Best Database Migration Products in 2026

Database schema change management and release automation solution.

Key Liquibase features:

Version Control Integration Database Agnostic Automated Change Management Change History Tracking

GhostMyData continuously scans 1,500+ data brokers, removes your exposed data, and automatically re-removes it when brokers re-collect. Free scan, no credit card.

Key GhostMyData features:

Data Broker Coverage CCPA Legal Requests Removal Verification Continuous Monitoring

Try for free freemium $119.88 / Annually Sponsored

Flyway is a database migration tool.

Key Flyway features:

Database Versioning Ease of Use Script-based Migrations Idempotence

Open Source

Database migration tool for .NET and .NET Core. Inspired by Flyway.

Key Evolve (database migration) features:

Open Source Cross Platform Versioned Migrations Integration with .NET

Database governance built for humans and agents — controlling changes and access across every major database.

Key Bytebase features:

Database Change Management GitOps for Database Changes SQL Review Database Access Control

Open Source freemium

ATMigrator is an Airtable to PostgreSQL migration tool. It converts Airtable linked records into native PostgreSQL foreign keys, and recreates formulas, rollups, and lookups as live SQL views.

Key ATMigrator features:

Linked Records to Foreign Keys Formula to SQL Conversion Attachment Migration Zero Data Retention

freemium

One AI Platform to move data across ITSM, help desk and CRM platforms like Freshworks, ServiceNow and Salesforce, with every record, relationship and attachment intact.

iBEAM O2PIMS accelerates Oracle Database to PostgreSQL migration with GenAI, reducing manual effort and ensuring faster, more accurate, and cost-effective database transitions for scalable growth.

Key iBEAM O2PIMS features:

Automated Migration Process Cost Reduction Specialized Migration Expertise Reduced Migration Risk

Stop writing database changes scripts. Start declaring state.

Key SchemaSmith features:

State-based declarative approach Reverse-engineering of existing databases Source-control and CI/CD friendly Free community offering

Open Source free

Data migration tool for Windows: migrate, synchronize, compare and export data across eight database engines, with a GUI and an automation-ready CLI.

Key dbSlice.net features:

Cross-database sync Compare and mask Send Data and CLI jobs

freemium $89.99 / One-off (Pro Desktop, perpetual license)

Desktop database migration, synchronization, and distribution across 30+ database types.

Key DBConvert Studio features:

Versatile Database Support Bi-directional Synchronization Data Transformation User-Friendly Interface

paid Free Trial $599 / One-off

Help Desk Migration is a unique service that allows to move data from one help desk system to another easily and quickly.

Key Help Desk Migration features:

Ease of Use Automation Diverse Platform Support Comprehensive Data Migration

A totally free migration tool.

Key Airtable-to-PostgreSQL Migration Tool features:

Ease of Use Time-Saving Data Integrity Customization Options

Use Redgate SQL Data Compare to compare and synchronize static, lookup, and reference data in your SQL Server database - try it free.

Key Redgate SQL Data Compare features:

Ease of Use Time Efficiency Comprehensive Comparison Automation Capabilities