10 Best Salesforce Data Migration Tools 2022

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To get data uploaded correctly to a Salesforce instance, the Salesforce Data Migration process requires a great deal of planning and sincere effort.

Do you have any plans for salesforce data migration or integration? To get data uploaded correctly to a Salesforce instance, the Salesforce Data Migration process requires a great deal of planning and sincere effort. You might wonder how well you plan to migrate and integrate data.

Unless you choose a robust salesforce data migration tool for data migration, you won’t be able to simplify your processes. Because of this, it is crucial to implement a salesforce ETL tool that can automate your business processes and deliver the intended results.

These top 10 salesforce data migration ETL tools help users ensure that the information on their systems is always secure and up-to-date.

Top 10 Salesforce Data Migration Tools in 2022

1. IsyncSF salesforce migration tool

The data migration tool developed by Isyncsf migrates salesforce data effortlessly. After the migration, there is a common error of having dirty data on the destination system. There are no such cases with this data migration tool.

Key features

  • Organizes migration data beautifully
  • Handles complex data problems
  • Provides attachment and file support for both salesforce versions
  • Provides detailed login and data masking
  • Custom callbacks available
  • Metadata management has an easy learning curve

2. Apex Data Loader

It is a free salesforce data migration tool used primarily by developers, administrators, and consultants to migrate Salesforce data.

You need to download and install the application locally on your computer. Its biggest weakness is that it only supports CSV files for import, and the options to transform them are very limited.

Key Features:

  • For data insight, it generates two reports for each operation: success and failure.
  • The Automap button considerably speeds up the field mapping job.
  • Mass Delete feature that works on all tables and unlimited records.
  • Salesforce users can use this app for free.

3. Jitterbit Data Loader

The Jitterbit Data Loader is a free, open-source ETL tool that is available on the Salesforce AppExchange from Jitterbit. Harmony Cloud platform offers full integration with this data pipeline tool.

Its feature-rich GUI makes it easy to import data without any coding into Salesforce, FTP, and a few databases such as Oracle, SQL Server, and MySQL. It also allows you to schedule uploads into Salesforce every day, every week, or every month.

Key Features:

  • It’s a freemium Salesforce data migration ETL tool.
  • It is limited in its functionality as a free version.
  • It continuously maintains backups of your data in the cloud.
  • Managing this app is quick and easy thanks to the wizard-based GUI.

4. Progress Data Direct

ETL tool Progress Data Direct offers a highly effective and reliable data migration engine that integrates industry-standard and modern interfaces to ensure superior data integration between Salesforce and other applications.

Key Features:

  • The tool is highly efficient and simple to use.
  • It offers a highly effective and reliable data migration tool.
  • A single connector connects Salesforce across all applications for improving performance.
  • Without modification of application code, the driver can be configured to load tactical and strategic data.

5. Starfish ETL

Data migration challenges can now be overcome with ease, flexibility, power, and precision. A Starfish ETL tool can accomplish data movement seamlessly and in a fast-paced manner. By doing so, you will ensure that the transformed data will be compatible when it is migrated to the new platform.

Key Features:

  • Starfish ETL works fast, is flexible and powerful.
  • Integrates data from many sources and connects to nearly any database.
  • It uses predefined data maps, which can be customized.
  • It can perform tasks like data type conversion and duplicate checks.

6. Talend Open Studio

It is a multiplatform product with an open architecture that allows users to easily overcome migration challenges and easily integrate different applications. Big data, Integrating data, applications integration, etc., is quite simple with it.

Key Features:

  • It simplifies ETL processes for large-scale and multi-data set environments.
  • It ensures the integrity and precision of the data during migrations.
  • It provides integration and ease of data management.
  • Eclipse IDE serves as its base platform.

7. Midas

A powerful cloud-based salesforce data migration tool, which enables seamless integration with Salesforce.com, SAP, Oracle E-Business Suite, and other ERP systems, as well as MySQL databases. It reduces the time, cost, and complexity associated with implementation. This tool is ideal for big data stacks since it has the power to process large volumes of data with ease in the cloud.

Key Features:

  • It makes the migration process very simple.
  • Integrated with Oracle E-Business Suite and SAP
  • It allows seamless integration with other enterprise resource planning systems.
  • It reduces the time and effort required for implementation.

8. Apatar

Aptar offers a set of advanced Salesforce ETL toolsets that integrate seamlessly with almost every third-party application and database. Using the intuitive interface, sophisticated integration tasks can be accomplished without writing any code or designing anything. This suite creates native SQL on its own.

Key Features:

  • Apatar can handle data from multiple files and sources with a small memory footprint and CPU consumption.
  •  installation is incredibly quick, takes only seconds.
  •  Logging runs and errors help diagnose and troubleshoot problems easily.
  • Apatar Community Edition is a free and  fully-functional

9. MassEffect

When migrating Salesforce data, MassEffect provides excellent ETL capabilities. It supports imports and exports of advanced files including CSV, MDB, and UDL, among many other functions such as the ability to display international characters.

Key Features:

  • The graphical interface makes it easy to work with data integration, data quality, master data management and improves productivity significantly.
  • It provides basic mass editing support, as well as integrated error handling.

10. Xplenty

The Xplenty is among the top Salesforce data migration tool that provides visually-simple pipelines that automate data flows, no matter what the source or destination. The company has developed powerful tools for cleaning, normalizing, and transforming data on its platform while ensuring compliance with regulatory requirements.

Key Features:

  • BI preparation and data centralization.
  • Integration of data from internal databases and data warehouses.
  • This is the only tool that can do Salesforce to Salesforce data transfer.
  • Xplenty includes a connector for Rest APIs so data can be accessed using Rest APIs.

Additional Mention


Dataloader.io is an ETL tool for automating the process of pulling Salesforce data. If you have an account with Salesforce, simply sign in using your Salesforce credentials via dataloader.io. Salesforce users aren’t free to use dataloader.io.

Key Features:

  • New features such as searching fields both by ID and by name,
  • Simplify the process of mapping fields.
  • Dataloader.io has is a separate paid service that must be paid for.

Final Thought

So, we’ve taken a detailed look at a variety of Salesforce Data Migration tools available on the market. In today’s business environment, Salesforce ETL tools play a huge role in identifying the simplest way of extracting, transforming, and loading data.