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AWS Glue vs Zapier comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 3, 2024

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
48
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
41
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of February 2025, in the Cloud Data Integration category, the mindshare of AWS Glue is 21.5%, down from 21.9% compared to the previous year. The mindshare of Zapier is 1.7%, down from 1.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Data Integration
 

Featured Reviews

Muthuvel Sivaraman - PeerSpot reviewer
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.
FrankHo - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"The most valuable features currently are glue studio, jobs, and triggers."
"For ETL, I feel the performance is excellent."
"AWS Glue is a stable and easy-to-use solution."
"AWS Glue's most valuable features are the data catalog, including crawlers and tables, and Glue Studio, which means you don't have to use custom code."
"I like its integration and ability to handle all data-related tasks."
"Transformations are valuable because you can modify or override complex data logic from an open source or Spark to solve issues."
"The solution is serverless so it allows us to transform data while optimizing the cost and performance of Spark jobs."
"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."
"The product's most valuable feature is automation."
"The ability to connect web applications to trigger actions in another app after having enriched, formatted, delayed, grouped, and filtered is really valuable for many businesses."
"The product's initial setup phase was very easy."
"With the previous CRM we were using – the Google Ads landing pages we had – we were collecting leads manually. That process was not efficient and took a sales team a lot of time to insert these leads manually. Currently, the process is smooth and we use Zapier to collect the leads for us."
"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."
"Webhooks are the most valuable feature of Zapier."
"The most valuable feature of Zapier is it saves me time doing repetitive tasks."
 

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."
"The process of entering environment variables in AWS Glue requires navigating to a different page, which could be streamlined."
"The solution’s technical support could be improved."
"I would like to see a more robust interface on the no-code side. This would be nice to be able to split cells."
"It is not clear how the partition discovery would have been affected by more data coming in."
"If there's a cluster-related configuration, we have to make worker notes, which is quite a headache when processing a large amount of data."
"There should be more connectors for different databases."
"In terms of performance, if they can further optimize the execution time for serverless jobs, it would be a welcome improvement."
"With Zapier, improvements are required in the areas of concerns like bugs, ease of use, and documentation."
"I think that this solution should have more apps connected to it."
"It is not worth the money if you have a little bit of a technical mind...Zapier is not able to set up different modules. When automation doesn't work, it's not that easy to find why it didn't work."
"After mapping them out, and they'd worked for a while, I've had Zapier fail."
"It could support various languages along with Python."
"Some recent changes to the solution have made it bulky and not as intuitive to use as it previously was."
"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 pricing of the solution is quite expensive."
 

Pricing and Cost Advice

"The solution's pricing is based on DPUs so it is a good idea to optimize use or it can get expensive."
"Technical support is a paid service, and which subscription you have is dependent on that. You must pay one of them, and it ranges from $15,000 to $25,000 per year."
"AWS Glue follows a pay-as-you-go model, wherein the cost of the data you use will be counted as a monthly bill."
"If you are using the solution for an enterprise business, it will be expensive."
"It is an expensive product. I rate its pricing a nine out of ten."
"This solution is affordable and there is an option to pay for the solution based on your usage."
"The current cost is around forty to fifty thousand a month."
"I rate the tool an eight on a scale of one to ten, where one is expensive, and ten is expensive."
"It's very affordable."
"The least expensive plan is $24 a month, and you can go all the way to $800 a month if you're a huge company using many tasks."
"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."
"There is a free plan that is, of course, limited. However, it allows you to understand and check true scenarios for a while."
"The price of Zapier is approximately $75 monthly."
"Zapier's price is good."
"Think your Zaps through to make sure you don't use more Zaps than you need."
"Per task, there is a monthly plan involving 15 euros...Also, in different forms, they just give you the ability to use different features. They charge 18.58 euros for the first standard plan, which includes 750 tasks. So, it is about 25 cents per task."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Computer Software Company
13%
Manufacturing Company
8%
Insurance Company
6%
Computer Software Company
18%
Financial Services Firm
9%
University
9%
Educational Organization
8%
 

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.
 

Comparisons

 

Overview

 

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday
BuzzFeed, Groupon, Spotify, Columbia University, FOX
Find out what your peers are saying about AWS Glue vs. Zapier and other solutions. Updated: January 2025.
838,640 professionals have used our research since 2012.