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Ranked on the record · 74 apps

Best Database Software 2026

Database software stores, organizes and retrieves application data. This list helps buyers compare hosted services, self-hosted systems and developer-focused databases for a planned project.

Compare the fields that affect fit: free plan, paid-from details, database model, deployment options, SQL support, included storage, vector search and replication support. The order is refreshed nightly, so entries can move.

01

SQLite

by SQLite

SQLite suits developers needing an embedded database, particularly for device-local data with low writer concurrency and less than a terabyte of content.

Free plan Open source From $2,000 one-time AndroidiPhone & iPadWebWindowsMacLinux+2
02

MySQL

Popular open-source database whose GPL Community Edition runs across many platforms.

WindowsMacLinux+2
Record8.5 Visit
03

Azure SQL Database

Cloud relational database service using SQL Server, with Microsoft handling operations in Azure.

AndroidiPhone & iPadWeb+4
Record8.4 Visit
04

SingleStore Helios

Cloud database service offered through APIs and self-hosted environments.

WebWindowsMac+3
Record7.9 Visit
05

Amazon DynamoDB

Serverless distributed NoSQL database with automatic table scaling and key-based indexes.

AndroidiPhone & iPadWeb+5
Record7.8 Visit
6
Firestore

Firestore suits developers building AI, web, or mobile applications that need a document database and client SDKs for Android, iOS, or web.

AndroidiPhone & iPadWeb+1 Free plan Record7.8 Visit
7
Microsoft SQL Server

SQL Server suits organizations and developers that need a database engine, data integration, or data virtualization.

WindowsLinuxAPI+1 Free plan Record7.6 Visit
8
Google Cloud SQL

Google Cloud SQL is a managed service for relational databases, accessible on the web and through APIs.

WebWindowsMac+2 $0.04 usage-based Record7.5 Visit
9
Apache Cassandra

Free open-source database for distributed deployments on major desktop and server platforms.

WebWindowsMac+3 Free plan Record7.5 Visit
10
PostgreSQL

Open-source SQL database for complex data, with JSON, XML, arrays and custom types.

WindowsMacLinux+1 Free plan Record7.4 Visit
11
Amazon RDS

Amazon RDS suits teams that want a managed relational database with multiple engine choices.

WebAPISelf-hosted Free plan Record7.4 Visit
12
IBM Db2

IBM Db2 handles transactions, real-time analytics and vector queries on Linux, Windows and the web.

WebWindowsLinux+2 $630 a month Record7.4 Visit
13
Google Cloud Spanner

Spanner suits application teams needing distributed relational data with graph, search, analytics, and multi-region options.

WebLinuxAPI+1 — Record7.3 Visit
14
TiDB Cloud

It suits teams needing a managed MySQL-compatible database for transactional and analytical workloads.

WebLinuxAPI+1 Free plan Record7.3 Visit
15
CockroachDB Cloud

CockroachDB Cloud is a database cloud service available through APIs, Linux and web environments.

WebLinuxAPI $0.60 a month Record7.3 Visit
16
InfluxDB

InfluxDB 3 may suit teams handling timestamped data for industrial operations, observability, or AI applications.

WebWindowsMac+3 $0.01 usage-based Record7.2 Visit
17
Teradata VantageCloud

Teradata VantageCloud is a platform for cloud analytics, accessible on the web and through APIs.

WebLinuxAPI+1 Free plan Record7.1 Visit
18
Amazon Aurora

AWS identifies enterprise applications, multi-tenant SaaS, and globally distributed applications as Aurora workloads.

API Free plan Record7.0 Visit
19
MariaDB Server

It suits developers and organizations seeking a self-hosted relational database for applications, analytics, transaction data, or embedded deployments.

WindowsMacLinux+1 Free plan Record7.0 Visit
20
Azure Cosmos DB for NoSQL

Azure NoSQL database service that includes vector search support.

APISelf-hosted Free plan Record6.9 Visit
21
MarkLogic

MarkLogic is a database platform available through APIs, web apps and self-hosted deployments.

WebWindowsMac+3 Free plan Record6.9 Visit
22
Neo4j

Neo4j is a self-hosted graph database platform for working with connected data.

Self-hosted $65 a month Record6.8 Visit
23 WebWindowsMac+3 $25.30 a month Record6.8 Visit
24
Exasol

Exasol is a database platform accessible on the web, through APIs, and on Linux, macOS and Windows.

WebWindowsMac+3 $3.30 a month Record6.8 Visit
25
Oracle Database

Self-hosted database platform with a no-cost trial of Oracle AI Database 26ai.

Self-hosted Free plan Record6.7 Visit

Before you choose

Start with the access model

Check the Free plan, Paid from and Free trial fields before choosing a database. Azure SQL Database, Amazon DynamoDB, Firestore, MySQL, Microsoft SQL Server and PostgreSQL show free-plan availability in their listings.

A free plan can help you begin without a paid commitment. A free trial can give a time-limited way to evaluate a paid service.

Match the deployment to your stack

Review deployment options and platform coverage for the way you build and operate software. The list includes API, Linux, self-hosted, web, Windows and macOS availability.

Choose a self-hosted option when you need to run the database in your own environment. A web or API option may suit a service managed through online tools or code.

Choose the database model

Use the Database model field to match the way your application stores data. A relational design may call for SQL support, while another project may need a different model.

Check SQL support directly in the comparison, then consider included storage and replication support for your expected workload.

Check advanced requirements

Vector search can matter for applications that work with embeddings or similarity queries. Replication support can matter when copies of data must stay available across systems.

If open-source code or licensing matters, review the maker's licence terms before you commit.

Questions

Which database tools have a free plan?
The list marks free-plan availability. Azure SQL Database, Amazon DynamoDB, Firestore, MySQL, Microsoft SQL Server and PostgreSQL are listed with a free plan.
Can I find self-hosted database software here?
Yes. Self-hosted is one of the deployment options compared, alongside web and API availability.
Does the list compare SQL support?
Yes. SQL support is one of the comparison fields, along with database model, storage, vector search and replication support.
Are free trials shown?
Yes. The list includes a Free trial field so you can distinguish trial access from a continuing free plan.
Can I compare vector search support?
Yes. Vector search is a listed comparison field for database software.