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Ranked chart · Analytics & Data

Best Database Software in 2026

Database software choices depend on how your data is structured, where the system runs, and the capabilities your workload needs. Compared on database model and deployment options, the entries also cover SQL support, replication support, and vector search. Included storage can inform capacity planning, while free-plan availability and paid-from pricing provide cost context. MySQL, SQLite, and Amazon DynamoDB are…

74 appsSorted 25 Oct 2026How we rank
19.3
SQLite logo

SQLite is a transactional SQL database engine that runs inside an application, without a separate server process or configuration.

Free planOpen sourceAndroidiOSWeb
Free plan
28.8
Firestore logo

Firestore is a managed, serverless document database for AI, web, and mobile applications.

Free planAndroidiOSWeb
$0.03 usage-based
38.7
MySQL logo

MySQL is an open-source database for web, e-commerce, SaaS, and online transaction processing applications.

Free planAPILinuxmacOS
Free plan
  1. 4

    SingleStore Helios

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

    Free planWebAPILinuxmacOS
    8.7Free plan
  2. 5TiDB Cloud logo

    TiDB Cloud

    TiDB Cloud is a managed cloud database service built around an open-source distributed SQL database with MySQL compatibility.

    Free planOpen sourceWebAPILinuxSelf-hosted
    8.7Free plan
  3. 6

    CrateDB

    CrateDB is a database for real-time analytics on live operational data.

    Free planOpen sourceWebAPILinuxmacOS
    8.7Free plan
  4. 7Chroma logo

    Chroma

    Chroma is open-source data infrastructure for AI that stores embeddings and metadata and supports search and retrieval across text, images, and other modalities.

    Free planOpen sourceAndroidiOSWebAPI
    8.7From $250 a month
  5. 8Vespa logo

    Vespa

    Vespa is an AI search platform for online, data-driven applications, combining retrieval, ranking, machine-learning inference, and real-time serving.

    Open sourceWebAPILinuxmacOS
    8.6
  6. 9Amazon DynamoDB logo

    Amazon DynamoDB

    Amazon DynamoDB is a cloud-based, fully managed NoSQL database for applications that need single-digit millisecond performance at any scale, according to AWS.

    Free planAndroidiOSWebAPI
    8.5Free plan
  7. 10Azure SQL Database logo

    Azure SQL Database

    Azure SQL Database is a cloud-native relational database service built on the SQL Server engine and delivered as a fully managed PaaS.

    Free planAndroidiOSWebAPI
    8.4Free plan
  8. 11ClickHouse Cloud logo

    ClickHouse Cloud

    ClickHouse Cloud is a managed service for real-time analytics, observability, and AI-powered data applications.

    Open sourceWebAPILinuxmacOS
    8.4From $25.30 a month
  9. 12Amazon Timestream logo

    Amazon Timestream

    Amazon Timestream is a managed time-series database service for workloads from low-latency queries to large-scale data ingestion.

    Free planWebAPILinuxmacOS
    8.4Free plan
  10. 13Exasol logo

    Exasol

    Exasol is a database for organizations running analytics and high-concurrency AI workloads.

    Free planWebAPILinuxmacOS
    8.4From $3.30 a month
  11. 14HSQLDB logo

    HSQLDB

    HSQLDB is a Java-based relational database engine with in-memory and disk-based tables, available in embedded and server modes.

    Free planOpen sourceAPILinuxmacOSSelf-hosted
    8.4From $100 a year
  12. 15Apache Cassandra logo

    Apache Cassandra

    Apache Cassandra is an open-source NoSQL distributed database for mission-critical data and large active datasets.

    Free planOpen sourceWebAPILinuxmacOS
    8.3Free plan
  13. 16ArcadeDB logo

    ArcadeDB

    ArcadeDB is an open-source database that stores graph, document, key-value, full-text search, vector, and time-series data in one engine.

    Free planOpen sourceWebAPILinuxmacOS
    8.3From $19.99 a month
  14. 17Apache IoTDB logo

    Apache IoTDB

    Apache IoTDB is an open-source industrial time-series database for collecting, storing, managing, and analyzing IoT data across edge and cloud environments.

    Free planOpen sourceWebAPILinuxmacOS
    8.2Free plan
  15. 18Aerospike Database logo

    Aerospike Database

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

    Free planOpen sourceWebAPILinuxmacOS
    8.1Free plan
  16. 19MarkLogic logo

    MarkLogic

    Free planWebAPILinuxmacOS
    8.0Free plan
  17. 20IBM Db2 logo

    IBM Db2

    Free planWebAPILinuxSelf-hosted
    8.0From $630 a month
  18. 21InfluxDB logo

    InfluxDB

    InfluxDB is a time series database and platform for high-frequency data recorded with timestamps.

    Free planWebAPILinuxmacOS
    7.9$0.01 usage-based
  19. 22

    Turso

    Free planAndroidiOSWebAPI
    7.9$4.99 usage-based
  20. 23Pinecone logo

    Pinecone

    Pinecone is a fully managed vector database for AI workloads, available through web and API access.

    Free planWebAPILinuxmacOS
    7.9From $20 a month
  21. 24Amazon RDS logo

    Amazon RDS

    Amazon RDS is a managed relational database service that automates provisioning, patching, backups, and scaling.

    Free planWebAPISelf-hosted
    7.8Free plan
  22. 25

    Teradata VantageCloud

    Teradata VantageCloud is Teradata’s managed cloud deployment for production AI, analytics, lakehouse, and agentic AI workloads.

    Free planWebAPILinuxSelf-hosted
    7.8$1.50 one-time

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