Best Data Migration Tools 2024: for trouble-free data transfers

a software used to transfer data from one data source to another.

Transferring your data from one PC to another can be a daunting task if you’re unfamiliar with the process. Whether you use your computer for work or at home, the thought of moving all your files, folders, settings, and programs to a new computer can be overwhelming. The worry is made worse by the fact that data could be lost. Lucky for you, there are great tools to help you move your data that make the process simple and easy. You can use the best data migration tools to do many different things, like move data for security reasons, make backups, or switch to a newer operating system.

Each software package has its own way of moving data. Some tools compress hard drives well so that they can fit on faster SSD drives, and others clone whole operating systems so that you don’t have to reinstall apps. When looking for the best data migration tool for your needs, it’s important to find a solution that fits your exact needs. By using these tools, you can move your data without worrying about losing it or running into trouble. Below we have mentioned the best data migration tools.

Importance of Data Migration in Modern Businesses

Data migration is an important part of running a business in the 21st century for a number of reasons. Here are some of the most important reasons why data migration is so important:

Upgrades to technology: As businesses adopt new technologies, like upgrading to modern enterprise systems or moving to cloud-based solutions, they need to move their data. It involves moving data from old systems to new platforms, making sure that everything stays the same, and taking advantage of the benefits of new technology.

Business Process Optimization: Data migration gives businesses a chance to look at their current processes and make them better. Organizations often look at their data structures, workflows, and business rules again during the migration process. This lets them simplify their operations, get rid of unnecessary steps, and improve their overall efficiency.

Data consolidation: Over time, many organizations build up a lot of data in different systems, programs, and databases. Data migration allows businesses to consolidate and integrate this disparate data into a central repository. Centralization makes data easier to find, makes reporting and analysis easier, and helps everyone in the organization see the same information.

Factors to Consider Before Choosing a Data Migration Tool

There are a few important things to think about when picking a data migration tool. Here are some important things to remember:

Compatibility between the source and destination data systems: Make sure that the migration tool works with both the source and destination data systems. Check to see if it works with different types of databases, file formats, cloud platforms, and any other data sources and destinations you might need.

Data Volume and Scalability: Think about how big your project to move data will be. Some tools may work better with smaller amounts of data, while others are made to handle large-scale migrations well. Make sure the tool can handle the amount of data you have now and can grow as your needs do.

Data Integrity and Security: It is very important that data is correct and safe. The migration tool should have ways to make sure that the data being moved is correct and consistent. Look for things like data validation, handling of errors, and encryption to keep sensitive information safe during the migration process.

Best Data Migration Tools Comparison Table

Data migration is an important step for businesses that want to move their valuable information without any problems. There are now a lot of data migration tools that can help with this task and offer efficient and reliable solutions. This comparison table gives a full look at the best data migration tools on the market. Each tool has been judged on how fast it transfers data, how well it works with different systems, how easy it is to use, how safe it is, and how much it costs.

FeatureHevo DataFivetranMatillionStitch DataAWS Data Pipeline
Data IntegrationYesYesYesYesYes
Data SourcesMultipleMultipleMultipleMultipleMultiple
Real-time DataYesYesLimitedLimitedNo
Cloud SupportAWS, GCP, AzureAWS, GCP, AzureAWS, GCP, AzureAWS, GCP, AzureAWS
User InterfaceYesYesYesYesYes
Data GovernanceYesYesLimitedLimitedLimited
API IntegrationYesYesYesYesYes
Customer Support24/724/724/7LimitedLimited
Official LinkVisit WebsiteVisit WebsiteVisit WebsiteVisit WebsiteVisit Website

Hevo Data

Best Data Migration Tools


  • Real-time data integration and migration
  • Easy for people to use
  • Support for various data sources and destinations
  • Auto-detection and mapping of schemas

Hevo lets you copy data in almost real time from more than 150 sources to any destination you want, such as Snowflake, BigQuery, Redshift, Databricks, and Firebolt. Without having to write any code. It’s easier to find patterns and chances when you don’t have to worry about keeping the pipelines running. So, if you use Hevo as the platform for your data pipeline, you won’t have to worry about maintenance.

Hevo makes sure that no data is lost even when things go wrong. Hevo also lets you keep an eye on your workflow, so you can find the root cause of a problem and fix it before it stops the whole workflow. When you add customer service that is available 24 hours a day, 7 days a week, you have a reliable tool that puts you in charge and gives you more visibility. Still, this is one of the best data migration tools you can consider now.


  • The interface is easy to use, and setting it up is simple.
  • Supports integrating and migrating data in real time.
  • Provides connectors for various data sources and destinations.
  • Provides the ability to change and improve data.


  • Compared to other tools, you can’t change it as much.
  • Prices are higher than those of some competitors.
  • Not all niche data sources or destinations may be supported.


Best Data Migration Tools


  • Fully managed data pipeline
  • Connectors for a wide range of data sources
  • Data synchronization and transformation that is done automatically
  • Data validation and error handling

Fivetran’s automated Data Integration is built on an ELT architecture that is fully managed. Its idempotent core architecture makes it resistant to data duplication and failure while reducing the amount of work that needs to be done. Fivetran eliminates user maintenance and ensures 99.9% uptime.

Prices for Fivetran are based on credits. Credits are worth something based on how many MARs a customer actually used in a billing period and the MAR threshold, which is shown in the Service Consumption Table. Overall, this is one of the best data migration tools you can consider now.


  • Excellent data replication and sync capabilities.
  • Connectors for a wide range of popular data sources.
  • Automated data pipeline setup and maintenance.
  • Processing data that can grow and works well.


  • Only a few custom data sources can be used.
  • For large-scale data migration, prices can be high.
  • Few options for changing data and adding to it.


Best Data Migration Tools


  • ETL (Extract, Transform, Load) tools for cloud data warehouses
  • Visual interface for changing data without writing code
  • Support for multiple data sources and destinations
  • Advanced data transformation capabilities

Matillion is a Cloud-based ETL platform that lets you move, extract, and change your data in the Cloud. This makes your data journey possible. This lets you learn something new and make better choices. Currently, this is one of the best data migration tools you can consider now.

New customers can try Matillion for free for 14 days. Its price plans depend on the platform that the Data Warehouse of the customer runs on. It charges an hourly rate based on the size of the instance that the customer is running. Besides this, it also has plans for billing once a year.


  • The ability to change data in powerful ways.
  • There are built-in connections to the most popular cloud data warehouses.
  • Data pipelines can be designed and managed with the help of a visual interface.
  • Processes data both in batches and as it comes in.


  • Compared to some other tools, it is harder to learn.
  • For complex changes, you may need to know how to code.
  • Costs go up for projects that move a lot of data.

Stitch Data

Best Data Migration Tools


  • Simple and scalable data pipeline
  • Many different data sources can be linked.
  • Automatic loading and taking out of data
  • Keeping an eye on data pipelines and sending out alerts

Stitch Data is a Cloud-based ETL platform that lets you quickly move data from A to B without having to write any code. This lets you focus on getting insights from your data that you can use to grow your business. Stitch Data has pricing plans that can be changed to fit the needs and budgets of a wide range of company sizes. New customers can try Stitch Data for free for 14 days.

Its standard plans cost between $100 and $1250 per month, depending on how many rows (millions) are needed. When a customer signs up for an annual plan, they get a discount. The Enterprise plans are made for bigger businesses that have specific needs. Depending on what you need, you will be charged the right amount. Thus, this is one of the best data migration tools you can consider now.


  • Setting up and configuring is easy.
  • Helps a lot of different data sources and destinations.
  • It lets you replicate data both in batches and in real time.
  • Offers strong monitoring and warning tools.


  • Limited data transformation capabilities.
  • Large amounts of data may sometimes cause performance problems.
  • Pricing can be higher for businesses that need a lot of data.

AWS Data Pipeline

Best Data Migration Tools


  • A fully managed service for coordinating the flow of data
  • Connecting to different AWS services
  • Schedule changes and managing resources
  • Supports data sources on-site and in the cloud

Amazon Web Services (AWS) has many tools for working with cloud data. AWS Data Pipeline focuses on data transfer. AWS Glue is another important AWS tool that helps move data from sources to places where it can be used for analytics. ETL is the main focus of AWS Glue. AWS Data Pipeline has different pricing plans based on how often your preconditions and activities are set to run and whether they run on AWS or on-premises. Overall, this is one of the best data migration tools you can consider now.


  • Integration with other AWS services is smooth.
  • Infrastructure for processing data that is scalable and reliable.
  • Helps a lot of different data sources and destinations.
  • Schedules and checks can be done in a variety of ways.


  • Needs to know how the AWS ecosystem and services work.
  • There isn’t much help for data sources that aren’t AWS.
  • For new users, advanced configurations can be hard to understand.

Tips for a Smooth Data Migration Process

Data migration is a complicated process that involves moving data from one system or storage location to another. It’s important to carefully plan and carry out the migration to make sure it goes smoothly. Here are some tips that will help you move your data successfully:

Set very clear goals: Set clear goals and objectives for your move. Find out what data you need to move, what you want to happen, and if there are any restrictions.

Assess your current data: Do a thorough analysis of the data you already have. Find out about the quality, consistency, and usefulness of the data. Find any data that is duplicated, out of date, or not important enough to keep.

Plan your strategy for moving: Create a detailed plan for moving that includes the steps, timeline, and resources that will be needed. Think about things like the amount of data, the dependencies, the need for downtime, and the effect on users. If you need to, divide the process into steps that are easier to handle.

Back up your data. Before you start the migration, make sure you have a full copy of all your data backed up. This is important if you don’t want to lose data or have it get messed up during the migration process.

Validate and clean the data. Before the migration, you should validate and clean the data to make sure it is correct and complete. Fix any data inconsistencies, errors, or duplicates. This will help make sure that your data in the new system is as good as it can be.


What is Azure data migration Tool?

Azure Database Migration Service is a tool that helps you move your database to Azure in a way that is easy, guided, and automated. Move your data, schema, and objects from different sources to the cloud easily and in large numbers.

What is the ETL migration process?

ETL stands for “Extract, Transform, and Load.” This is a process used to gather data from different sources, change the data based on business rules and requirements, and load the information into a target storage, most likely a data warehouse.

Editorial Staff
Editorial Staff
The Bollyinside editorial staff is made up of tech experts with more than 10 years of experience Led by Sumit Chauhan. We started in 2014 and now Bollyinside is a leading tech resource, offering everything from product reviews and tech guides to marketing tips. Think of us as your go-to tech encyclopedia!


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