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#2 MongoDB
Document‑oriented NoSQL database with rich query language, horizontal scaling via sharding, and strong ecosystem of tools.
Highly available, peer‑to‑peer distributed wide‑column store designed for massive write throughput and fault tolerance.
#4 Redis
In‑memory data structure store offering sub‑millisecond latency, persistence options, and support for caching, messaging, and streams.
Fully managed NoSQL key‑value and document database with automatic scaling, global tables, and tight AWS integration.
#6 PostgreSQL
Advanced open‑source relational database with JSONB support, extensions for full‑text search, and strong ACID guarantees.
#7 MySQL
Widely used relational database offering robust replication, InnoDB transactional engine, and extensive community support.
#8 MariaDB
Community‑driven fork of MySQL with additional storage engines, improved performance, and open‑source licensing.
#9 CockroachDB
Distributed SQL database built on a PostgreSQL wire protocol, offering strong consistency and automatic scaling.
#10 ScyllaDB
Drop‑in Apache Cassandra replacement written in C++, delivering lower latencies and higher throughput on modern hardware.
#11 Aerospike
High‑performance NoSQL key‑value store optimized for real‑time analytics and low‑latency transactions.
#12 Apache HBase
Column‑family NoSQL database built on Hadoop HDFS, providing massive scalability for sparse data sets.
#13 Neo4j
Leading graph database enabling complex relationship queries with ACID compliance and native graph storage.
#14 ArangoDB
Multi‑model database supporting document, key‑value, and graph data models within a single query language.
#15 CouchDB
Apache CouchDB provides a schema‑free JSON document store with MVCC and easy replication across devices.
#16 Elasticsearch
Distributed search and analytics engine that can also serve as a NoSQL document store with near‑real‑time capabilities.
Enterprise‑grade key‑value store offering strong consistency, multi‑region replication, and seamless integration with Oracle Cloud.
#18 Azure Cosmos DB
Globally distributed, multi‑model database service supporting SQL, MongoDB, Cassandra, Gremlin, and Table APIs.
Serverless NoSQL document database with real‑time synchronization, strong consistency, and deep integration with GCP.
#20 TiDB
Hybrid transactional/analytical processing (HTAP) database compatible with MySQL protocol, offering horizontal scalability.
#21 YugabyteDB
Open‑source distributed SQL database built on PostgreSQL and Cassandra APIs, delivering high resilience and low latency.