Data model

Spatial databases

Geometry types, spatial indexes and GIS functions for location-aware applications. The leading options are PostGIS, Tile38 and Pincaster.

87 active · ordered by fit for this category, then WhichDB Score

PostGISSpatialopen source

The standard spatial extension for PostgreSQL: geometry, geography, rasters and topology in SQL.

47.5
Tile38Spatialopen source

In-memory geospatial database and geofencing server that speaks the Redis protocol and HTTP.

10.0
PincasterSpatialopen source

Frank Denis's in-memory, persistent store for geographic points and key/value records with an HTTP/JSON API.

1.0
PostgreSQLRelationalopen source

The extensible, standards-first open-source relational database.

93.2
MySQLRelationalopen source

The web's default open-source SQL database, now on calendar versioning with 9.7 as the LTS line.

82.3
MongoDBDocument

The default document database: flexible BSON documents, rich queries and built-in sharding.

80.5
ElasticsearchSearch Engineopen source

Lucene-based distributed search and analytics engine for text, vectors, logs and metrics.

75.1
SnowflakeColumnar / OLAPmanaged

Fully managed cloud data warehouse with separate storage and compute, now spanning AI and apps.

74.4
Microsoft SQL ServerRelational

Microsoft's flagship RDBMS: T-SQL, columnstore, Always On, and now native vectors and JSON.

71.0
Google BigQueryColumnar / OLAPmanaged

Google's serverless, pay-per-query data warehouse built on Dremel and Colossus.

65.3
DuckDBColumnar / OLAPopen source

In-process columnar SQL database: the SQLite of analytics, running inside your app or notebook.

63.7
Oracle DatabaseRelational

The enterprise heavyweight: RAC, Data Guard and a converged engine for SQL, JSON, graph and vectors.

56.9
OpenSearchSearch Engineopen source

Apache-licensed, foundation-governed fork of Elasticsearch for search, vectors and observability.

56.6
MariaDBRelationalopen source

Community-led MySQL fork with extra storage engines, built-in Galera and a faster feature cadence.

56.2
Amazon RedshiftColumnar / OLAPmanaged

AWS's MPP columnar data warehouse, available as provisioned RA3 clusters or Serverless.

55.8
SupabaseRelationalopen source

Open-source Postgres backend platform: database, auth, storage, realtime and edge functions in one project.

54.3
Google Cloud FirestoreDocumentmanaged

Serverless document database with realtime listeners, offline SDKs and a new Enterprise edition.

49.1
CockroachDBRelational

Postgres-wire distributed SQL built to survive node, zone and region failures with serializable transactions.

47.1
IBM Db2Relational

IBM's enterprise RDBMS for Linux, UNIX, Windows and z/OS, with BLU columnar and pureScale clustering.

45.5
AerospikeKey-Valueopen source

Flash-optimized distributed key-value and document database for predictable sub-millisecond latency at scale.

40.4
ArangoDBGraph

Native multi-model database: documents, graphs, search and vectors behind one query language.

40.0
Apache SolrSearch Engineopen source

The original Lucene search server: battle-tested, Apache-governed, now with GPU-accelerated vectors.

39.8
SAP HANARelational

SAP's in-memory columnar HTAP database, the mandatory engine under S/4HANA.

39.7
Apache LuceneSearch Engineopen source

The Java search library at the heart of Elasticsearch, OpenSearch and Solr, now with HNSW vectors.

38.6
Teradata VantageRelational

The original MPP data warehouse, now VantageCloud with open table formats and in-database analytics.

38.5
PGliteRelationalopen source

Real PostgreSQL compiled to WebAssembly: an embeddable Postgres for browsers, Node, Bun and Deno.

35.1
Azure SQL DatabaseRelationalmanaged

Microsoft's always-current managed SQL Server engine, from free serverless databases to 128 TB Hyperscale.

33.9
RethinkDBDocumentopen source

Open-source JSON database that pushes live query results to apps through changefeeds.

33.6
VerticaColumnar / OLAP

Veteran MPP columnar analytics database from the C-Store lineage, now owned by Rocket Software.

33.1
IBM CloudantDocumentmanaged

IBM's managed, CouchDB-compatible JSON database with built-in search and geospatial queries.

31.6
ExasolColumnar / OLAP

In-memory MPP columnar analytics database from Germany, tuned for fast BI with little tuning.

31.0
RavenDBDocumentopen source

ACID document database for .NET and beyond, with auto-indexing, Corax search and multi-master replication.

30.9
NeonRelationalopen sourcemanaged

Serverless Postgres with copy-on-write branching and scale-to-zero, now part of Databricks.

30.4
SingleStoreRelational

Distributed SQL mixing in-memory rowstore and columnstore for real-time analytics, search and vectors.

29.0
SurrealDBDocument

Rust multi-model database (documents, graph, vectors, live queries) that runs embedded, in WASM or clustered.

28.8
OrientDBGraphopen source

Early Java multi-model database mixing documents, graphs and objects, now in patch-only mode.

28.2
Couchbase ServerDocument

Memory-first distributed JSON database with SQL++, search, vector indexes and mobile sync.

27.5
CrateDBRelationalopen source

Distributed SQL database built on Lucene for real-time analytics over machine, IoT and JSON data.

27.3
Amazon RDSRelationalmanaged

AWS's managed service for six relational engines: PostgreSQL, MySQL, MariaDB, Oracle, SQL Server and Db2.

27.1
IBM InformixRelational

Low-maintenance embeddable RDBMS with built-in TimeSeries, still quietly running retail and telco systems.

26.0
Amazon AuroraRelationalmanaged

AWS's MySQL- and PostgreSQL-compatible engine on a shared, six-way replicated storage layer.

24.9
MonetDBColumnar / OLAPopen source

Pioneering open-source column-store from CWI, still a lean research-grade analytical SQL database.

24.2
H2 DatabaseRelationalopen source

Fast pure-Java SQL engine for embedded, in-memory and test databases, with compatibility modes.

23.5
Percona Server for MySQLRelationalopen source

A drop-in MySQL build that ships enterprise features (thread pool, audit, encryption) as free GPL code.

23.1
SAP SQL AnywhereRelational

Self-tuning embeddable SQL database with MobiLink sync, still shipped inside ISV apps but frozen at v17.

22.5
MarkLogicDocument

Enterprise multi-model database for XML, JSON and RDF with built-in search and semantic RAG.

21.6
CitusRelationalopen source

Postgres extension that shards tables across nodes for multi-tenant SaaS and real-time analytics.

21.1
Databricks SQLColumnar / OLAPmanaged

Serverless SQL warehouses on the Databricks lakehouse, powered by the Photon C++ engine.

20.8
GreenplumRelational

PostgreSQL-based MPP data warehouse, closed-sourced by Broadcom in 2024 and sold in Tanzu Data.

20.7
Volt Active Data (VoltDB)Relational

In-memory, partitioned SQL engine running Java stored procedures serially for millisecond decisioning.

20.7
OceanBaseRelationalopen source

Alipay-proven distributed SQL with MySQL (and Oracle, in Enterprise) compatibility, HTAP and vector search.

19.4
Amazon DocumentDBDocumentmanaged

AWS's managed MongoDB-API database on a proprietary, Aurora-style storage layer.

15.7
MongoDB AtlasDocumentmanaged

MongoDB's own multi-cloud DBaaS, bundling search, vector search and stream processing.

15.6
DatabendColumnar / OLAPopen source

Rust-built cloud data warehouse on object storage, open source with a managed Databend Cloud.

15.4
pg_lakeRelationalopen source

Postgres extensions from Snowflake that read and write Iceberg tables and lake files, executed via DuckDB.

15.2
Oracle ExadataRelational

Oracle's engineered system for Oracle Database, with smart storage offload for OLTP and analytics.

15.0
HEAVY.AI (HeavyDB)Columnar / OLAPopen source

GPU-native columnar SQL database with visual analytics, fully open-sourced by NVIDIA in 2026.

14.3
Oracle NoSQL DatabaseKey-Valueopen source

Oracle's sharded key-value and JSON store, available as Apache-licensed software or an OCI service.

13.7
EDB Postgres Advanced ServerRelational

EnterpriseDB's PostgreSQL with deep Oracle compatibility: PL/SQL packages, DBMS_* and TDE.

12.9
BleveSearch Engineopen source

Pure-Go full-text, geo and vector indexing library from Couchbase.

12.2
Google Cloud SQLRelationalmanaged

Google Cloud's managed MySQL, PostgreSQL and SQL Server, with an Enterprise Plus tier for fast failover.

10.9
pgEdgeRelationalopen source

Fully open-source multi-master distributed PostgreSQL built on the Spock logical replication extension.

10.1
Apache CloudberryRelationalopen source

Open-source MPP warehouse forked from Greenplum and rebased on a newer PostgreSQL kernel.

6.8
KineticaColumnar / OLAP

GPU- and vector-accelerated database for real-time spatial, time-series and vector analytics.

6.4
Percona Server for MongoDBDocument

Drop-in MongoDB Community build with enterprise features like encryption, LDAP and hot backup.

5.9
AltibaseRelational

Korean hybrid in-memory/on-disk RDBMS for telecom and finance, closed-source again since 2023.

5.5
IvorySQLRelationalopen source

Apache-licensed PostgreSQL distribution with an Oracle-compatible mode, PL/iSQL and Oracle packages.

5.5
DocumentDB (open-source, PostgreSQL-based)Documentopen source

MIT-licensed, MongoDB-compatible document engine built as PostgreSQL extensions, run by the Linux Foundation.

5.4
Azure Database for PostgreSQLRelationalmanaged

Microsoft's managed community PostgreSQL, with zone-redundant HA, DiskANN vectors and Citus elastic clusters.

4.9
YellowbrickColumnar / OLAP

PostgreSQL-compatible MPP warehouse that runs on its appliance, any cloud or Kubernetes.

4.1
rasdamanArray / Scientificopen source

Array database for massive multidimensional rasters, with SQL-style queries and OGC WCPS services.

3.9
BuntDBKey-Valueopen source

Embeddable in-memory key/value store for Go with ACID transactions, custom and spatial indexes, and TTLs.

3.8
OcientColumnar / OLAP

Hyperscale data warehouse on NVMe compute-adjacent storage, rebranded as the OcientAIQ platform.

3.8
AlloyDB for PostgreSQLRelationalmanaged

Google's Postgres-compatible service with disaggregated storage, a columnar engine and ScaNN vectors.

3.6
JaguarDBVector

Distributed vector database from DataJaguar that also handles time series and geospatial data.

3.4
Alibaba PolarDBRelationalmanaged

Alibaba Cloud's shared-storage relational service in MySQL-, PostgreSQL- and Oracle-compatible editions.

2.7
NitriteDocumentopen source

Embedded NoSQL document store for Java and Android with pluggable MVStore or RocksDB storage.

2.7
PerstObjectopen source

McObject's embedded object database for Java and .NET, dual-licensed GPL or commercial.

2.1
AsterixDBDocumentopen source

Apache parallel database for semi-structured JSON data with SQL++, LSM storage and spatial/text indexes.

1.7
QservRelationalopen source

Distributed shared-nothing SQL database built to serve the Rubin Observatory's petascale sky catalogs.

0.8
MySQL HeatWaveRelationalmanaged

Oracle's managed MySQL with an in-memory columnar engine for analytics, lakehouse, ML and vector search.

0.5
Crunchy BridgeRelationalmanaged

Crunchy Data's developer-friendly managed Postgres across AWS, GCP and Azure, now owned by Snowflake.

0.2
Azure DocumentDBDocumentmanaged

Microsoft's managed MongoDB-compatible service, built on the open-source DocumentDB engine.

0.0
IBM Db2 WarehouseColumnar / OLAP

IBM's MPP analytics edition of Db2 with BLU columnar acceleration, as software or SaaS.

0.0
ObjectDatabase++Object

Ekky Software's embedded C++ object database with B+tree, spatial, full-text and pattern indexes.

0.0
Oracle Autonomous DatabaseRelationalmanaged

Self-driving Oracle Database on Exadata: auto-patching, auto-scaling, and Select AI, on OCI and other clouds.

0.0
Postgres ProRelational

Russian commercial PostgreSQL distribution with multimaster, 64-bit XIDs and compressed storage.

0.0

license legend · Open source (permissive) · Open source (copyleft) · Source-available · Proprietary