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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
9th
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 March 2025, in the Cloud Data Integration category, the mindshare of AWS Glue is 21.4%, down from 21.8% compared to the previous year. The mindshare of Zapier is 1.8%, 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 - 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

"You do not need many frameworks to run Glue."
"It's very good to manage."
"The solution's technical support is good. Whenever we raise a use case where we face an issue in our company, we get a response from the solution's technical team."
"I like its integration and ability to handle all data-related tasks."
"I appreciate AWS Glue for its cost-effectiveness."
"For ETL, I feel the performance is excellent."
"AWS Glue is a good solution for developers, they have the ability to write code in different languages and other software."
"The solution is stable and reliable."
"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."
"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."
"Zapier handles everything under the sun that you would think you need in automation. It is the most mature integration platform and service on the market."
"We can connect Zapier with Zoho CRM for lead generation. I like the tool's drag and drop feature."
"Zapier is a really good tool for connecting multiple different platforms and data sources. For example, with Quickbase, I can easily integrate data from other sources like AWS or task-tracking platforms such as ClickUp or Asana."
"The most valuable aspect of this solution is that it is very intuitive and has a very flat learning curve."
 

Cons

"The price of the solution could improve."
"In terms of performance, if they can further optimize the execution time for serverless jobs, it would be a welcome improvement."
"The start-up time is really high right now. For instance, when you start up a new job, you have to wait for five or eight minutes before it starts. If the start-up time is reduced to one or two minutes, it will be great. It will be better to have a direct linkage to Redshift in AWS. If we can use data catalogs from Redshift, it will be so easy to create some data catalogs. Currently, we can only use data catalogs from S3."
"Cost-wise, AWS Glue is expensive, so that's an area for improvement. The process for setting up the solution was also complex, which is another area for improvement."
"Improvements in the UI are needed, as it is challenging to understand some functionalities."
"It is quite clunky and code-heavy, which is my biggest problem."
"There could be an enhanced way of managing pure metadata management or data cataloging."
"The solution’s stability could be improved."
"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."
"Being able to share Zaps and organize them with teammates would allow sharing and refining scenarios and even combining steps that require different people's credentials."
"The solution does not work properly when we apply filters and we get errors."
"I think that this solution should have more apps connected to it."
"At the moment, they allow a limited number of apps. I look forward to getting more apps for each package."
"Some recent changes to the solution have made it bulky and not as intuitive to use as it previously was."
"Zapier needs more YouTube or video tutorials or more training for people. That would help a lot. In particular, Zapier should have documentation for every connector. Its documentation needs to be more detailed and visual."
"The pricing of the solution is quite expensive."
 

Pricing and Cost Advice

"AWS Glue follows a pay-as-you-go model, wherein the cost of the data you use will be counted as a monthly bill."
"I rate the tool's pricing a four out of ten."
"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."
"The solution's pricing is based on DPUs so it is a good idea to optimize use or it can get expensive."
"AWS Glue is quite costly, especially for small organizations."
"The current cost is around forty to fifty thousand a month."
"It is not expensive. AWS Glue works on the serverless architecture. We get charged for the time the server is up. For our use case, we have to use it once in a day, and it is not expensive for us."
"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."
"Zapier's price is good."
"The price of Zapier is approximately $75 monthly."
"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."
"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."
"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."
"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."
"The product is reasonably priced."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Computer Software Company
13%
Manufacturing Company
8%
Government
6%
Computer Software Company
18%
Financial Services Firm
9%
University
8%
Educational Organization
7%
 

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: March 2025.
842,388 professionals have used our research since 2012.