The Best Data Migration Tools in 2026
We researched data migration tools through official websites, including pricing pages, plan tables and product documentation. Products are ranked on the category’s core job, value for money and verified features such as migration modes, deployment choices, change-data capture and schema mapping.
Our top picks
-
Top ranked
Oracle GoldenGate#1 of 269.3/10Enterprise replication with real-time CDC, zero-downtime migrations, and multi-way topologies.
Free plan
-
Runner-up
9.2/10A managed AWS service for database discovery, migration, and ongoing change replication.
-
Top-ranked free plan
Azure Database Migration Service#3 of 269.1/10A focused path for online or offline database migrations into Azure.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 26 tools, best first
-
Best forEnterprises needing broad, continuous database replication
Enterprise replication with real-time CDC, zero-downtime migrations, and multi-way topologies.
- Change data capture
9.3/10★★★★★Visit GoldenGate -
Best forAWS users migrating databases with minimal downtime
A managed AWS service for database discovery, migration, and ongoing change replication.
9.2/10★★★★★Visit AWS DMS -
Best forTeams migrating databases into Azure
A focused path for online or offline database migrations into Azure.
9.1/10★★★★★Visit Microsoft -
Best forTeams needing Oracle replication and migration
A database replication tool for Oracle-focused teams managing migration and multi-way data flows.
- Change data capture
8.7/10★★★★☆Try Quest SharePlex -
Best forEnterprises replicating databases and mainframe data
Enterprise replication for continuous synchronization, recovery, mainframes, and cloud delivery.
- Change data capture
8.4/10★★★★☆Visit IBM -
Best forTeams building continuous migration pipelines
A flexible choice for continuous migrations, with cloud and self-managed deployment options.
8.3/10★★★★☆Visit Striim -
Best forEnterprises needing multi-way heterogeneous replication
A fit for enterprises that need multi-directional replication across heterogeneous systems.
- Change data capture
8.2/10★★★★☆Visit Fivetran -
Best forTeams migrating databases into Oracle Cloud
A free Oracle Cloud service for offline or minimal-downtime database migrations.
- API access
- Change data capture
8.1/10★★★★☆Visit Oracle -
Best forEnterprises migrating and transforming varied data
A broad migration and transformation toolkit with custom pricing and flexible deployment.
- Scheduled migrations
8.0/10★★★★☆Visit site -
Best forTeams converting schemas, data, and application code
A Windows toolkit for teams converting databases, data, and application code.
- Schema mapping
- Change data capture
7.9/10★★★★☆Visit Ispirer -
Best forEnterprises migrating large file and object estates
Enterprise migration control for heterogeneous NAS, cloud, and object-storage estates.
7.8/10★★★★☆Visit Komprise -
Best forEnterprises moving files and data between environments
A continuous replication platform for enterprises coordinating hybrid and multicloud data movement.
7.7/10★★★★☆Visit IBM -
Best forTeams moving file shares and object data to Azure
Free, Azure-centered file migration with scheduling, metadata preservation, and reporting.
7.6/10★★★★☆Visit Storage Mover -
Best forAWS projects converting database schemas
A free desktop tool for schema conversion and migration assessment, without continuous replication.
7.5/10★★★★☆Visit AWS SCT -
Best forTeams migrating PostgreSQL workloads to YugabyteDB
A free, open-source CLI focused on PostgreSQL migrations to YugabyteDB.
- Schema mapping
- Change data capture
7.4/10★★★★☆Visit YugabyteDB -
Best forTeams moving Oracle databases to PostgreSQL
A scriptable Oracle-to-PostgreSQL migration path, with continuous replication left external.
7.3/10★★★★☆Visit Ora2Pg -
Best forLinux users loading varied sources into PostgreSQL
A free, Linux-only CLI for repeatable migrations into PostgreSQL, without continuous replication.
7.2/10★★★★☆Visit pgloader -
Best forTeams migrating Oracle databases to PostgreSQL
A focused Oracle-to-PostgreSQL migrator with CDC, mapping, and scheduled jobs.
- Scheduled migrations
- Schema mapping
- Change data capture
7.1/10★★★★☆Visit Ispirer -
Best forSmall teams migrating MySQL or PostgreSQL
A focused option for migrating and replicating MySQL or PostgreSQL data under your control.
- Change data capture
7.0/10★★★★☆Visit DBConvert -
Best forTeams migrating relational databases to Cloud Spanner
A focused, self-hosted tool for assessing and migrating relational databases to Cloud Spanner.
- Schema mapping
6.5/10★★★☆☆Visit Google Cloud -
Best forTeams migrating databases into Kingbase
A batch migration tool for teams moving databases into Kingbase, with recovery and reporting.
- Schema mapping
6.2/10★★★☆☆Contact Kingbase -
Best forTeams adopting MySQL with built-in replication
A versatile MySQL platform for teams adopting MySQL with replication and high availability.
4.5/10★★☆☆☆Visit MySQL -
Best forMongoDB users exploring and editing data
A capable free MongoDB workspace, but not a documented database migration workflow tool.
3.8/10★★☆☆☆Try MongoDB Compass -
Best forTeams analyzing shared data without copying it
A cloud clean room for querying shared data without copying it—not a migration tool.
3.5/10★★☆☆☆Visit Google Cloud -
Best forIndividuals exporting Google account data
A free way to archive selected Google data, with manual transfer rather than migration orchestration.
- Scheduled migrations
2.0/10★☆☆☆☆Visit Google Takeout -
Best forWindows users removing selected malware
A focused post-infection cleanup tool, not a data migration product or full antivirus.
1.0/10☆☆☆☆☆Visit Microsoft
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 1 | Oracle GoldenGate | Yes | $1.34/unit usage-based | 9.3 |
| 2 | Amazon Database Migration Service | No | 9.2 | |
| 3 | Azure Database Migration Service | Yes | 9.1 | |
| 4 | Quest SharePlex | 8.7 | ||
| 5 | IBM Data Replication | No | 8.4 | |
| 6 | Striim | Yes | 8.3 | |
| 7 | Fivetran HVR | No | 8.2 | |
| 8 | OCI Database Migration | Yes | 8.1 | |
| 9 | Astera Centerprise | No | 8.0 | |
| 10 | Ispirer Toolkit | No | $269/yr | 7.9 |
| 11 | Komprise Elastic Data Migration | 7.8 | ||
| 12 | IBM Big Replicate LiveData Migrator | 7.7 | ||
| 13 | Azure Storage Mover | Yes | Free | 7.6 |
| 14 | AWS Schema Conversion Tool | Yes | Free | 7.5 |
| 15 | YugabyteDB Voyager | Yes | Free | 7.4 |
| 16 | Ora2Pg | Yes | Free | 7.3 |
| 17 | pgloader | Yes | €100/mo | 7.2 |
| 18 | Ispirer Data Migrator | No | $269/yr | 7.1 |
| 19 | DBConvert Streams | Yes | 7.0 | |
| 20 | Spanner migration tool | Yes | Free | 6.5 |
| 21 | KES DTS | 6.2 | ||
| 22 | MySQL | Yes | 4.5 | |
| 23 | MongoDB Compass | Yes | Free | 3.8 |
| 24 | BigQuery Data Clean Rooms | 3.5 | ||
| 25 | Google Takeout | Yes | Free | 2.0 |
| 26 | Windows Malicious Software Removal Tool | Yes | Free | 1.0 |
Head-to-head All 22 comparisons →
- Oracle GoldenGate vs Amazon Database Migration Service
- Oracle GoldenGate vs Azure Database Migration Service
- Oracle GoldenGate vs IBM Data Replication
- Oracle GoldenGate vs OCI Database Migration
- Amazon Database Migration Service vs Azure Database Migration Service
- Amazon Database Migration Service vs Quest SharePlex
- Amazon Database Migration Service vs IBM Data Replication
- Amazon Database Migration Service vs Striim
- Amazon Database Migration Service vs Fivetran HVR
Explore other topics All topics →
- AI Tools 303 directories · 8,269 tools ranked AI Writing Tools · AI Video Generators · Text-to-Speech Software
- Web Hosting & Domains 275 directories · 6,107 tools ranked Shared Web Hosting · Managed Cloud Hosting · Dedicated Server Hosting
- Productivity 157 directories · 4,948 tools ranked Note-Taking Apps · Calendar Apps · Project Management Software
- Marketing 135 directories · 3,977 tools ranked SEO Tools · Influencer Marketing Platforms · Email Marketing Software
- Sales & CRM 152 directories · 4,161 tools ranked Real Estate CRM Software · CRM Software · Proposal Software
- Customer Service 55 directories · 1,547 tools ranked Chatbot Builders · Knowledge Base Software · Call Center Software
How we rank data migration tools
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update