AWS Glue vs Zapier comparison

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AWS Glue

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Executive SummaryUpdated on Dec 3, 2024

Zapier and AWS Glue are competitive in the automation and data integration category. AWS Glue has the upper hand for enterprises due to its robust enterprise-level features.

Features: Zapier offers extensive integration capabilities, allowing users to connect various applications easily. Its plug-and-play ability is beneficial for small to medium enterprises, and it provides valuable automation of workflows. AWS Glue is praised for scalability, integrating seamlessly with AWS products, and offering strong ETL processes. It also provides automatic schema detection and robust data management.

Room for Improvement: Zapier could improve Google Sheets integrations, support comprehensive logic, and offer better support channels. Users also request a wider range of integrations and more customization options. AWS Glue requires a more user-friendly interface, diverse programming language support, and better multi-cloud environment support. Users also find the setup process cumbersome and suggest operational cost reductions.

Ease of Deployment and Customer Service: Zapier is primarily used on public clouds, with high ratings for ease of deployment and customer service. AWS Glue is flexible across public, private, and hybrid clouds but has a learning curve and inconsistent technical support, which affects satisfaction levels. While Zapier users experience quick resolutions due to its simplicity, AWS Glue excels in technical integrations but could improve accessibility and support consistency.

Pricing and ROI: Zapier's tiered pricing includes a free plan for basic needs, scaling based on usage. Despite being pricey when scaling, it offers good value for small businesses. AWS Glue's pay-as-you-go model can be costly for small businesses but provides robust enterprise capabilities that justify the expense. Both solutions offer strong ROI, with Zapier appealing to cost-sensitive small businesses and AWS Glue to large enterprises seeking powerful features.

To learn more, read our detailed AWS Glue vs. Zapier Report (Updated: April 2025).

AWS Glue vs. Zapier

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Helped 849,686 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

AWS Glue

Ranking in Cloud Data Integration

1st

Average Rating

7.8

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Zapier

Ranking in Cloud Data Integration

10th

Average Rating

8.6

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2025, in the Cloud Data Integration category, the mindshare of AWS Glue is 21.3%, down from 21.7% compared to the previous year. The mindshare of Zapier is 1.9%, up from 1.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Integration

Featured Reviews

Muthuvel Sivaraman

AVP at a manufacturing company with 10,001+ employees

Handles a huge volume of data and is serverless, but it can be considered costly by some users

We use Amazon's services to provide technical support for the product. If you want to have support, Oracle and others offer a single support, and other tools have a direct support window. For Amazon, we need to pay 10 percent of my billing amount for the tool to get support services. Whether to raise a support ticket or not is an issue since ten percent is a huge amount. My company ends up using all the options without help from support. It is very difficult for any common man to understand why there is a need to pay ten percent for support. If I find an issue in the product, and I need to get support from AWS to fix it, then I need to pay ten percent of the tool's bill amount to Amazon. AWS is a very tricky tool because everything is evolving nowadays. AWS engineers are getting hired from other places, and even after that, if I am not getting any technical support, then things will be very nasty. There are some good engineers who help users outside the normal support cycle, but it doesn't meet their needs. I rate the technical support a four out of ten.

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FrankHo

Analyst at MSXI

Though the tool offers a visually appealing UI, it needs to improve its documentation

With Zapier, improvements are required in the areas of concerns like bugs, ease of use, and documentation. The product has many bugs, so users have to wait for a period ranging from five minutes to an hour to see where the Zap went. In Zapier, Zaps aren't very understandable owing to the way they work. As a user, you would think that in Zapier, a Zap works in a particular way once you set it up, but it won't happen. At times, some Zaps can interfere with each other, because of which there might be infinite loops that may occur, owing to which multiple Zaps continue to run or break down in general, after which nothing would run in your environment. You would not be notified about the breakdown of Zaps. The bugs in the product may be considered to understand or get an explanation of how Zaps works between software systems, so for something between Gmail and HubSpot, Zapier would explain through better documentation what would work and what wouldn't work. Maybe if Zapier had better functionality with Python or any other coding language in general, it would make the product a lot better.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"We no longer had to worry much about infrastructure management because AWS Glue is serverless, and Amazon takes care of the underlying infrastructure."

"The solution helps organizations gain flexibility in defining the structure of the data."

"You do not need many frameworks to run Glue."

"The most valuable feature of AWS Glue is that it provides a GUI format with a drag-and-drop feature."

"What I like best about AWS Glue is its real-time data backup feature. Last week, there was a production push, and what used to take almost ten days to send out around fifty-six thousand emails now takes only two hours."

"It is a stable and scalable solution."

"The solution is highly user-friendly, and its features are easy to use. The new addition of AWS Glue Data Catalog is also very beneficial, making the tool even more helpful for its users."

"It's very good to manage."

More AWS Glue pros

"The solution is a SaaS and does not require a complex setup."

"There are a few valuable features, like the stability that it comes with and also the number of features that it offers. I've used other services like Pabbly, but they don't offer similar numbers of applications that Zapier has or allows to integrate with – it's maximum."

"What's most valuable in Zapier is its simplicity, seamlessness, and smooth plug-in, so you won't need to build code for every action. I'm not a developer, but I can use Zapier."

"The most valuable aspect of this solution is that it is very intuitive and has a very flat learning curve."

"The initial setup is pretty easy to do."

"Zapier is user friendly and makes it easy to integrate different tools. It has a drag and drop functionality which makes it easy to connect environments."

"Zapier’s most valuable feature is its ability to interconnect applications or devices."

"The connection between Facebook lead forms and MailChimp integrations is the most valuable feature."

More Zapier pros

Cons

"One area that could be improved is the ETL view. The drag-and-drop interface is not as user-friendly as some other ETL tools."

"Beginners need additional support as it currently lacks some features required for complex transformations, often necessitating custom Python coding."

"On occasion, the solution's dashboard reports that a project failed due to runtime but it actually succeeded."

"In the building and deployment aspects, there is room for improvement. The current process is a bit complicated and could benefit from being more user-friendly and simpler, which would help speed up the deployment process."

"The technical support for this solution could be improved. In future, we would like to connect more services like Athena or Kinesis to help control more loads of data."

"The process of entering environment variables in AWS Glue requires navigating to a different page, which could be streamlined."

"The price of the solution could improve."

"It fails to handle massive databases acquired from various sources."

More AWS Glue cons

"My biggest concern with Zapier would be their pricing strategy."

"It could support various languages along with Python."

"The pricing of the solution is quite expensive."

"Zapier could be a little faster, but that might not be possible. I would encourage Zapier to make more API endpoints for each application"

"There is room for improvement in the support. They are not responsive, and they don't take much time to get resolved."

"With Zapier, improvements are required in the areas of concerns like bugs, ease of use, and documentation."

"Zapier needs to improve in the same way most RPA solutions should, such as Robocorp, Make, or UiPath. They are not good at helping you find the connections that you need for the problem that you have. For example, if need something on Instagram. I'm going to have to do research for hours to be able to find the components or the app, which is going to do what I need it to do. It makes it difficult to use the system when you don't know what to use."

"The solution does not work properly when we apply filters and we get errors."

More Zapier cons

Pricing and Cost Advice

"I rate pricing an eight out of ten."

"Its price is good. We pay as we go or based on the usage, which is a good thing for us because it is simple to forecast for the tool. It is good in terms of the financial planning of the company, and it is a good way to estimate the cost. It is also simple for our clients. In my opinion, it is one of the best tools in the market for ETL processes because of the fact that you pay as you use, which separates it from other big tools such as PowerCenter, Pentaho Data Integration, and Talend."

"The pricing is a bit higher than other solutions like Athena and EC2. If the pricing becomes more scaled or flexible, it will be good because you have to pay 44 cents just for one DPU for an hour. If you increase DPUs to 5 or 10, the pricing gets multiplied. There are also some time limits like 0 to 10 minutes or 10 to 20 minutes. If the pricing is according to the minutes, it would be better because you have to limit your job to 10 minutes or 20 minutes."

"AWS Glue uses a pay-as-you-go approach which is helpful. The price of the overall solution is low and is a great advantage."

"I would rate the solution a six or seven on a scale of one to ten, with ten being very expensive. Specifically, I rate its pricing a six out of ten."

"If you are using the solution for an enterprise business, it will be expensive."

"I rate the tool an eight on a scale of one to ten, where one is expensive, and ten is expensive."

"AWS Glue follows a pay-as-you-go model, wherein the cost of the data you use will be counted as a monthly bill."

More AWS Glue pricing and cost advice

"Zapier is a paid service. Its license renews monthly, and Zapier will downgrade your subscription to the free version when your credit card doesn't have funds. That significantly impacts your service because everything halts completely. Zapier doesn't have any hidden costs."

"Zapier's price is good."

"It's very straightforward licensing. There's only one cost you have to pay, and if you want a relevant pricing plan, I think you have two or three different models or packages which include the number of notifications or Zaps, as they call it, that you can program."

"The price of Zapier is approximately $75 monthly."

"There is a free plan that is, of course, limited. However, it allows you to understand and check true scenarios for a while."

"Think your Zaps through to make sure you don't use more Zaps than you need."

"It's very affordable."

"The product is reasonably priced."

More Zapier pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.

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849,686 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

14%

Manufacturing Company

Government

Computer Software Company

16%

Financial Services Firm

10%

University

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

How do you select the right cloud ETL tool?

AWS Glue and Azure Data factory for ELT best performance cloud services.

How does Talend Open Studio compare with AWS Glue?

We reviewed AWS Glue before choosing Talend Open Studio. AWS Glue is the managed ETL (extract, transform, and load) from Amazon Web Services. AWS Glue enables AWS users to create and manage jobs in...

What are the most common use cases for AWS Glue?

AWS Glue's main use case is for allowing users to discover, prepare, move, and integrate data from multiple sources. The product lets you use this data for analytics, application development, or ma...

What do you like most about Zapier?

The product's most valuable feature is automation.

What is your experience regarding pricing and costs for Zapier?

The pricing is suitable. It's not cheap, but not expensive.

What needs improvement with Zapier?

The pricing could be a little cheaper.

AWS Database Migration Service vs AWS Glue

Comparisons

Compared 36% of the time

SSIS vs AWS Glue

Compared 5% of the time

Oracle Integration Cloud Service vs AWS Glue

Compared 5% of the time

Talend Open Studio vs AWS Glue

Compared 5% of the time

SnapLogic vs AWS Glue

Compared 5% of the time

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Coefficient vs Zapier

Compared 22% of the time

Fivetran vs Zapier

Compared 14% of the time

SnapLogic vs Zapier

Compared 10% of the time

Coupler.io vs Zapier

Compared 9% of the time

Workato vs Zapier

Compared 8% of the time

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Product Reports

AWS Glue

Download AWS Glue product report

Download Zapier product report

Overview

AWS Glue is a serverless cloud data integration tool that facilitates the discovery, preparation, movement, and integration of data from multiple sources for machine learning (ML), analytics, and application development. The solution includes additional productivity and data ops tooling for running jobs, implementing business workflows, and authoring.

AWS Glue allows users to connect to more than 70 diverse data sources and manage data in a centralized data catalog. The solution facilitates visual creation, running, and monitoring of extract, transform, and load (ETL) pipelines to load data into users' data lakes. This Amazon product seamlessly integrates with other native applications of the brand and allows users to search and query cataloged data using Amazon EMR, Amazon Athena, and Amazon Redshift Spectrum.

The solution also utilizes application programming interface (API) operations to transform users' data, create runtime logs, store job logic, and create notifications for monitoring job runs. The console of AWS Glue connects all of these services into a managed application, facilitating the monitoring and operational processes. The solution also performs provisioning and management of the resources required to run users' workloads in order to minimize manual work time for organizations.

AWS Glue Features

AWS Glue groups its features into four categories - discover, prepare, integrate, and transform. Within those groups are the following features:

Automatic schema discovery: AWS Glue crawlers connect to the organization's source or target data source through a prioritized list of classifiers to determine the schema for users' data. This feature creates metadata in companies' AWS Glue Data Catalog.
Schemas for data stream management: The AWS Glue Schema Registry enables users to validate and control the evolution of streaming data through registered Apache Avro schemas for no additional charge.
Automatic scaling based on workload: This feature dynamically scales resources up and down based on workload. The feature controls job resources, removing them depending on how much the workload can be split up.
FindMatches: This feature is for machine learning-based data deduplication and cleansing, and works by finding records that are imperfect matches of each other to remove useless data copies.
Edit, debug, and test ETL code: This feature helps users who have chosen to interactively develop their ETL code by providing development endpoints for editing, debugging, and testing the code it generates for them.
AWS Glue DataBrew: An interactive, point-and-click visual interface for specialists to clean and normalize data without the need to write any code.
AWS Glue Interactive Sessions: This feature simplifies the development of data integration jobs by enabling data engineers to interactively prepare and explore data.
AWS Glue Studio Job Notebooks: This AWS Glue feature provides serverless notebooks with minimal setup, allowing developers to start working in a timely manner.
Complex ETL pipeline building: This feature allows the product to be invoked on a schedule, on demand, or based on an event, allowing users to start multiple jobs in parallel or specify dependencies to build complex ETL pipelines.
AWS Glue Studio: This AWS Glue feature allows users to visually transform data through a drag-and-drop interface. The product automatically generates the code for ETL processes for users' data.

AWS Glue Benefits

AWS Glue offers a wide range of benefits for its users. These benefits include:

Users of other AWS products can easily onboard with AWS Glue, as it is integrated across a wide range of the company's services.
The solution is serverless, which allows for a lower total cost of ownership.
AWS Glue offers more power for users, as it automates much of the effort in building, maintaining, and running ETL jobs.
The product allows customers to easily discover and search across all their AWS datasets through AWS Glue Data Catalog.
AWS Glue does not require additional payment for managing and enforcing schemas for data streams.
The solution facilitates the authority of scalable ETL jobs for beginners and non-coding experts through a drag-and-drop interface.

Reviews from Real Users

Mustapha A., a cloud data engineer at Jems Groupe, likes AWS Glue because it is a product that is great for serverless data transformations.

Liana I., CEO at Quark Technologies SRL, describes AWS Glue as a highly scalable, reliable, and beneficial pay-as-you-go pricing model.

Amazon Web Services (AWS)

Zapier is a tool for primarily non-technical users to connect together web apps.

An integration between two apps is called a Zap. A Zap is made up of a Trigger and one or more Actions or Searches.

Whenever the trigger happens in one app, Zapier will automatically perform the actions or searches in another app in order.

Zaps are very lightweight and easy to set up. Zaps do not import or export old data (they only operate on new items created after the Zap is enabled). Zaps are also not kept in sync ("two way syncing") after the Zap is triggered.

Zaps are deceivingly simple if you're used to dealing with complex and difficult integrations. Their simplicity is what enables anyone to create them.

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday

BuzzFeed, Groupon, Spotify, Columbia University, FOX

AWS Glue vs. Zapier