0.40
235.	230.	264.	SQream DB	Relational	0.63	-0.01	-0.09
236.	238.	250.	KairosDB	Time Series	0.62	+0.02	-0.20
237.	234.	220.	FrontBase	Relational	0.62	-0.02	-0.42
238.	232.	254.	Graph Engine	Multi-model Graph DBMS Key-value store	0.59	-0.04	-0.17
239.	231.	283.	Vespa	Multi-model Search engine Vector DBMS	0.59	-0.05	+0.03
240.	242.	281.	HarperDB	Document	0.56	+0.00	-0.01
241.	241.	224.	NexusDB	Relational	0.56	-0.01	-0.43
242.	255.	271.	Apache Doris	Relational	0.55	+0.06	-0.10
243.	239.	285.	4store	RDF	0.55	-0.03	0.00
244.	245.	270.	R:BASE	Relational	0.55	+0.01	-0.11
245.	246.	244.	Splice Machine	Relational	0.54	+0.00	-0.31
246.	251.	269.	Percona Server for MongoDB	Document	0.54	+0.02	-0.13
247.	244.	202.	SQL.JS	Relational	0.54	0.00	-0.73
248.	250.	256.	Scalaris	Key-value	0.51	-0.02	-0.25
249.	247.	213.	Hibari	Key-value	0.51	-0.03	-0.61
250.	248.	174.	Perst	Object oriented	0.49	-0.04	-1.05
251.	265.	242.	LokiJS	Document	0.49	+0.07	-0.38
252.	254.	222.	atoti	Object oriented	0.49	-0.01	-0.53
253.	243.	239.	GemStone/S	Object oriented	0.49	-0.07	-0.39
254.	249.	230.	MapDB	Key-value	0.48	-0.04	-0.44
255.	253.	231.	Kinetica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	0.47	-0.04	-0.46
256.	259.	252.	AlaSQL	Multi-model Document store Relational DBMS	0.47	+0.01	-0.34
257.	258.	246.	Postgres-XL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.46	0.00	-0.39
258.	269.	265.	Sequoiadb	Multi-model Document store Relational DBMS	0.45	+0.05	-0.25
259.	257.	234.	VistaDB	Relational	0.45	-0.02	-0.47
260.	252.	233.	ScaleArc	Relational	0.44	-0.07	-0.48
261.	256.	286.	Tajo	Relational	0.44	-0.03	-0.11
262.	263.	266.	Kingbase	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.43	+0.02	-0.27
263.	272.	308.	Alibaba Cloud Log Service Detailed vendor-provided information available	Search engine	0.42	+0.05	+0.01
264.	266.	376.	Dragonfly Detailed vendor-provided information available	Key-value	0.42	+0.01	+0.29
265.	260.	258.	Rasdaman	Multivalue	0.42	-0.01	-0.34
266.	264.	275.	Raima Database Manager Detailed vendor-provided information available	Multi-model Relational DBMS Time Series DBMS	0.40	-0.01	-0.22
267.	261.	240.	OpenInsight	Multivalue	0.40	-0.02	-0.48
268.	262.	289.	Kyligence Enterprise	Relational	0.39	-0.02	-0.13
269.	268.	279.	Strabon	RDF	0.39	-0.02	-0.20
270.	279.	251.	ITTIA	Time Series, Multi-model Time Series DBMS Relational DBMS	0.38	+0.03	-0.44
271.	270.	236.	Vald	Vector	0.37	-0.03	-0.53
272.	273.	259.	Apache Pinot	Relational	0.37	-0.01	-0.39
273.	284.	290.	YDB	Multi-model Document store Relational DBMS	0.36	+0.04	-0.15
274.	271.	243.	ModeShape	Content	0.36	-0.03	-0.50
275.	287.	305.	Marqo	Search engine	0.35	+0.05	-0.07
276.	275.	288.	Project Voldemort	Key-value	0.33	-0.03	-0.19
277.	267.	324.	CnosDB	Time Series	0.33	-0.07	0.00
278.	276.	276.	InfiniteGraph	Graph	0.33	-0.02	-0.29
279.	300.	301.	Actian FastObjects	Object oriented	0.32	+0.09	-0.11
280.	278.		Apache Sedona	Spatial	0.32	-0.02
281.	283.	310.	Comdb2	Relational	0.32	0.00	-0.08
282.	286.	312.	Cloudflare Workers KV	Key-value	0.32	+0.01	-0.08
283.	290.	325.	LeanXcale	Multi-model Key-value store Relational DBMS	0.32	+0.04	-0.02
284.	274.	253.	SearchBlox	Search engine	0.32	-0.05	-0.47
285.	297.	302.	Brytlyt	Relational	0.32	+0.06	-0.11
286.	306.	345.	PieCloudDB Detailed vendor-provided information available	Relational	0.31	+0.09	+0.06
287.	285.	296.	Fluree	Graph	0.31	-0.01	-0.14
288.	296.	278.	OpenQM	Multivalue	0.30	+0.04	-0.29
289.	294.	292.	Databend	Relational	0.29	+0.02	-0.19
290.	277.	263.	Redland	RDF	0.29	-0.07	-0.43
291.	292.	351.	Fujitsu Enterprise Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.29	+0.01	+0.07
292.	289.	293.	Elassandra	Wide column, Multi-model Wide column store Search engine	0.29	0.00	-0.19
293.	281.	262.	Starcounter	Object oriented	0.29	-0.05	-0.45
294.	313.	300.	RedStore	RDF	0.28	+0.09	-0.16
295.	293.	299.	Axibase	Time Series	0.28	+0.01	-0.16
296.	288.	277.	Deep Lake	Vector	0.28	-0.02	-0.33
297.	299.	326.	Immudb	Key-value, Multi-model Key-value store Relational DBMS	0.27	+0.03	-0.06
298.	310.	318.	FeatureBase	Relational	0.27	+0.06	-0.11
299.	282.	328.	PipelineDB	Relational	0.27	-0.06	-0.06
300.	305.	311.	AnzoGraph DB	Multi-model Graph DBMS RDF store	0.26	+0.04	-0.14
301.	291.	287.	Mimer SQL	Relational	0.25	-0.03	-0.27
302.	298.	274.	Lovefield	Relational	0.25	+0.00	-0.38
303.	280.	229.	Heroic	Time Series	0.25	-0.09	-0.69
304.	308.		YottaDB	Key-value, Multi-model Key-value store Relational DBMS	0.25	+0.03
305.	303.	361.	Manticore Search	Search engine, Multi-model Search engine Time Series DBMS	0.24	+0.02	+0.07
306.	309.	360.	Alibaba Cloud TSDB	Time Series	0.24	+0.03	+0.05
307.	314.	339.	RDFox	Multi-model Graph DBMS RDF store Relational DBMS	0.24	+0.05	-0.05
308.	312.	334.	Speedb Detailed vendor-provided information available	Key-value	0.24	+0.04	-0.07
309.	316.	335.	Faircom DB	Multi-model Key-value store Relational DBMS	0.23	+0.05	-0.06
310.	307.	307.	ElevateDB	Relational	0.22	+0.01	-0.19
311.	301.	280.	FlockDB	Graph	0.22	-0.01	-0.36
312.	320.	353.	TerminusDB	Graph, Multi-model Graph DBMS Document store RDF store	0.21	+0.04	0.00
313.	324.	304.	Riak TS	Time Series	0.21	+0.05	-0.21
314.	311.	341.	Alibaba Cloud Table Store	Wide column	0.21	+0.01	-0.07
315.	326.	365.	IBM Db2 Event Store	Multi-model Event Store Time Series DBMS	0.20	+0.05	+0.04
316.	315.	372.	MyScale	Multi-model Relational DBMS Vector DBMS	0.20	+0.01	+0.06
317.	328.	352.	EsgynDB	Relational	0.20	+0.06	-0.02
318.	304.	342.	Tibco ComputeDB	Relational	0.20	-0.03	-0.08
319.	318.	284.	EJDB	Document	0.19	+0.00	-0.37
320.	322.	343.	Valentina Server	Relational	0.19	+0.02	-0.09
321.	338.	371.	Badger	Key-value	0.19	+0.07	+0.04
322.	335.	297.	Actian PSQL	Relational	0.18	+0.06	-0.26
323.	317.	388.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.18	0.00	+0.11
324.	295.	267.	Jade	Object oriented	0.18	-0.08	-0.52
325.	330.	317.	Apache HugeGraph	Graph	0.18	+0.04	-0.20
326.	302.	336.	Kyoto Tycoon	Key-value	0.18	-0.05	-0.12
327.	321.	306.	TransLattice	Relational	0.17	0.00	-0.24
328.	319.	294.	HyperGraphDB	Graph	0.17	-0.01	-0.30
329.	323.	320.	NEventStore	Event	0.17	+0.01	-0.19
330.	341.	350.	Quasardb	Time Series	0.16	+0.06	-0.07
331.	334.	363.	YTsaurus	Multi-model Document store Key-value store	0.16	+0.03	-0.01
332.	336.	344.	Ultipa	Graph	0.15	+0.02	-0.11
333.	325.	322.	Tokyo Tyrant	Key-value	0.14	-0.01	-0.20
334.	329.	303.	XtremeData	Relational	0.14	0.00	-0.28
335.	332.	346.	BigObject	Relational	0.13	0.00	-0.12
336.	337.	355.	XTDB	Document	0.13	+0.01	-0.09
337.	327.	327.	GraphBase	Graph	0.13	-0.02	-0.20
338.	340.	316.	AntDB	Relational	0.12	+0.02	-0.26
339.	356.	323.	Machbase Neo	Time Series	0.12	+0.08	-0.22
340.	358.		OpenMLDB	Time Series, Multi-model Time Series DBMS Relational DBMS	0.12	+0.08
341.	343.	337.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.11	+0.02	-0.18
342.	333.	295.	CubicWeb	RDF	0.11	-0.02	-0.35
343.	349.	348.	TinkerGraph	Graph	0.11	+0.05	-0.13
344.	355.	273.	Transbase	Relational	0.10	+0.06	-0.53
345.	331.	338.	Skytable	Key-value	0.10	-0.03	-0.19
346.	339.	291.	Mulgara	RDF	0.10	-0.01	-0.41
347.	341.	313.	Sparksee	Graph	0.10	0.00	-0.29
348.	352.	374.	GreptimeDB Detailed vendor-provided information available	Time Series	0.09	+0.04	-0.05
349.	357.		gStore	Multi-model Graph DBMS RDF store	0.08	+0.03
350.	347.	386.	Blueflood	Time Series	0.08	+0.02	0.00
351.			FalkorDB	Graph	0.07
352.	378.		chDB	Relational, Multi-model Relational DBMS Time Series DBMS	0.07	+0.07
353.	378.	394.	Transwarp ArgoDB	Relational, Multi-model Relational DBMS Search engine	0.07	+0.07	+0.04
354.	378.	357.	Transwarp KunDB	Relational	0.07	+0.07	-0.14
355.	345.	362.	Exorbyte	Search engine	0.07	0.00	-0.10
356.	346.	356.	SiteWhere	Time Series	0.06	0.00	-0.14
357.	344.	387.	Warp 10	Time Series	0.06	-0.01	-0.01
358.	350.	314.	Elliptics	Key-value	0.06	+0.00	-0.33
359.	348.	393.	ScaleOut StateServer	Key-value	0.06	0.00	+0.01
360.	354.		openGemini	Time Series	0.06	+0.00
361.	378.	331.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Time Series DBMS	0.05	+0.05	-0.26
362.	368.	383.	OushuDB	Relational	0.05	+0.04	-0.05
363.	351.	373.	SenseiDB	Document	0.05	0.00	-0.09
364.	378.	366.	InfinityDB	Key-value	0.05	+0.05	-0.11
365.	363.	329.	STSdb	Key-value	0.05	+0.02	-0.27
366.	360.	368.	Tigris	Multi-model Document store Key-value store Search engine Time Series DBMS	0.05	+0.01	-0.10
367.	378.	403.	Galaxybase	Graph	0.04	+0.04	+0.04
368.	362.	395.	WakandaDB	Object oriented	0.04	+0.01	+0.02
369.	371.	375.	Hawkular Metrics	Time Series	0.04	+0.03	-0.10
370.	353.	315.	Linter	Relational, Multi-model Relational DBMS Spatial DBMS	0.04	-0.01	-0.34
371.	378.	404.	VelocityDB	Multi-model Graph DBMS Object oriented DBMS	0.04	+0.04	+0.03
372.	361.	384.	NosDB	Document	0.04	0.00	-0.06
373.	378.	385.	TerarkDB	Key-value	0.03	+0.03	-0.05
374.	359.	389.	DataFS	Object oriented, Multi-model Object oriented DBMS Graph DBMS	0.03	-0.01	-0.03
375.	363.	364.	JethroData	Relational	0.03	0.00	-0.14
376.	378.	406.	Transwarp StellarDB	Graph	0.02	+0.02	+0.02
377.	378.		ReductStore	Time Series	0.02	+0.02
378.	373.	402.	Faircom EDGE	Multi-model Key-value store Relational DBMS	0.02	+0.01	+0.01
379.	378.		Kuzu	Graph	0.02	+0.02
380.	365.	321.	Dydra	RDF	0.02	0.00	-0.33
381.	366.	391.	SmallSQL	Relational	0.02	+0.00	-0.04
382.	378.	354.	H2GIS	Spatial, Multi-model Spatial DBMS Relational DBMS	0.02	+0.02	-0.20
383.	378.	378.	SiriDB	Time Series	0.02	+0.02	-0.10
384.	367.	398.	SparkleDB	RDF	0.02	+0.00	+0.00
385.	378.	406.	Tkrzw	Key-value	0.02	+0.02	+0.02
386.	378.	367.	OrigoDB	Multi-model Document store Object oriented DBMS	0.02	+0.02	-0.13
387.	369.	377.	Acebase	Document	0.01	+0.00	-0.11
388.	370.	400.	Resin Cache	Key-value	0.01	0.00	0.00
389.	372.	401.	SWC-DB	Wide column, Multi-model Wide column store Time Series DBMS	0.01	+0.00	+0.00
390.	374.	332.	Eloquera	Object oriented	0.01	0.00	-0.30
391.	378.	406.	Sadas Engine	Relational	0.01	+0.01	+0.01
392.	378.	399.	JaguarDB	Multi-model Key-value store Vector DBMS	0.00	+0.00	-0.01
393.	375.	347.	Siaqodb	Object oriented	0.00	+0.00	-0.24
394.	376.	379.	LedisDB	Key-value	0.00	+0.00	-0.12
395.	378.		OpenTenBase	Relational	0.00	+0.00
396.	377.	405.	SwayDB	Key-value	0.00	+0.00	+0.00
397.	378.	392.	ActorDB	Relational	0.00	±0.00	-0.05
397.	378.	406.	BergDB	Key-value	0.00	±0.00	±0.00
397.	378.	319.	BrightstarDB	RDF	0.00	±0.00	-0.36
397.	378.	390.	Cachelot.io	Key-value	0.00	±0.00	-0.07
397.	378.	406.	CortexDB	Multi-model Document store Key-value store	0.00	±0.00	±0.00
397.	378.	406.	CovenantSQL	Relational	0.00	±0.00	±0.00
397.	378.	406.	DaggerDB	Relational	0.00	±0.00	±0.00
397.	378.	349.	Edge Intelligence	Relational	0.00	±0.00	-0.24
397.	378.	406.	EdgelessDB	Relational	0.00	±0.00	±0.00
397.	378.	406.	Helium	Key-value	0.00	±0.00	±0.00
397.	378.	406.	HGraphDB	Graph	0.00	±0.00	±0.00
397.	378.	358.	HyperLevelDB	Key-value	0.00	±0.00	-0.20
397.	378.	381.	iBoxDB	Document	0.00	±0.00	-0.11
397.	378.	380.	Indica	Search engine	0.00	±0.00	-0.11
397.	378.	406.	JasDB	Document	0.00	±0.00	±0.00
397.	378.	406.	K-DB	Relational	0.00	±0.00	±0.00
397.	378.	397.	Newts	Time Series	0.00	±0.00	-0.02
397.	378.	359.	NSDb	Time Series	0.00	±0.00	-0.19
397.	378.	381.	RaptorDB	Document	0.00	±0.00	-0.11
397.	378.	406.	Rizhiyi	Search engine, Multi-model Search engine Time Series DBMS	0.00	±0.00	±0.00
397.	378.	406.	searchxml	Multi-model Native XML DBMS Search engine	0.00	±0.00	±0.00
397.	378.	406.	SpaceTime	Spatial, Multi-model Spatial DBMS Relational DBMS	0.00	±0.00	±0.00
397.			SvectorDB	Vector	0.00
397.	378.	330.	TomP2P	Key-value	0.00	±0.00	-0.32
397.	378.		Transwarp Hippo	Vector	0.00	±0.00
397.	378.	309.	Upscaledb	Key-value	0.00	±0.00	-0.41
397.	378.	369.	WhiteDB	Document	0.00	±0.00	-0.15

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