The Best Multimodel Databases in 2026
We researched multimodel databases from official websites, including pricing pages, plan tables, and product documentation. Rankings reflect each product’s core multimodel job, value for money, and verified features so buyers can compare the right database options.
Our top picks
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Top ranked
MarkLogic#1 of 269.2/10A broad enterprise database for teams managing connected, varied data types.
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Runner-up
Google Cloud Spanner#2 of 269.1/10A strong fit for globally consistent SQL workloads that also need search and graph capabilities.
90-day trial
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Top-ranked free plan
Amazon DynamoDB#3 of 269.0/10A managed AWS database for scalable key-value and document workloads.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 26 tools, best first
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Best forEnterprises needing deep multimodel governance
A broad enterprise database for teams managing connected, varied data types.
- Graph querying
- Multi-region support
- SQL support
9.2/10★★★★★Visit MarkLogic -
Best forGlobally consistent SQL teams needing extra search models
A strong fit for globally consistent SQL workloads that also need search and graph capabilities.
9.1/10★★★★★Visit Google Cloud -
Best forServerless AWS key-value and document applications
A managed AWS database for scalable key-value and document workloads.
9.0/10★★★★☆Visit DynamoDB -
Best forTeams needing document, key-value, search, and vector
A broad multimodel database for teams combining documents, key-value, search, and vectors.
- Vector search
8.9/10★★★★☆Visit Couchbase -
Best forManaged JSON applications on Microsoft Azure
A flexible Azure database for managed JSON workloads and globally distributed applications.
- Vector search
Free plan · 30-day trial Our Azure Cosmos DB for NoSQL verdict → Visit AzureFor vendors Sponsor this spot · #5 · $59/mo →8.8/10★★★★☆Visit Azure -
Best forDistributed key-value, document, and graph systems
A broad multimodel database with flexible deployment and a free cluster option.
8.7/10★★★★☆Visit Aerospike -
Best forManaged wide-table workloads across regions
A managed wide-table service for distributed, multi-region workloads with multiple access models.
- Multi-region support
8.6/10★★★★☆Visit Alibaba Cloud -
Best forOpen-source distributed SQL and key-value workloads
A flexible open-source choice for distributed SQL, key-value, and table workloads.
8.5/10★★★★☆Visit Apache Ignite -
Best forManaged distributed SQL with flexible consumption
A flexible managed SQL service with usage-based pricing and production-grade options.
8.4/10★★★★☆Visit SingleStore -
Best forLow-cost cloud key-value and document deployments
A flexible Oracle database for low-cost, scalable cloud deployments.
8.3/10★★★★☆Visit Oracle NoSQL -
Best forSQL-centric multimodel analytics and ingestion
A SQL-centric multimodel database for real-time ingestion, search, and analytics.
8.2/10★★★★☆Visit CrateDB -
Best forModern teams building document-graph-vector applications
A flexible multimodel database for applications combining documents, relationships, and search.
- Vector search
8.1/10★★★★☆Visit SurrealDB -
Best forDocument teams needing search, vectors, and replication
A document database with vectors, transactions, replication, and managed cloud deployment.
- Vector search
8.0/10★★★★☆Visit RavenDB -
Best forGraph-and-vector workloads with strong reasoning
A broad graph-and-vector database for reasoning-heavy knowledge applications.
- Graph querying
- Multi-region support
- Vector search
7.9/10★★★★☆Visit AllegroGraph -
Best forEnterprise SQL systems needing JSON and HA
A broad enterprise SQL platform for JSON workloads, high availability, and integration.
7.8/10★★★★☆Visit InterSystems -
Best forTeams managing distributed PostgreSQL-compatible clusters
A broad operations layer for PostgreSQL- and Cassandra-compatible YugabyteDB deployments.
7.7/10★★★★☆Visit YugabyteDB -
Best forSelf-hosted in-memory key-value and table systems
A self-hosted Tarantool database for real-time key-value, table, and document workloads.
7.6/10★★★★☆Visit Tarantool DB -
Best forSQL and RDF teams needing open-source flexibility
A broad open-source choice for teams combining SQL, RDF, graph, and federated data.
- Graph querying
- SQL support
7.5/10★★★★☆Visit site -
Best forRedis teams needing a free visual administration tool
A broad, free Redis administration tool, but not a multimodel database.
7.4/10★★★★☆Visit Redis Insight -
Best forTeams needing a broad multimodel stack
A broad open-source database engine for teams consolidating varied data models.
- Vector search
7.4/10★★★★☆Visit ArcadeDB -
Best forOpen-source graph-and-document applications
A self-hosted database for applications that need graph traversal and document storage.
7.3/10★★★★☆Visit OrientDB -
Best forComplex geospatial and graph-heavy deployments
A broad enterprise platform for complex geospatial, graph, and operational data workflows.
- Graph querying
- Multi-region support
- SQL support
7.2/10★★★★☆Visit MapLarge -
Best forDevelopers wanting a lightweight open-source multimodel DB
A flexible self-hosted database for developers building EmbeddedOS applications.
- Graph querying
- SQL support
7.1/10★★★★☆Visit eDB -
Best forEmbedded systems combining SQL, JSON, and key-value
A multimodel engine for embedded systems that need SQL, JSON, and key-value access.
- Multi-region support
- SQL support
7.0/10★★★★☆Visit FairCom DB -
Best forHigh-throughput time-series and streaming systems
A focused choice for high-throughput time-series storage, streaming, and analytics.
- SQL support
6.9/10★★★☆☆Visit DolphinDB -
Best forMultidimensional geospatial array workloads
A specialized, self-hosted database for querying multidimensional raster and array data.
- SQL support
6.8/10★★★☆☆Visit rasdaman
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 1 | MarkLogic | No | 9.2 | |
| 2 | Google Cloud Spanner | No | 9.1 | |
| 3 | Amazon DynamoDB | Yes | 9.0 | |
| 4 | Couchbase Server | Yes | 8.9 | |
| 5 | Azure Cosmos DB for NoSQL | Yes | 8.8 | |
| 6 | Aerospike Database | Yes | 8.7 | |
| 7 | Alibaba Cloud Lindorm | 8.6 | ||
| 8 | Apache Ignite | Free | 8.5 | |
| 9 | SingleStore Helios | Yes | $0.99 usage-based | 8.4 |
| 10 | Oracle NoSQL Database | Yes | $0.0064/unit/mo | 8.3 |
| 11 | CrateDB | Yes | 8.2 | |
| 12 | SurrealDB | Yes | $0.19/unit usage-based | 8.1 |
| 13 | RavenDB | Yes | 8.0 | |
| 14 | AllegroGraph | Yes | 7.9 | |
| 15 | InterSystems IRIS | No | 7.8 | |
| 16 | YugabyteDB Anywhere | No | 7.7 | |
| 17 | Tarantool DB | 7.6 | ||
| 18 | OpenLink Virtuoso | Free | 7.5 | |
| 19 | Redis Insight | Yes | Free | 7.4 |
| 20 | ArcadeDB | Yes | $19.99/unit/mo | 7.4 |
| 21 | OrientDB | Yes | Free | 7.3 |
| 22 | MapLarge | 7.2 | ||
| 23 | eDB | Yes | Free | 7.1 |
| 24 | FairCom DB | 7.0 | ||
| 25 | DolphinDB | Yes | Free | 6.9 |
| 26 | rasdaman | Yes | 6.8 |
Head-to-head All 21 comparisons →
- MarkLogic vs Google Cloud Spanner
- MarkLogic vs Amazon DynamoDB
- MarkLogic vs Couchbase Server
- MarkLogic vs Azure Cosmos DB for NoSQL
- MarkLogic vs Aerospike Database
- MarkLogic vs Alibaba Cloud Lindorm
- MarkLogic vs Apache Ignite
- Google Cloud Spanner vs Amazon DynamoDB
- Google Cloud Spanner vs Couchbase Server
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How we rank multimodel databases
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update