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Best Database Migration Tools in 2026

Database migration tools help manage changes to database schemas as development work moves across systems or environments. Compared on supported databases and migration format, the entries also show whether they offer schema diff, drift detection, and rollback support. CI/CD automation and a self-hosted option can help you assess fit with your workflow; free-plan availability and paid-from pricing provide access and cost context. Skeema, Atlas, and FluentMigrator are among the tools shown. Think about the databases you work with, how you want to apply changes, and which safeguards or automation capabilities your process needs.

  1. 1

    Atlas

    Free plan Open source APILinuxMac+3

    Atlas covers schema planning, migration validation, and execution, with a free core and proprietary advanced features. Consider database-driver coverage and usage-based charges when assessing Pro.

    9.3 Free plan · paid from $9/user/mo · 30-day trial Visit site
  2. 2

    DeepFilterNet

    Free plan Open source APILinuxMac+2

    DeepFilterNet offers command-line and real-time noise suppression, with a 48 kHz constraint and additional plugin latency to consider. Its training workflow is tested only on Linux.

    9.1 Open source Visit site
  3. 3

    pgroll

    Free plan Open source LinuxMacSelf-hosted+1

    pgroll provides a reversible migration workflow for PostgreSQL and keeps schema versions available during application rollout.

    8.8 Open source Visit site
  4. 4

    dbmate

    Free plan LinuxMacSelf-hosted+1

    dbmate provides migration management through a standalone CLI, with broad database and language coverage.

    7.6 Open source Visit site
  5. 5

    Bytebase Enterprise

    Free plan APISelf-hostedWeb

    Bytebase Enterprise brings approvals, masking, and audit controls together with self-hosted deployment and listed integrations.

    7.5 Pricing on request · 14-day trial Visit site
  6. 6

    FluentMigrator

    Free plan LinuxMacSelf-hosted+1

    FluentMigrator provides a code-based approach to schema changes, with rollback methods, migration tracking, and SQL preview.

    7.4 Free plan Visit site
  7. 7

    golang-migrate

    Free plan LinuxMacSelf-hosted+1

    golang-migrate offers ordered database changes through either a command-line tool or Go library, with a broad list of database drivers and migration sources.

    7.4 Open source Visit site
  8. 8

    Alembic

    Free plan Self-hosted

    Alembic provides migration scripting for SQLAlchemy projects, including schema comparison and offline SQL generation.

    7.3 Free plan Visit site
  9. 9

    Goose

    Free plan APILinuxMac+2

    Goose provides schema migration controls in both a CLI and a library, with a broad documented driver list.

    7.3 Open source Visit site
  10. 10

    Liquibase

    Free plan APIExtensionLinux+3

    Choose Liquibase if your team needs schema change management for CI/CD and values governance, drift detection, or rollback controls.

    7.3 Free plan Visit site
  11. 11

    db-migrate

    Free plan LinuxSelf-hosted

    db-migrate provides command-line migration management for several databases, with rollback support and configurable environments.

    7.2 Open source Visit site
  12. 12

    Doctrine Migrations

    Free plan LinuxSelf-hosted

    Choose Doctrine Migrations if you need a free PHP library for versioning schema changes, reviewing generated SQL, and controlling migration execution or rollback.

    7.2 Free plan Visit site
  13. 13

    DbUp

    Free plan Self-hosted

    DbUp provides script tracking and upgrade checks alongside flexible sources and transaction choices.

    7.1 Free plan Visit site
  14. 14

    Evolve

    Free plan LinuxWindows

    Choose Evolve if you want a free SQL migration tool that can run as a .NET library, tool, or standalone CLI.

    7.1 Open source Visit site
  15. 15

    Refinery

    Free plan LinuxMacSelf-hosted+1

    Refinery offers Rust projects migration tracking, transaction handling, and embedded or command-line execution.

    7.1 Open source Visit site
  16. 16

    migrate-mongo

    Free plan LinuxSelf-hosted

    Choose migrate-mongo if your Node.js project needs code-based MongoDB migrations with status tracking and rollback functions.

    7.0 Open source Visit site
  17. 17

    Sqitch

    Free plan LinuxMacSelf-hosted+1

    Sqitch offers a standalone way to plan and manage database changes, including verification and rollback.

    7.0 Open source Visit site
  18. 18

    pt-online-schema-change

    Free plan LinuxSelf-hosted

    pt-online-schema-change provides a chunked approach to MySQL table replacement with load and replica checks.

    6.9 Free plan Visit site
  19. 19

    Skeema

    Free plan LinuxMacWindows

    Skeema focuses on schema changes and drift management for MySQL and MariaDB environments. Check the plan’s database coverage and the stated limits before choosing an edition.

    6.9 Free plan · paid from $124/mo Visit site
  20. 20

    SchemaHero

    Free plan LinuxMacSelf-hosted+2

    SchemaHero offers a declarative plan-and-apply workflow across several database engines, with options for CI and Kubernetes use.

    6.8 Free plan Visit site
  21. 21

    sqlx-cli

    Free plan LinuxMacWindows

    sqlx-cli covers database setup, migration workflows, and query-metadata preparation in one command-line utility. Its documented database support excludes MSSQL.

    6.8 Open source Visit site
  22. 22

    node-pg-migrate

    Free plan APISelf-hosted

    node-pg-migrate provides a focused PostgreSQL migration workflow with several deployment safeguards.

    6.7 Open source Visit site
  23. 23

    Phinx

    Free plan Self-hosted

    Phinx provides migration and seeding workflows without requiring an ORM or framework.

    6.7 Free plan Visit site
  24. 24

    Ridgepole

    Free plan Self-hosted

    Ridgepole offers code-based schema comparison and updates, with a dry-run preview and support examples for MySQL and PostgreSQL. Check its database and migration constraints before adopting it.

    6.6 Open source Visit site
  25. 25

    pg-schema-diff

    Free plan Self-hosted

    Choose pg-schema-diff if you need a free, self-hosted way to compare Postgres schemas and create SQL migration plans.

    6.5 Free plan Visit site

#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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