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Best In-Memory Databases in 2026
When an application needs data available in memory, compare database options by how they handle persistence, deployment, high availability, and included memory. SQL support, supported data models, and vector search can help distinguish their data capabilities. Check free-plan availability and paid-from pricing alongside those requirements. Amazon ElastiCache, Redis Insight, and Aerospike Database are among the named options to consider, as are VoltDB and Apache Geode. The listed criteria give you a way to weigh operational needs and data features together when choosing software for your workload.
- 25 apps
- Research read 23 Sept 2026
- How the order is worked out
- 1
Aerospike Database
by Aerospike DatabaseFree plan Open source APILinuxMac+3Aerospike Database offers multiple data models, storage choices, and replication modes in one engine. Check edition support and licensing notes for connectors and security features when assessing fit.
- 2
Apache Geode
Free plan Open source APILinuxMac+2Apache Geode combines distributed data management, transactions, queries, and WAN replication in a free package.
- 3
Apache Ignite
Free plan Open source APILinuxMac+2Choose Apache Ignite if you need a free, open-source distributed database with SQL, partition-spanning transactions, and an in-memory primary tier.
- 4
VoltDB
Free plan Open source APILinuxMac+2VoltDB combines an in-memory database with streaming integrations and multiple deployment options.
- 5
Amazon ElastiCache
Free plan APILinuxMac+2ElastiCache offers serverless and node-based deployment choices alongside multiple caching engines and AWS integrations.
- 6
- 7
DiceDB
Free plan LinuxMacSelf-hostedDiceDB pairs Redis compatibility with subscriptions and a storage-tiering module.
- 8
Infinispan
Free plan APILinuxSelf-hostedInfinispan combines distributed in-memory storage with search, caching, and transaction features, and can be deployed in several forms.
- 9
Redis Insight
Free plan LinuxMacSelf-hosted+2Redis Insight brings Redis data browsing, command work, and analysis into a free GUI and CLI tool. Check the Docker-only API availability and SSPLv1 licensing if those affect your deployment.
- 10
RonDB
Free plan APILinuxSelf-hostedRonDB combines distributed storage, SQL access, and multiple deployment and replication options for real-time workloads.
- 11
SAP HANA Cloud
by SAP HANA CloudFree plan APILinuxWebSAP HANA Cloud brings broad data-model support and AI capabilities into one database service.
- 12
SingleStore Helios
by SingleStore HeliosFree plan APILinuxMac+3Helios brings varied data capabilities and ingestion options to a managed cloud database, with separate Shared, Standard, and Enterprise plans.
- 13
- 14
KeyDB
Free plan LinuxMacSelf-hostedKeyDB offers Redis compatibility, multiple data structures, and scaling and persistence options without a listed price.
- 15
eXtremeDB
Free trial AndroidAPIiPhone+4Consider eXtremeDB if you are building embedded software or need a database system with both in-memory and persistent storage, varied interfaces, and distributed options.
- 16
Couchbase Server
Free planCouchbase Server offers a free edition and a subscription edition with additional stated support and security provisions.
- 17
Dragonfly
Free trial APILinuxSelf-hostedDragonfly provides an API-compatible in-memory store with automatic sharding, multiple data models, and deployment choices from Docker to managed cloud.
- 18
GridGain
Free trial APILinuxMac+2GridGain combines in-memory processing with transactions, analytics, and configurable disk persistence. Check edition requirements for security and recovery features, and request a quote for pricing.
- 19
RaimaDB
Free trial AndroidAPIiPhone+5Choose RaimaDB when an embedded, resource-conscious database for mission-critical or safety-critical systems fits your application.
- 20
SAP Master Data Governance
Free plan Web - 21
ScaleOut In-Memory Database
Free trial APILinuxSelf-hosted+1ScaleOut In-Memory Database is a self-hosted Redis-oriented cluster with automated shard and replica management. Its fit depends on accepting the documented feature exclusions and requesting pricing.
- 22
Amazon MemoryDB
Paid APIWebAmazon MemoryDB combines in-memory performance with durability, scaling options, and Valkey and Redis OSS compatibility.
5.7 Visit site - 23
Erlang Debugger
Paid LinuxMacWindowsChoose Erlang Debugger when you need a graphical way to test Erlang programs, inspect processes, or control execution with breakpoints.
- 24
Tarantool DB
Paid APILinuxMac+1Choose Tarantool DB for self-hosted business systems that need in-memory data, real-time processing, replication, or Redis compatibility.
- 25
VMware Tanzu Platform
Paid APISelf-hostedWebChoose VMware Tanzu Platform if application or platform teams need a self-hosted application platform with shared governance, built-in delivery workflows, and Spring support.
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price
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