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Axway AMPLIFY Application Integration vs Dagster Labs comparison

 

Comparison Buyer's Guide

Executive Summary

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

Axway AMPLIFY Application I...
Ranking in Data Integration
56th
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
4
Ranking in other categories
No ranking in other categories
Dagster Labs
Ranking in Data Integration
54th
Average Rating
7.8
Reviews Sentiment
4.0
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of July 2026, in the Data Integration category, the mindshare of Axway AMPLIFY Application Integration is 0.9%, up from 0.4% compared to the previous year. The mindshare of Dagster Labs is 0.0%. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Dagster Labs0.0%
Axway AMPLIFY Application Integration0.9%
Other99.1%
Data Integration
 

Featured Reviews

GC
Principal Solution Architect at a comms service provider with 51-200 employees
The solution is robust and affordable, but it needs to improve its scalability and visibility of integrations
The initial setup is easy. It is very simple to start with. The last release from Axway provided many ways to simplify and speed up integration. The solution is deployed on the cloud and on-premises. We use Google, Amazon, and Azure as our cloud providers. The time taken for deployment is very short because the tool is robust.
reviewer2858760 - PeerSpot reviewer
Analytics Engineer at a retailer with 1,001-5,000 employees
Pipeline monitoring has improved and visual lineage now provides trusted, anomaly-aware data
There are many ways Dagster Labs can be improved. I believe the UI is very slow and it prevents loading state. Regarding needed improvements, I think there should be very good support available for migration if someone is migrating from a legacy system to Dagster Labs. Maybe that support needs to be better in a way that there should be customer service available for it, with more documentation or GitHub documentation that details what you should do and should not do, including do's and don'ts and how it will be beneficial or not beneficial. Something approach may be helpful during migration.

Quotes from Members

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

Pros

"Axway AMPLIFY Application Integration is quite a stable solution."
"The most valuable feature is that API Gateway is extremely flexible for any feature, such as connecting to Active Directory to pull the users and their authentication information. There are three ways to connect to Active Directory, and the reason for this is that the computing environments of our customers are very different. Every feature in API Gateway has got multiple methodologies for accomplishing those tasks, which is important because customers are constantly changing their security models, IT models, networks, etc. API Gateway is very flexible. It is not a one size fits all sort of situation where it is very rigid, and you can only use these pull-down menus, and that's all it ever does. It is much more open than that. It can give you fabulous reports on your users, usage, security issues, and the data sets that are going through there. You'll suddenly have visibility on the movement of data within or between your organization and other organizations. The other thing is that you're connecting API to API, which is machine to machine. The things that were done manually in an Excel spreadsheet before exchanging data through email are now done machine to machine and server to server. It speeds up the velocity of your business."
"Axway AMPLIFY Application Integration is very easy to use."
"The most valuable feature is that API Gateway is extremely flexible for any feature, such as connecting to Active Directory to pull the users and their authentication information."
"The product is robust."
"Dagster Labs has positively impacted my organization because whenever there is a change in the data, it becomes easy for me to schedule the job, run the changes, and make changes to be imported to the slowly changing dimension tables."
"As a product, it is one of the best I have had the pleasure to work with."
"Dagster Labs has provided a good sense of the data pipeline I have been using, and I have started to trust it even more because I have full confidence in whether it has been updated correctly and if it has failed."
"Dagster Labs has positively impacted our organization by making it much easier to create data pipelines, helping us create new use cases, and allowing us to transform all of the data we have into features, which Dagster Labs has greatly assisted with."
 

Cons

"Because it is so flexible, you really need someone who knows Axway Gateway or has been through the training and is certified."
"The most important point to improve is the capability to deploy in large enterprises."
"The problem is the registry to configure the systems, and it's not really scalable for companies with offices worldwide."
"Because it is so flexible, you really need someone who knows Axway Gateway or has been through the training and is certified. Just because you know APIs doesn't mean you're going to walk into that API Gateway and understand what to click on. If you're going to get something done quickly, you need to find an engineer from a company who has some experience with it. It is easy to learn, but if you're doing on-the-job training, it is going to take you longer to get your project accomplished."
"The product must improve its visibility and scalability."
"There are many ways Dagster Labs can be improved. I believe the UI is very slow and it prevents loading state."
"Additionally, the billing for Dagster Labs Cloud Plus is somewhat restrictive regarding the number of seats, which often pushes users towards the enterprise plan."
"Dagster Labs is currently providing a Dagster University course, but those offerings are somewhat high-level."
 

Pricing and Cost Advice

"The product is not expensive."
"API Gateway is priced on the number of transactions you run through it. API Gateway is free, and you can install as many API Gateways as you like or are necessary for your network. For example, if all of the data is inside your network or firewall, you may just need one API Gateway. If you have external customers trying to come into your organization through your firewall, you're going to need one API Gateway outside the firewall and one inside the firewall. If you have a lot of remote offices, you may want to put API Gateway in some of those offices as well. They only charge you for your usage of it. In other words, the number of transactions going through it. That's a good benefit."
"Users need to pay an annual licensing fee for the solution."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
12%
Manufacturing Company
11%
Computer Software Company
9%
Financial Services Firm
9%
Construction Company
30%
Comms Service Provider
9%
Financial Services Firm
7%
Retailer
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Also Known As

Integrator, Axway Integrator, AMPLIFY Application Integration
No data available
 

Overview

 

Sample Customers

BHF-BANK, BNP Paribas, Continental Corporation Automotive Group, Clearstream MFT, Federal Office of Information Technology, Systems and Telecommunication (FOITT), DHL, Union Nationale de Mutualit_s Socialistes, ZF Group, La Poste, Gassco, IdenTrust, Perugia Hospital, International Post Corporation, Bundesagentur fªr Arbeit (BA), IHC Health Solutions, Lenovo, Genzyme
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