Rank 62 databases from 47 makers: engines like PostgreSQL, MySQL, SQLite, MongoDB, and Redis, hosted services from Neon and PlanetScale to RDS and DynamoDB, plus search engines, vector databases, and cloud warehouses. Pick what you are building under Best for, open any spec sheet, and trace each database to the engine underneath, its data model, and its license history below.
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Popular is every database in the DB-Engines top 40 (Oct 2026), open-source engines with more than
30,000 GitHub stars (Oct 2026), and the hosted
databases developers start on most: Neon, Amazon RDS and Aurora, Cloud SQL, PlanetScale,
Firestore, Upstash, and Turso. Switch to Engines, Hosted, or All for 25 more.
What engine is it, really?
Hosted services rarely invent a new engine: most run Postgres, MySQL, SQLite, or Redis, or speak their protocol on top of something else.
13 of the 62 databases are Postgres, run it, or speak
its protocol, more than twice as many as any other single engine. 17 are NoSQL stores spread across many engines, and 6 belong to the MySQL family.
Postgres family 13
MySQL family 6
Other SQL 7
NoSQL 17
Search & vectors 10
Analytics 9
The Postgres family
PostgreSQL
1996–today
PostgreSQL Global Development Group. Still developed
X
A
Born as POSTGRES at UC Berkeley in 1986. Its extensions and wire protocol made it the default that new databases copy: most hosted services here run it or speak it.
The MySQL family
MySQL
1995–today
Oracle. Still developed
The M in LAMP. Sun bought it in 2008 and Oracle inherited it in 2010, which is why MariaDB exists. Vitess, PlanetScale, TiDB, and Aurora speak its protocol.
Forked 2009
MariaDB
2009–today
MariaDB plc & MariaDB Foundation. Still developed
Monty Widenius forked MySQL when Oracle was about to own it. Still a drop-in replacement for most apps, and the default MySQL in many Linux distros.
In-process & embedded
SQLite
2000–today
D. Richard Hipp. Still developed
A database in one file, linked into the app. The most deployed database engine there is, now also served at the edge by Cloudflare D1.
Forked 2022
libSQL & Turso
2022–today
Turso. Still developed
An open-contribution fork of SQLite with replication, now followed by Turso Database, a from-scratch Rust rewrite that stays file-compatible with SQLite.
DuckDB
2019–today
DuckDB Labs & CWI Amsterdam. Still developed
M
An in-process columnar engine for analytics: SQLite’s idea applied to OLAP, querying Parquet, CSV, and Postgres directly.
Commercial & distributed SQL
SQL Server & T-SQL
1989–today
Microsoft. Still developed
Started from a Sybase codebase in 1989. Azure SQL Database runs the same engine as a service.
Oracle Database
1979–today
Oracle. Still developed
The first commercial SQL database, still at the top of the DB-Engines ranking.
Spanner & distributed SQL
2012–today
Google. Still developed
Google’s globally consistent SQL database. Its 2012 paper inspired the distributed SQL wave: CockroachDB, YugabyteDB, and TiDB.
Key-value & cache
Redis
2009–today
Redis Ltd. Still developed
D
The in-memory data structure server. Its protocol is spoken by Valkey, Dragonfly, Upstash, and every cache service.
Forked 2024
Valkey
2024–today
Linux Foundation. Still developed
V
A
The BSD-licensed fork of Redis 7.2, started by former Redis maintainers with AWS, Google, and Oracle when Redis left open source in 2024.
Documents
MongoDB & its wire protocol
2009–today
MongoDB Inc.. Still developed
The document database that defined the NoSQL era. FerretDB and several cloud services speak its protocol on top of other engines.
CouchDB & Couchbase
2005–today
Apache & Couchbase. Still developed
CouchDB’s JSON-over-HTTP and sync model, and Couchbase, which grew from a 2011 merger of Membase and CouchOne.
Multi-model newcomers
2012–today
Various. Still developed
Databases that mix documents, relations, and graphs behind their own query languages.
Wide-column & cloud NoSQL
Cassandra & CQL
2008–today
Apache Software Foundation. Still developed
Facebook’s wide-column store, built from Amazon’s Dynamo and Google’s Bigtable designs. ScyllaDB rewrote it in C++.
Hyperscaler NoSQL
2008–today
AWS, Google & Microsoft. Still developed
Proprietary NoSQL services that only run on their own cloud: DynamoDB, Firestore, Bigtable, and Cosmos DB.
Search
Elasticsearch
2010–today
Elastic. Still developed
Distributed search and analytics on Apache Lucene, the E in the ELK stack.
Forked 2021
OpenSearch
2021–today
OpenSearch Software Foundation. Still developed
AWS forked Elasticsearch 7.10 when Elastic dropped the Apache license, and moved it to the Linux Foundation in 2024.
Developer search engines
2012–today
Various. Still developed
T
Typo-tolerant, instant search built for app search boxes rather than log analytics.
Vectors, graphs & time
Vector databases
2019–today
Various. Still developed
P
W
C
Built for nearest-neighbor search over embeddings, the retrieval half of RAG. Postgres (pgvector) and most engines here added vectors too.
Graph databases
2007–today
Various. Still developed
Nodes and relationships queried with Cypher, now standardized as ISO GQL.
Time-series databases
2013–today
Various. Still developed
Q
Optimized for timestamped metrics and events: fast ingest, downsampling, and time-window queries.
Analytics
Columnar analytics & warehouses
2011–today
Various. Still developed
M
Column stores that scan billions of rows: cloud warehouses that separate storage from compute, and ClickHouse.
Dashed logos mark databases that also run, speak, or descend from that engine.