Top 10 Salesforce ETL Tools in 2025 (Updated Guide)

Price: From $15,000/year with the option to Try Before You Buy

Tool type: Cloud-based

Customer rating: 4.3/5 (G2)

Key features:

• 200+ data connectors
• Field-level encryption security
• Elastic and scalable
• Drag-and-drop interface

Integrate.io appeals to both experienced data analysts and beginners that want to use data from Salesforce for marketing and sales projects because it takes a no-code approach when building data pipelines. The platform uses a drag-and-drop visual interface that lets users extract data from Salesforce, transform the data, and load the information to a source without learning any code.

Users with some coding experience can write low-code scripts that perform unique tasks. Even professional programmers will appreciate the time-saving capabilities of a low-code ETL platform that doesn’t require a lot of coding to get accurate results from Salesforce data.

Integrate.io integrates with Salesforce databases and data warehouses. By adding Integrate.io to your suite of software, you can modify data before sending it to other databases like MySQL, Amazon Redshift, and Google BigQuery--or even back into Salesforce with a two-way integration feature that's typically not available at this price point.

Adopting Integrate.io also lets you extract data from Salesforce and send it to robust business intelligence tools like Chartio, Looker, and Periscope Data. Once you load data into these popular analysis and BI apps, you can more easily interpret the information and apply the results to your product development, market strategies, research, and sales projects.

Recently upgraded features are:

• AI-Powered Transformations: Integrate.io now incorporates AI-driven transformation suggestions, streamlining complex logic configurations for non-technical users.

• Data Observability Layer: A new monitoring layer provides real-time insights into pipeline health, error root-cause detection, and data lineage tracing.

“Integrate.io is a state-of-the-art tool with state-of-the-art connections and is extremely flexible, scalable and easy to work with.”
— Bill Heffelfinger, PMP, Head of Client Technology Solutions, CloudFactory

You can read the full case study here.

2. Talend

Price: Not published

Tool type: Cloud-based/on-premises

Customer rating: 4.4/5

Key features:

• 1,000+ data connectors
• Strong data governance
• API creation

Pros

Talend has ETL features that some data professionals will find appealing. Benefits of Talend include strong data governance and features useful to large enterprise clients.

Cons

Unfortunately, Talend doesn’t work well for most marketing and sales teams because it requires extensive technical abilities. A company that has a large group of employees dedicated to developing security software might not mind the high level of technical experience that the platform demands. However, the typical user of Salesforce data does not usually have a technical background. If all you want is to process the data in order to make marketing and sales decisions, there are more user-friendly data integration tools out there.

Note: As of January 31, 2024, the open-source version of Talend Studio has been retired and will no longer be hosted or updated by Qlik and Talend.

3. Stitch

Price: ETL features are available on plans starting from $1,250/month

Tool type: Open-source, cloud-based

Customer rating: 4.5/5

Features:

• Automation functionality
• ETL monitoring
• Troubleshooting guides

Recently upgraded features are:

• Singer-Based Plugin Support: Fully supports the open-source Singer spec, allowing developers to write custom extractors for unsupported APIs.

• REST API for Custom Data Injection: Now offers the ability to push non-standard data into pipelines using API endpoints.

Pros

Stitch has a lot of great features that can pull and analyze data from Salesforce. Like Talend, which owns Stitch, it requires a deep level of technical experience. If you have team members that know how to write custom code, you can use Stitch's automation functionality to extract, transform, and load Salesforce data to your Stitch account.

Cons

Stitch doesn't allow you to set up automated BI report generation, which can make the process more time-consuming, and unless your sales and marketing teams know how to code, they will likely not have much use for the platform. Developers or cloud data and software professionals will likely enjoy writing code that gives them full control over Salesforce data, but you would need to hire them first.

4. Jitterbit

Price: Not published

Tool type: Open-source, cloud-based

Customer rating: 4.6/5

Features:

• Works with various databases
• Easy-to-use interface
• Troubleshooting guides

Recently upgraded features are:

• Voice-Activated Automations: Unique feature enabling voice-triggered ETL job execution through smart assistants, aimed at executive dashboards.

• Expanded Template Marketplace: Pre-configured Salesforce-to-ERP and Salesforce-to-Marketing templates streamline deployment.

Pros

Jitterbit is an open-source ETL tool developed by a member of Salesforce AppExchange. It works well with MySQL, SQL Server, and Oracle databases.

Cons

Unfortunately, it doesn’t offer as many integrations as Integrate.io, Talend, and other privately owned ETLs. Additionally, companies that choose Jitterbit because it is an open-source, no-cost platform quickly learn that saving money means that they don’t have access to many customer service options.

When you eventually encounter a problem with Jitterbit, you will have to rely on existing documentation and other users for help. Compare that to some of the other Salesforce-integrated platforms like Integrate.io, which gives you access to 24/7 assistance as well as a knowledge base, webinars, and a growing blog of useful articles.

5. Fivetran

>Price: Not published

>Tool type: Cloud-based

>Customer rating: 4.2/5

>Features:

• 600+ data connectors
• Open source
• Reporting and logging

Recently upgraded features are:

• Schema Evolution Support: Updated Salesforce connector now handles automatic schema changes, minimizing disruptions in downstream BI tools.

• Connector Library Expansion: Surpassed 600 connectors, including niche enterprise applications beyond CRM and ERP.

Pros

Fivetran, like other Salesforce ETL tools, integrates easily with Salesforce, as well as more than 100 other apps, it connects to the most commonly used data warehouses, and it has a no-code ETL platform that anyone can operate regardless of their technical training.

Cons

The biggest drawback to choosing Fivetran is that it only functions as an ELT, which means it cannot transform data between the source and the destination. Instead, you have to extract, load, and transform your data. This is a significant issue for people looking for flexibility, security, and ease of use. Since ELT forces you to move data before transforming it, you might find it difficult to comply with regulations established by GDPR or CCPA, just to name a few.

6. Blendo

Price: From $150/month

Tool type: Cloud-based

Customer rating: No G2 rating available

Features:

• ETL job scheduling
• Loads to multiple warehouses
• Schedule ETL jobs

Recently upgraded features are:

• Scheduled Pipelines: Supports more granular pipeline scheduling, including event-based triggers.

• Enhanced Logging UI: Recent updates include clearer log filtering and status tracking for job monitoring.

Pros

Blendo gives you a lot of useful ETL tools for Salesforce. You can set a schedule that will automatically transfer data from Salesforce to your chosen destination, which means you don’t have to waste time recreating data pipelines that you use frequently. Blendo also integrates with a lot of data storage destinations, including Redshift, MS SQL, Amazon Redshift, and PostgreSQL.

Cons

Overall, Blendo has been well-received. However, it is important to note that Blendo refreshes every 15 minutes and does not show the progress of a first-time import.

7. dataloader.io

Price: From $99/month (free plan available)

Tool type: Cloud-based

Customer rating: 4.2/5

Features:

• Focuses on Salesforce ETL jobs
• Support for large files
• Drag-and-drop capabilities

Recently upgraded features are:

• File Chunking for Large Uploads: Can now split and process multi-GB CSVs more efficiently.

• Enhanced Security Tokens Management: Allows centralized control over Salesforce OAuth tokens for large teams.

Pros

Salesforce worked with MuleSoft to create dataloader.io. Salesforce’s involvement means that you get a quick, user-friendly approach to transferring data from the CRM to the data warehouse or database of your choice.

Cons

Many users, however, will find that dataloader.io focuses too much on Salesforce. Obviously, you want a great way to move your Salesforce data, but what about the data that you get from other sources? If you have multiple data sources, dataloader.io may not be the best option because it doesn’t give you as many integration options as other platforms like Integrate.io.

8. Skyvia

Pricing: From $15/per month

Tool type: Cloud-based

Customer rating: 4.7/5

Features:

• Integrates with multiple sources
• Extracts data from e-commerce sources like Shopify
• Cloud data back-up

Recently upgraded features are:

• Reverse ETL Enhancements: Added support for syncing analytics-derived data back into Salesforce for operational use.

• Complex Mapping Logic: Introduced conditional expressions and nested transformations in its drag-and-drop mapper.

Pros

Like Jitterbit, a member of Salesforce AppExchange developed Skyvia. Skyvia Data Integration for Salesforce can connect your Salesforce data to a long list of sources, including MySQL, SQL Azure, BigQuery, and Redshift. The cloud-based ETL solution can also extract data from Magento, Shopify, and BigCommerce, which makes it more useful than Jitterbit or dataloader.io.

Cons

The problems begin when you ask non-tech employees to use Skyvia. Its app is API-only, so it doesn’t come with a user interface. It is likely your sales and marketing employees will find it difficult or even impossible to benefit much from Skyvia. Your analytics team, however, will probably like it.

9. Panoply

Pricing: From $299/per month

Tool type: Cloud capabilities but requires on-prem data storage

Customer rating: 4.5/5

Features:

• Low code
• Lots of integrations
• Fast implementation

Pros

Panoply takes a simple approach to Salesforce data ETL with a low-code platform that integrates with popular destinations, including databases, data warehouses, and business analytics apps. The platform can also make it easy for your team to store and find the information they need to make data-based decisions.

Cons

Given these features, why wouldn’t everyone choose Panoply? Because it requires on-premises data storage. Your business will need to invest in equipment that keeps all of your information at the office. On-premises data storage can also make it difficult for employees to access information remotely. If members of your team plan to work from home, then you will need to find a way to give them access.

10. Airflow Plugin

Pricing: Free

Tool type: Plugin

Customer rating: 4.3/5

Features:

• Works well as an ETL manager
• Schedules ETL jobs

Pros

Apache Airflow is a plugin that lets you extract and transform data sets from Salesforce before loading it to Redshift or Amazon S3. It works incredibly well as an ETL manager that will automate much of your team’s work.

Cons

If you're at all familiar with Airflow, then you already know it's major flaw: it only loads data to Amazon data warehouses and databases. That restriction alone has caused a lot of companies to look elsewhere for their ETL solutions.

Airflow also suffers from an open-source approach that requires significant coding experience. Web and software developers won’t struggle with Airflow. Anyone without a tech background, however, will give up on the ETL tool quickly. For most organizations, choosing a platform that's no-code or low-code ETL for business intelligence makes more sense.

Before we wrap up, let me walk you through some non-technical parameters to select the best tool.

How Integrate.io Can Help With Salesforce ETL

There is a wide range of Salesforce ETL tools and solutions, each of which offers its own unique benefits. However, a couple of CRM ETL tools rise above the rest in terms of automatization and ease of use.

Because of its high-value Salesforce integration, low-code ease of use, cloud-based flexibility, and staunch commitment to data security, Integrate.io is certainly one of the best ETL tools to use for data management and data transformation with Salesforce. You can extract data from Salesforce, transform it to the correct format, and load it into a data warehouse seamlessly without data engineering experience, making the platform a good fit for all types of businesses.

As well as being one of the best Salesforce ETL tools, Integrate.io also:

• ETLs and Reverse ETLs data from various sources in minutes without any code via a powerful drag-and-drop interface.
• Performs ELT and Change Data Capture (CDC). Integrate.io is the fastest ELT data replication tool in the industry and can unify your data sets every minute for a single source of reporting truth.
• Lets you improve API management by creating a self-hosted and secure REST API without code. You can instantly write and read REST APIs and get more value from your data products.
• Optimizes data observability with custom alerts and monitoring, giving you more confidence in your data quality.

Struggling with Salesforce data integration? See how we can ease your data pains related to CRM data pipelines when you try Integrate.io for yourself with our 14-day free trial. Visit our ETL Trial Signup page, then schedule an ETL Trial Setup meeting, where someone from our team will walk you through how to make the most of your trial. Alternatively, if you have unique data migration or integration challenges, schedule an intro call with a specialist who will identify your pain points and talk to you about potential solutions one-on-one.

FAQs

What are ETL tools in Salesforce?

ETL (Extract, Transform, Load) tools in Salesforce are specialized software applications designed to automate and manage the process of extracting data from various sources, transforming it into a suitable format, and loading it into Salesforce or other target systems. These tools help organizations integrate Salesforce with other platforms, ensure data quality, automate data flows, and handle large volumes of data efficiently. Popular ETL tools for Salesforce include Hevo Data, Workato, Skyvia, Talend, Stitch, Fivetran, Segment, Integrate.io, and Matillion, among others. Salesforce also provides native ETL solutions like Data Loader and dataloader.io for bulk data import/export and integration tasks.

Is Data Loader an ETL tool?

Yes, Salesforce Data Loader is an ETL tool. It is a client application provided by Salesforce for the bulk import and export of data. Data Loader allows users to extract data from Salesforce, transform it (to a limited extent, such as field mapping and data formatting), and load it into Salesforce objects or export it to CSV files. It supports large data volumes and offers both a graphical user interface and a command-line interface for automation.

Is Snowflake an ETL tool?

No, Snowflake is not an ETL tool. Snowflake is a cloud-based data warehouse platform designed for scalable storage, processing, and analysis of large data sets. While Snowflake provides features for data ingestion and transformation (especially with SQL and tools like dbt), it is not itself an ETL tool. Instead, ETL tools are often used to move and prepare data for loading into Snowflake, where further transformations can be performed (often referred to as ELT: Extract, Load, Transform).

Which tool is used for ETL?

There are many tools used for ETL, depending on specific requirements and environments. Some of the most widely used ETL tools include:

• Hevo Data

• Integrate.io

• Informatica

• Fivetran

• Stitch

• AWS Glue

• Azure Data Factory

• Google Cloud Dataflow

• Matillion

• Domo

• Apache NiFi

These tools offer a range of features, from no-code interfaces and real-time processing to advanced transformation capabilities and pre-built connectors for various data sources.

Is SQL an ETL tool?

SQL itself is not an ETL tool, but it is an essential language used within ETL processes. SQL is widely used for data extraction, transformation, and loading operations, especially within data warehouses. Many ETL tools use SQL under the hood to perform data transformations and queries. While you can build custom ETL pipelines using SQL scripts, it is more accurate to say that SQL is a tool used in ETL processes rather than an ETL tool by itself.