Atlas suits teams that want versioned schema and migration workflows across programming languages and CI/CD systems.
Free plan Free trial Open source From $39 a month WebWindowsMacLinuxAPISelf-hosted
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Best Database Migration Tools 2026
Facts read 29 Sep 2026 – 15 Oct 2026
Database migration tools support managing schema changes as they are prepared and applied across environments. Compare supported databases and migration formats, then look at schema diff and drift detection to understand the change-review capabilities listed. Rollback support and CI/CD automation are useful dimensions to weigh against your deployment workflow, while a self-hosted option, free-plan availability, and paid-from pricing add operational and cost considerations. The entries include Skeema, Atlas, and Bytebase Enterprise, with FluentMigrator and Alembic also named. Consider the databases your team needs to cover, how migrations fit into delivery, and which safeguards matter for reviewing or reversing changes.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Atlas | Atlas suits teams that want versioned schema and migration workflows across programming languages and CI/CD systems. | 6.3 | $39 a month | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 02 DeepFilterNet | DeepFilterNet may suit developers or audio users seeking noise suppression for 48 kHz WAV files or a real-time LADSPA plugin. | 5.4 | Free plan | Free plan | Windows, Mac, Linux, API | 15 Oct 2026 |
| 03 pgroll | It suits developers managing PostgreSQL schema changes while clients remain online. | 5.4 | Free plan | Free plan | Windows, Mac, Linux, Self-hosted | 15 Oct 2026 |
| 04 Skeema | It suits teams managing MySQL or MariaDB schemas through repository-based SQL changes. | 5.4 | $649 a year | Free plan | Windows, Mac, Linux | 29 Sep 2026 |
| 05 Bytebase Enterprise | It suits organizations that need database access controls, approvals, audit records, or dynamic data masking. | 4.8 | $20 a month | Free plan | Web, API, Self-hosted | 1 Oct 2026 |
| 06 dbmate | dbmate suits developers and teams who want SQL-based migrations across multiple languages and supported databases. | 4.8 | Free plan | Free plan | Windows, Mac, Linux, Self-hosted | 5 Oct 2026 |
| 07 FluentMigrator | FluentMigrator suits .NET developers who manage database schema changes in version-controlled C# and need migration or rollback workflows. | 4.8 | Free plan | Free plan | Windows, Mac, Linux, Self-hosted | 4 Oct 2026 |
| 08 Goose | Goose suits developers who want to manage database schema changes from a CLI or integrate migrations through a Go library. | 4.8 | Free plan | Free plan | Windows, Mac, Linux, API | 7 Oct 2026 |
| 09 Sqitch | Sqitch suits developers who want database-native change scripts and deployment tracking without tying their workflow to a specific framework or ORM. | 4.8 | Free plan | Free plan | Windows, Mac, Linux, Self-hosted | 9 Oct 2026 |
| 10 sqlx-cli | It suits Rust developers who use SQLx and need database, migration, or query-metadata commands. | 4.8 | Free plan | Free plan | Windows, Mac, Linux | 11 Oct 2026 |
02
DeepFilterNet
DeepFilterNet may suit developers or audio users seeking noise suppression for 48 kHz WAV files or a real-time LADSPA plugin.
WindowsMacLinux+2 Record5.4 Visit
03
pgroll
It suits developers managing PostgreSQL schema changes while clients remain online.
WindowsMacLinux+1 Record5.4 Visit
04
Skeema
It suits teams managing MySQL or MariaDB schemas through repository-based SQL changes.
WindowsMacLinux Record5.4 Visit
05
Bytebase Enterprise
It suits organizations that need database access controls, approvals, audit records, or dynamic data masking.
WebAPISelf-hosted Record4.8 Visit
6
dbmate
WindowsMacLinux+1 Free plan Record4.8 Visit dbmate suits developers and teams who want SQL-based migrations across multiple languages and supported databases.
7
FluentMigrator
WindowsMacLinux+1 Free plan Record4.8 Visit FluentMigrator suits .NET developers who manage database schema changes in version-controlled C# and need migration or rollback workflows.
8
Goose
WindowsMacLinux+2 Free plan Record4.8 Visit Goose suits developers who want to manage database schema changes from a CLI or integrate migrations through a Go library.
9
Sqitch
WindowsMacLinux+1 Free plan Record4.8 Visit Sqitch suits developers who want database-native change scripts and deployment tracking without tying their workflow to a specific framework or ORM.
10
sqlx-cli
WindowsMacLinux Free plan Record4.8 Visit It suits Rust developers who use SQLx and need database, migration, or query-metadata commands.
13
golang-migrate
WindowsMacLinux+1 Free plan Record4.6 Visit It suits developers who need to apply and reverse database changes from command-line workflows or Go applications.
14
db-migrate
LinuxSelf-hosted Free plan Record4.5 Visit db-migrate is for developers building Node.js applications who need to version and manage database changes.
15
Doctrine Migrations
LinuxSelf-hosted Free plan Record4.5 Visit Doctrine Migrations suits PHP developers managing database schema changes who want console-based controls for review, execution and rollback.
16
Evolve
WindowsLinux Free plan Record4.5 Visit Evolve suits developers managing SQL migrations across multiple environments, databases, and CI/CD workflows.
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