Summary IconKey Takeaway

A Salesforce ETL tool helps you move data from Salesforce to other systems or warehouses, transform it to match business needs, and keep your data accurate and consistent. The right tool depends on your data volume, technical expertise, use case, and budget.

Fully Managed No-Code Platform:

  • Hevo Data is best for fully managed, real-time Salesforce pipelines with zero infrastructure overhead

Native and Simple Tools:

  • Salesforce Data Loader is best for free, one-time bulk migrations and large data exports directly from Salesforce
  • Dataloader.io is best for teams needing a browser-based, scheduled alternative to Data Loader without desktop installation

Enterprise ETL/ELT Tools:

Informatica and MuleSoft offer advanced data quality, governance, and API-led Salesforce integration for large enterprises

Fivetran and Matillion deliver automated, zero-maintenance pipelines optimized for cloud data warehouses

Talend is purpose-built for complex transformations and data quality workflows on Salesforce data

Skyvia and Workato offer visual, easy-to-use Salesforce ETL and workflow automation without heavy engineering effort

Key considerations when choosing a Salesforce ETL tool: Evaluate tools based on ETL vs ELT approach, API limit handling, real-time vs batch processing needs, technical expertise required, and total cost of ownership.

Your Salesforce instance is full of valuable data but keeping it siloed in your CRM means your analytics teams are always working with an incomplete picture.

Getting Salesforce data into your warehouse reliably and on time is not as simple as it sounds. API limits, schema changes, and large record volumes make manual approaches unscalable fast. That is where Salesforce ETL tools come in.

The right tool automates data movement, handles transformations, and keeps your warehouse in sync with Salesforce without your team babysitting pipelines. 

This guide covers the 10 best Salesforce ETL tools in 2026 and how to pick the right one for your use case.

Summary IconTop 10 Salesforce ETL Tools

A Salesforce ETL (Extract, Transform, Load) tool helps you move data from Salesforce to other systems or warehouses, transform it to match business needs, and keep your data accurate and consistent. It enables analytics teams to work with reliable, up-to-date data.

Top 5 Salesforce ETL Tools in 2026:

Choose a Salesforce ETL tool based on your data volume, technical expertise, and integration needs. Consider real-time vs. batch processing, scalability, and ease of use to ensure seamless data operations.

Salesforce is a powerful cloud CRM tool that helps you maintain and manage customer interactions across your organization. It also offers many other cloud-based technologies, including Internet of Things (IoT) infrastructure, Data Analytics products, and Marketing products.

Many tools in the market can be used to transfer data from Salesforce. This blog post lists some of the highly-rated Salesforce ETL tools available in the market.

However, before getting into the specifics, we will introduce you to ETL and its applications.

10 Best Salesforce ETL Tools to Consider in 2026: Overview

ToolTypeBest ForPricing
Hevo DataManaged ELTFully managed, automated salesforce pipelines with zero infrastructure overheadFree tier available. Starts at $239/month
Salesforce Data LoaderNative ToolOne-time bulk migrations and large data exports directly from SalesforceFree
Dataloader.ioNative Cloud ToolBrowser-based, scheduled Salesforce data operations without desktop installationFree plan available. Paid from $99/month
InformaticaEnterprise ETLAdvanced data governance, quality, and multi-cloud Salesforce integrationStarts at $50,000/year
MuleSoft Anypoint PlatformiPaaSAPI-led, real-time bidirectional Salesforce integration for enterprise teamsStarts at $50,000/year
FivetranManaged ELTFully automated, zero-maintenance ELT pipelines into cloud warehousesMAR-based pricing. Free trial available
TalendETLComplex data transformations and data quality workflows on Salesforce dataCustom pricing
MatillionCloud ELTCloud-native ELT optimized for Snowflake, Redshift, and BigQueryPay-as-you-go
SkyviaNo-Code ETLNo-code cloud ETL, ELT, and reverse ETL with SalesforceFree plan available. Paid from $19/month
WorkatoiPaaSAI-powered, low-code workflow automation and Salesforce integrationCustom pricing

Here are the 10 Best Salesforce ETL Tools for 2026

1. Hevo Data

Hevo Home page

G2 Rating: 4.4(260)

Hevo Data is a no-code ETL platform that makes moving Salesforce data into your data warehouse effortless and reliable. Whether it’s leads, contacts, opportunities, or custom objects, Hevo ensures your Salesforce data is always up-to-date and analysis-ready. With Hevo, you can focus on making data-driven decisions without worrying about the complexities of data integration or pipeline maintenance.

Beyond replication, Hevo allows you to enrich and transform your Salesforce data with intuitive no-code tools. Its scalable, fault-tolerant architecture guarantees secure and consistent data handling, while 24/7 support ensures you can resolve any issues quickly. By making Salesforce data accessible and actionable, Hevo empowers teams to gain deeper insights and drive smarter business outcomes.

Check out what makes Hevo amazing:

  • Near Real-Time Replication: Get access to near real-time replication on All Plans. Near Real-time via pipeline prioritization for Database Sources. For SaaS Sources, near real-time replication depends on API call limits.
  • In-built Transformations: Format your data on the fly with Hevo’s preload transformations using the drag-and-drop interface or our nifty Python interface. Generate analysis-ready data in your warehouse using Hevo’s Postload Transformation. 
  • Monitoring and Observability: Monitor pipeline health with intuitive dashboards that reveal every stat of the pipeline and data flow. Bring real-time visibility into your ETL with Alerts and Activity Logs.
  • Reliability at Scale: With Hevo, you get a world-class fault-tolerant architecture that scales with zero data loss and low latency.

Pricing:
Hevo has a great pricing plan with no surprises, 24*7 support, and a 14-day free trial. Free handles 1M events at $0, Starter supports 5M–50M events at $239/month, Professional covers 20M–100M events at $679/month, and Business Critical is custom for advanced needs.

Still evaluating your options? Here is why thousands of data teams choose Hevo over other Salesforce ETL tools:

Never lose data again. Hevo’s fault-tolerant architecture automatically recovers from Salesforce pipeline failures before they impact your reporting

Move Salesforce data into your warehouse in real time, with no manual intervention or pipeline babysitting

Monitor and manage your ETL workflows through a clean, intuitive dashboard built for speed and visibility

2. Workato

G2 Rating: 4.7(495)

G2 Rating: 4.7(495)

Workato is an integration platform as a service(iPaaS) tool that enables businesses to connect applications, automate workflows, and orchestrate data across their entire technology stack.

It provides a user-friendly interface and a vast library of pre-built connectors, making it relatively easy to integrate various applications, including CRM, ERP, marketing automation, and more.

Key Features

  1. Enhanced Productivity: Automates repetitive tasks, freeing up employees for more strategic initiatives.
  2. Improved Data Quality: Ensures data accuracy and consistency across different systems.
  3. Increased Efficiency: Streamlines business processes and reduces manual effort.
  4. Enhanced Customer Experience: Enables real-time interactions and personalized experiences.
  5. Scalability and Flexibility: Adapts to the evolving needs of businesses as they grow and change.

Limitations

  1. Pricing: Workato can be pretty pricey, especially if you’re not using the correct licensing model. 
  2. Complexity: While user-friendly, complex integrations may require specialized expertise. It has a steeper learning curve. 
  3. Vendor Lock-in: Reliance on Workato for integration can lead to vendor lock-in.

Pricing

  • Consumption based model billed per recipe and task
  • Enterprise plans are custom priced via Workato’s sales team

3. Skyvia

G2 Ratings: 4.8(241)

G2 Ratings: 4.8(241)

Skyvia is a Cloud Application that helps with Data Integration, Backup, and Data Management. Devart develops Skyvia and does not require any coding to complete your data integration activities. Skyvia has a free version (for up to 5000 records) and paid plans ranging from $19 to $999 monthly. It helps you perform ETL with Salesforce easily.

Key Features

  • It provides a secure Cloud-to-Cloud Data Backup that requires only a few clicks.
  • It provides code-free and fast import, export, synchronization, replication, migration, etc., between Salesforce and Databases like Microsoft SQL Server, MySQL, Postgres, etc.
  • It has a simple GUI that should be easy to navigate, even for programmers and non-programmers.
  • Provides support for both automatic and manual data pulls.

Limitations

  • Complexity: Some advanced features may require a steeper learning curve.
  • Scalability: Performance may be impacted with vast datasets or high-volume integrations.

Pricing

  • Basic: $19 per month
  • Standard: $99 per month
  • Professional: $299 per month
  • Enterprise: $999 per month

4. Talend

G2 Rating: 4.0(65)

G2 Rating: 4.0(65)

Talend is a Salesforce ETL platform that enables you to integrate your Salesforce data into your existing Data Warehouse environment. Talend offers enterprise versions that are flexibly priced depending on your organization’s use cases and size.

Key Features

  • File management component that enables you to compress, open, move, and decompress without scripting.
  • It has a simple and relatively straightforward Graphical User Interface.
  • Performs data transformation functions like data cleansing very well.   

Limitations

  • Complexity: It can be complex to configure and manage, especially for non-technical users.
  • Enterprise Edition Costs: The enterprise edition with advanced features can be expensive.

Pricing

  • Open-source version: Free via Talend Open Studio
  • Talend Cloud: Custom pricing based on use case and organization size
  • Enterprise plans available on request via Talend’s sales team
Explore the Best Salesforce ETL Tool for 2026: Hevo!

Unlock the full potential of your Salesforce data with Hevo, the leading ETL tool designed to streamline your data integration process.

Here’s why Hevo stands out in the realm of Salesforce ETL solutions:

  • Sync your Salesforce Data in real-time.
  • Manage and monitor your ETL workflows through a user-friendly interface.
  • We safeguard your data in case of pipeline failures to prevent data loss.

Don’t just take our word for it – see why we’re rated 4.6/5 on Gartner.

Enhance your Salesforce ETL with Hevo

5. Informatica

G2 Rating: 4.4 (530) 

Gartner Rating: 4.4

Informatica is an enterprise-grade data integration and governance platform that enables organizations to connect, transform, and manage Salesforce data across cloud, hybrid, and on-premises environments. It is best suited for large enterprises that need advanced data quality, lineage tracking, and compliance alongside their Salesforce integration workflows.

Key Features:

  • Native Salesforce connector with support for standard and custom objects
  • AI-powered CLAIRE engine for automated mapping recommendations and anomaly detection
  • Built-in data quality, governance, and master data management capabilities
  • Supports both real-time and batch data integration across multi-cloud environments

Limitations:

  • Steep learning curve due to platform complexity and enterprise-level capabilities
  • Higher total cost of ownership compared to modern cloud-native ETL tools
  • Advanced features require significant implementation and configuration effort

Pricing

  • Consumption-based pricing model
  • Enterprise plans available on request

6. Fivetran

G2 Rating: 4.2(377)

G2 Rating: 4.2(377)

Fivetran is a renowned automated data pipeline tool that helps thousands of companies automate their data movement and scale their analytics strategy. With its automated connector configuration, the platform prioritizes ease of use by simplifying data extraction and loading. Fivetran also supports incremental data updates, guaranteeing effective data processing and current data availability.  

Key Features

  • Data Connectors: Fivetran supports 500+ data connectors, making integrating data from multiple sources easy.
  • Automated Data Sync: It automatically synchronizes data, ensuring your data is always fresh and ready for analysis.
  • Security: Fivetran adheres to SOC 1 & 2, PCI DSS, ISO 27001, HIPAA, CCPA, GDPR, and HITRUST regulations.
  • Support and Community: Fivetran offers robust customer support and a vibrant community, which provides ample resources for troubleshooting and learning.

Limitations

  • Limited Customization: Offers limited flexibility for complex data transformations.
  • Vendor Lock-in: Like Stitch, reliance on Fivetran can lead to vendor lock-in.
  • Pricing: This can be relatively expensive compared to some other solutions.

Pricing

  • Free plan: Up to 500,000 monthly active rows
  • Starter: Usage-based, priced per MAR (Monthly Active Rows)
  • Standard, Enterprise, and Business Critical: Custom pricing

7. Salesforce Data Loader

G2 Rating: 4.3 (85 reviews)

Salesforce Data Loader is a free, native desktop tool built by Salesforce for importing, exporting, updating, and deleting large volumes of data. It is best suited for one-time migrations and bulk operations where direct Salesforce access and simplicity matter more than automation or ongoing pipeline management.

Key Features:

  • Supports insert, update, upsert, delete, and export operations on all Salesforce objects
  • Handles large data volumes via the Salesforce Bulk API with minimal API call consumption
  • Available on Windows and Mac with a straightforward desktop interface
  • Built-in error logging and success reporting for every operation

Limitations:

  • No scheduling or automation for recurring data sync
  • Requires manual CSV preparation and field mapping for each run
  • No built-in transformation capabilities

Pricing:

  • Free, included with all Salesforce editions
  • No third-party licensing or infrastructure costs

8. MuleSoft Anypoint Platform

G2 Rating: 4.5 (680 reviews) Gartner Rating: 4.4

MuleSoft Anypoint Platform is an API-led integration platform owned by Salesforce that enables teams to connect applications, data, and devices across cloud and on-premises environments. Given its deep native integration with Salesforce, it is one of the strongest options for teams that need real-time, bidirectional data flows between Salesforce and other enterprise systems.

Key Features:

  • Native Salesforce connector with pre-built templates for common Salesforce integration patterns
  • API-led connectivity for building reusable integrations across the enterprise
  • Supports real-time, batch, and event-driven data flows
  • Anypoint Exchange provides a library of pre-built connectors, templates, and APIs

Limitations:

  • High cost makes it less accessible for small and mid-sized teams
  • Requires specialized MuleSoft expertise to build and maintain integrations
  • Steeper learning curve compared to no-code ETL alternatives
  • Licensing model can be complex and expensive at scale

Pricing:

  • Pricing is based on capacity units and varies by deployment model
  • Enterprise plans are custom priced via MuleSoft’s sales team

9. Matillion

G2 Rating: 4.4(77)

Matillion is a popular cloud-based ELT platform that allows users to quickly transform data and load it into their desired data warehouse. It supports integrating diverse data sources and provides users with a flexible platform.

Key Features

Matillion offers several key features, including:

  • Access to 150+ data connectors
  • Integrates with AI and machine learning tools for advanced analytics and predictive modeling.
  • Features an intuitive, drag-and-drop interface for designing ETL processes.
  • It supports significant data destinations such as Snowflake, Redshift, Databricks, and BigQuery.

Limitations

  • Complexity: It can have a steeper learning curve compared to some other platforms.
  • Licensing Costs: Can be expensive, especially for large-scale deployments.

Pricing

  • Enterprise: Custom pricing for large-scale deployments
  • Pay-as-you-go model based on Matillion Processing Units (MPUs)
  • Starter: From $2 per MPU per hour

10. Dataloader.io

G2 Rating: 4.3 (150 reviews)

Dataloader.io is a cloud-based data loader built by MuleSoft that simplifies Salesforce data operations without requiring a desktop installation. It is designed for teams that need a more accessible, browser-based alternative to Salesforce Data Loader with added scheduling and automation capabilities.

Key Features:

  • Cloud-based interface accessible from any browser without desktop installation
  • Supports import, export, upsert, and delete operations on Salesforce objects
  • Built-in scheduling for recurring data operations without manual intervention
  • Handles up to 5 million records per month on paid plans

Limitations:

  • Free plan is limited to 10,000 records per month
  • Not designed for complex transformations or multi-source data pipelines
  • Primarily focused on Salesforce and lacks broad connector coverage

Pricing:

  • Free plan: Up to 10,000 records per month
  • Professional: $99 per month
  • Enterprise: Custom pricing

How to Choose the Right Salesforce ETL Tool?

When selecting the right ETL tool for Salesforce, evaluating it against several vital criteria is essential to ensure it meets your organization’s needs. Below are some critical factors to consider:

Real-Time vs. Batch Processing

  • Real-Time Processing: This is essential for organizations needing immediate data updates for decision-making and operations. Tools like Hevo and Apache Nifi excel in real-time integration.
  • Batch Processing is suitable for non-urgent data needs, handling large volumes at scheduled intervals. Hevo Edge and Talend are good options.

Budget and Cost-Effectiveness

  • Total Cost of Ownership (TCO): Consider all costs, including licensing, support, and maintenance. Open-source tools like Talend are cost-effective but may need more technical expertise, while managed services like Fivetran offer ease of use but may be pricier.
  • Scalability: Ensure the tool can grow with your business without drastically increasing costs.
  • Hidden Costs: Consider additional connectors, support, or training fees.

Vendor Support, Community, and Documentation

Documentation: High-quality, comprehensive documentation eases implementation and troubleshooting. AWS Glue is known for extensive documentation.

Vendor Support: Reliable support is crucial for issue resolution and tool maintenance. Informatica offers robust support that is ideal for large organizations.

Community Support: A vibrant user community can be invaluable for troubleshooting and learning. Talend and Matillion have active communities.

Understanding Salesforce ETL

What are ETL Tools?

ETL tools are specialized software applications designed to facilitate the ETL (Extract, Transform, Load) process, which is critical in data management and integration. These tools help organizations collect data from multiple sources, transform it to fit their business needs and load it into target systems like databases, data warehouses, or data lakes. 

What Makes Salesforce Different from Other Data Warehouses? 

Scalability: Data warehouses are designed to scale to handle massive datasets, while Salesforce’s scalability depends on the specific edition and implementation.

Purpose: Salesforce is for managing customer relationships and operational data, while data warehouses are for analytical tasks.

Data type: Salesforce primarily handles transactional data, while data warehouses can store various data types, including transactional, historical, and external data.

Analytical capabilities: Data warehouses offer advanced analytical capabilities beyond what Salesforce provides.

Conclusion

Choosing the right Salesforce ETL tool comes down to three things; how much data you move, how often you need it synced, and how much engineering effort your team can invest.

For one-time migrations, native tools like Salesforce Data Loader or Dataloader.io get the job done without any cost. For enterprise-grade governance and complex integrations, Informatica and MuleSoft are built for that scale. For cloud warehouse loading, Fivetran and Matillion offer strong automated pipelines with minimal setup.

But if you need a fully managed, real-time solution that is simple to set up, easy to maintain, and transparent on pricing, Hevo Data is the most practical choice. With 150+ connectors, automatic schema handling, and 24/7 expert support, Hevo helps your team focus on analytics instead of pipeline maintenance.

Try Hevo free for 14 days and see how fast your Salesforce data can be up and running in your warehouse.

Get Started with Hevo for Free

FAQ

 What is Salesforce ETL? 

Salesforce ETL is the process of extracting data from Salesforce or other systems, transforming it to meet specific business requirements, and loading it into a target system such as a data warehouse or analytics platform. It helps organizations manage, integrate, and maintain the accuracy and consistency of their Salesforce data across multiple platforms.

What are ETL tools?

ETL tools are specialized software applications that facilitate the Extract, Transform, Load process. They help organizations collect data from multiple sources, transform it to fit business needs, and load it into target systems like databases, data warehouses, or data lakes.

What ETL challenges does Salesforce face?

Salesforce faces several ETL challenges including limited native transformation capabilities for complex workflows, difficulty handling growing data volumes and velocity, data quality and consistency issues, complexity when integrating with external systems, scalability constraints as data grows, and significant maintenance overhead for keeping ETL processes up to date.

Why does Salesforce need ETL tools?

Salesforce needs ETL tools to scale data operations efficiently, integrate seamlessly with external systems through pre-built connectors, maintain data quality and consistency through automated cleansing and transformation, and reduce manual effort through end-to-end pipeline automation.

What are the best practices for Salesforce ETL?

The key ETL best practices for Salesforce are implementing robust data quality checks and validation throughout the pipeline, ensuring data security and compliance with regulations such as GDPR and CCPA, regularly monitoring and maintaining ETL processes to catch failures early, and maintaining clear documentation of all ETL workflows for easier troubleshooting and handover.

Rashid Y
Technical Content Writer, Hevo Data

Rashid is a technical content writer with a passion for the data industry. Leveraging his problem-solving skills, he delivers informative and engaging content on data science. With a deep understanding of complex data concepts and a talent for clear, compelling communication, Rashid creates content that informs and captivates his audience.