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Best In-Memory Databases in 2026

If your application relies on data held in memory, compare database options by both data handling and operational needs. Persistence, deployment, high availability, and included memory offer one set of considerations; SQL support, supported data models, and vector search add another. Free-plan availability and paid-from pricing provide cost context. Amazon ElastiCache, Redis Insight, and VoltDB are among the entries…

25 appsSorted 25 Oct 2026How we rank
18.1

SingleStore Helios is a cloud database-as-a-service available on AWS, Google Cloud, and Microsoft Azure.

Free planWebAPILinux
Free plan
27.9
Amazon ElastiCache logo

Amazon ElastiCache is a managed caching service compatible with Valkey, Memcached, and Redis OSS.

Free planWebAPILinux
From $0.09 a month
37.8
Aerospike Database logo

Aerospike Database is a real-time database designed for millisecond latency and large-scale transaction processing, including document access and graph traversal.

Free planOpen sourceWebAPILinux
Free plan
  1. 4

    VoltDB

    VoltDB is a distributed, in-memory database and real-time decisioning layer for processing data, ingesting streams, running business logic, and integrating AI.

    Free planOpen sourceWebAPILinuxmacOS
    7.6Free plan
  2. 5Apache Ignite logo

    Apache Ignite

    Apache Ignite is an open-source, memory-first distributed SQL database for high-velocity workloads.

    Free planOpen sourceAPILinuxmacOSSelf-hosted
    7.4Free plan
  3. 6Apache Geode logo

    Apache Geode

    Apache Geode is a data management platform for applications that need real-time, consistent access to data across distributed cloud architectures.

    Free planOpen sourceAPILinuxmacOSSelf-hosted
    7.2Free plan
  4. 7Redis Insight logo

    Redis Insight

    Redis Insight is a free developer tool for working with Redis through a graphical interface and command line.

    Free planWebLinuxmacOSSelf-hosted
    6.7Free plan
  5. 8RaimaDB logo

    RaimaDB

    RaimaDB is an embedded database for mission-critical applications, including edge, IoT, and real-time systems.

    AndroidiOSWebAPI
    6.6
  6. 9

    GridGain

    GridGain Platform is an in-memory computing platform for transactional, streaming, and analytical processing at scale.

    APILinuxmacOSSelf-hosted
    6.5From $0.11 a month
  7. 10SAP HANA Cloud logo

    SAP HANA Cloud

    Free planWebAPILinux
    6.4Free plan
  8. 11eXtremeDB logo

    eXtremeDB

    eXtremeDB is an in-memory database system designed for embedded devices and applications.

    AndroidiOSAPILinux
    6.3
  9. 12Valkey logo

    Valkey

    Valkey is an open-source key/value datastore for caching, message queues, and use as a primary database.

    Free planAPILinuxmacOSSelf-hosted
    6.2Free plan
  10. 13

    ALTIBASE

    ALTIBASE is a relational database engine that combines in-memory and on-disk storage.

    Free planLinuxSelf-hosted
    6.1Free plan
  11. 14

    Dragonfly

    Dragonfly is an in-memory data store for real-time workloads such as caching, feature serving, message queues, and sorted-set leaderboards.

    APILinuxSelf-hosted
    6.1From $36 a month
  12. 15

    Infinispan

    Infinispan is an open-source distributed in-memory database that combines caching with full-text and vector search.

    Free planAPILinuxSelf-hosted
    6.0Free plan
  13. 16RonDB logo

    RonDB

    RonDB is an open-source distributed storage engine for real-time applications, and a fork of MySQL NDB Cluster.

    Free planAPILinuxSelf-hosted
    6.0Free plan
  14. 17DiceDB logo

    DiceDB

    DiceDB is a free, open-source data structure server designed for Redis-compatible clients, SDKs, commands, tools, and workflows.

    Free planLinuxmacOSSelf-hosted
    5.8Free plan
  15. 18Erlang Debugger logo

    Erlang Debugger

    Erlang Debugger is a graphical tool for debugging and testing Erlang programs.

    LinuxmacOSWindows
    5.8
  16. 19

    KeyDB

    KeyDB is a free, open-source, in-memory database that can also be used as a cache and message broker.

    LinuxmacOSSelf-hosted
    5.8
  17. 20Tarantool DB logo

    Tarantool DB

    Tarantool DB is paid, self-hosted NoSQL in-memory database software for high-load business systems and real-time digital services.

    APILinuxmacOSSelf-hosted
    5.8
  18. 21

    ScaleOut In-Memory Database

    ScaleOut In-Memory Database combines ScaleOut’s cluster architecture with Redis for enterprise Redis deployments.

    APILinuxSelf-hostedWindows
    5.6
  19. 22Amazon MemoryDB logo

    Amazon MemoryDB

    Amazon MemoryDB is a paid, cloud-deployed durable in-memory database compatible with Valkey and Redis OSS.

    WebAPI
    5.5
  20. 23
    5.4
  21. 24VMware Tanzu Platform logo

    VMware Tanzu Platform

    VMware Tanzu Platform is a self-hosted platform as a service for delivering and managing applications.

    WebAPISelf-hosted
    5.4
  22. 25
    4.7

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