AWS Glue vs Zapier comparison

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AWS Glue

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between AWS Glue and Zapier based on real PeerSpot user reviews.

Find out in this report how the two Cloud Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed AWS Glue vs. Zapier Report (Updated: October 2024).

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AWS Glue vs. Zapier

October 2024

Helped 816,406 peers since 2012

Categories and Ranking

AWS Glue

Ranking in Cloud Data Integration

1st

Average Rating

7.8

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Zapier

Ranking in Cloud Data Integration

9th

Average Rating

8.6

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2024, in the Cloud Data Integration category, the mindshare of AWS Glue is 24.8%, up from 24.6% compared to the previous year. The mindshare of Zapier is 2.1%, down from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Integration

Featured Reviews

Ajaykumar Myana

Senior Software Developer at a computer software company with 10,001+ employees

Provides serverless mechanism, easy data transformation and automated infrastructure management

We no longer had to worry much about infrastructure management because AWS Glue is serverless, and Amazon takes care of the underlying infrastructure. This allowed us to focus on the code and application logic without concerns about scaling, CPU management, or handling fluctuations in flow. The serverless nature of Glue jobs relieved us from these infrastructure-related worries.

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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

"Its user interface is quite good. You just need to choose some options to create a job in AWS Glue. The code-generation feature is also useful. If you don't want to customize it and simply want to read a file and store the data in the database, it can generate the code for you."

"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."

"It is a very scalable solution."

"I like its integration and ability to handle all data-related tasks."

"The most valuable features currently are glue studio, jobs, and triggers."

"Glue is a NoSQL-based data ETL tool that has some advantages over IIS and ISAs."

"The most valuable feature of AWS Glue is scalability."

"AWS Glue is very quick to start without cold starts, unlike AWS Lambda."

More AWS Glue pros

"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."

"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."

"The product's initial setup phase was very easy."

"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."

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

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

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

"We find it effortless to set up. We really don't have to do anything other than finding the application in the Zapier catalog. And as long as the application has been re-integrated into Zapier, they're able to then just provide the connection details and hook it up."

More Zapier pros

Cons

"I have encountered challenges with multi-region support."

"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."

"The mapping area and the use of the data catalog from Glue could be better."

"AWS Glue would be improved by making it easier to switch from single to multi-cloud."

"I would like to see stable libraries at the moment they are not there."

"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 solution's visual ETL tool is of no use for actual implementation."

"We face performance issues when using AWS Glue for data transformation and integration."

More AWS Glue cons

"Some recent changes to the solution have made it bulky and not as intuitive to use as it previously was."

"I think that this solution should have more apps connected to it."

"System-to-system is fine, but when it comes to system-to-user, where Zapier is helping to communicate to a user, that's a one-way communication. If that user has to perform some action on that notification, the action isn't handled by Zapier. So there's no way to orchestrate that and it's very cumbersome."

"It could support various languages along with Python."

"At the moment, they allow a limited number of apps. I look forward to getting more apps for each package."

"Some apps are not available yet. For instance, a connection with Joomla! would be great. In general, all the most-used apps are available, but I bumped into Joomla! with a client."

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

"After mapping them out, and they'd worked for a while, I've had Zapier fail."

More Zapier cons

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."

"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 is quite costly, especially for small organizations."

"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."

"It is an expensive product. I rate its pricing a nine out of ten."

"AWS Glue is a paid service that doesn't come under the free trial of AWS."

"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."

"I rate the tool's pricing a four out of ten."

More AWS Glue pricing and cost advice

"Zapier's price is good."

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

"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 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."

"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."

"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 product is reasonably priced."

"It's very affordable."

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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816,406 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

14%

Manufacturing Company

Insurance Company

Computer Software Company

20%

University

Financial Services Firm

Comms Service Provider

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

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Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue

Compared 7% of the time

Informatica PowerCenter vs AWS Glue

Compared 6% of the time

SSIS vs AWS Glue

Compared 5% of the time

Talend Open Studio vs AWS Glue

Compared 5% of the time

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Compared 24% of the time

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MuleSoft Composer vs Zapier

Compared 10% of the time

Fivetran vs Zapier

Compared 8% of the time

SnapLogic vs Zapier

Compared 7% of the time

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Product Reports

Download AWS Glue product report

AWS Glue

November 2024

Download Zapier product report

October 2024

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Amazon Web Services (AWS)

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.

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