Axway AMPLIFY Application Integration vs StreamSets comparison

Axway and IBM are both solutions in the Data Integration category. Axway is ranked #55, while IBM is ranked #23 with an average rating of 9.5. Axway holds a 0.9% mindshare in DI, compared to IBM’s 1.2% mindshare. Additionally, 100% of Axway users are willing to recommend the solution, compared to 100% of IBM users who would recommend it.

Axway AMPLIFY Application I...

Read 4 Axway AMPLIFY Application Integration reviews

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100% willing to recommend

StreamSets

Read 21 StreamSets reviews

3,524 Views
2,643 Comparison Views

100% willing to recommend

Axway AMPLIFY Application I...

StreamSets

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Executive SummaryUpdated on Dec 19, 2024

Axway AMPLIFY Application Integration and StreamSets compete in data integration and management. StreamSets has the upper hand due to its robust features for complex data workflows, while Axway AMPLIFY attracts cost-conscious buyers with its pricing and support strengths.

Features: Axway AMPLIFY offers seamless cloud integration, strong API management tools, and enterprise-scale solutions, focusing on extensive API functionality. StreamSets stands out with advanced data tracking, flexible handling of structured and unstructured data, and Change Data Capture, catering to complex data management needs.

Room for Improvement: Axway AMPLIFY may benefit from simplifying its deployment process and enhancing its documentation for optimal performance. StreamSets could improve by addressing user interface concerns, enhancing portal response times, and expanding coding support for complex data scenarios.

Ease of Deployment and Customer Service: StreamSets provides a flexible deployment model with robust customer support, ensuring smooth integration and operation. Axway AMPLIFY offers straightforward deployment with comprehensive documentation but requires dedicated management for optimal performance, focusing more on guided implementation.

Pricing and ROI: Axway AMPLIFY offers competitive pricing, appealing to enterprises requiring API-centric solutions with strong ROI potential. StreamSets, though pricier, justifies its cost with significant returns through comprehensive data handling efficiency, making it suitable for data-intensive environments.

To learn more, read our detailed Axway AMPLIFY Application Integration vs. StreamSets Report (Updated: May 2026).

Buyer's Guide

Axway AMPLIFY Application Integration vs. StreamSets

May 2026

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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

55th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

No ranking in other categories

StreamSets

Ranking in Data Integration

23rd

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Data Integration category, the mindshare of Axway AMPLIFY Application Integration is 0.9%, up from 0.3% compared to the previous year. The mindshare of StreamSets is 1.2%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Mindshare Distribution
Product	Mindshare (%)
StreamSets	1.2%
Axway AMPLIFY Application Integration	0.9%
Other	97.9%

Data Integration

Featured Reviews

GuirinoCiliberti

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.

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SrinivasanSankar

Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees

Enables effective batch loading with visual interface and enterprise support

One issue I observed with StreamSets is that the memory runs out quickly when processing large volumes of data. Because of this memory issue, we have to upgrade our EC2 boxes in the Amazon AWS infrastructure. I had to switch to a new EC2 box, even though the processor was not fully utilized. It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades. Additionally, it would be a great enhancement if StreamSets could produce a lineage graph to visualize how the data has passed through the system.

Read full review

Quotes from Members

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

Pros

"The product is robust."

"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."

"Axway AMPLIFY Application Integration is very easy to use."

"Axway AMPLIFY Application Integration is quite a stable solution."

"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. 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."

"This product was a lot easier to use than the one we had before it, and it took us half an hour and we were set up and running it the first time."

"I really appreciate the numerous ready connectors available on both the source and target sides, the support for various media file formats, and the ease of configuring and managing pipelines centrally."

"StreamSets data drift feature gives us an alert upfront so we know that the data can be ingested. Whatever the schema or data type changes, it lands automatically into the data lake without any intervention from us, but then that information is crucial to fix for downstream pipelines, which process the data into models, like Tableau and Power BI models. This is actually very useful for us. We are already seeing benefits. Our pipelines used to break when there were data drift changes, then we needed to spend about a week fixing it. Right now, we are saving one to two weeks. Though, it depends on the complexity of the pipeline, we are definitely seeing a lot of time being saved."

"StreamSets' reusable assets have helped to reduce workload by 32% to 40%."

"The ETL capabilities are very useful for us. We extract and transform data from multiple data sources, into a single, consistent data store, and then we put it in our systems. We typically use it to connect our Apache Kafka with data lakes. That process is smooth and saves us a lot of time in our production systems."

"Also, the intuitive canvas for designing all the streams in the pipeline, along with the simplicity of the entire product are very big pluses for me. The software is very simple and straightforward. That is something that is needed right now."

"It is really easy to set up and the interface is easy to use."

"StreamSets is the leader in the market."

More StreamSets pros

Cons

"The product must improve its visibility and scalability."

"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."

"Axway AMPLIFY Application Integration is an expensive solution."

"The most important point to improve is the capability to deploy in large enterprises."

"Because it is so flexible, you really need someone who knows Axway Gateway or has been through the training and is certified."

"The problem is the registry to configure the systems, and it's not really scalable for companies with offices worldwide."

"The design experience is the bane of our existence because their documentation is not the best. Even when they update their software, they don't publish the best information on how to update and change your pipeline configuration to make it conform to current best practices. We don't pay for the added support. We use the "freeware version." The user community, as well as the documentation they provide for the standard user, are difficult, at best."

"Currently, we can only use the query to read data from SAP HANA. What we would like to see, as soon as possible, is the ability to read from multiple tables from SAP HANA. That would be a really good thing that we could use immediately. For example, if you have 100 tables in SQL Server or Oracle, then you could just point it to the schema or the 100 tables and ingestion information. However, you can't do that in SAP HANA since StreamSets currently is lacking in this. They do not have a multi-table feature for SAP HANA. Therefore, a multi-table origin for SAP HANA would be helpful."

"The logging mechanism could be improved. Now, it is a bit difficult to understand and filter the logs."

"The logging mechanism could be improved. If I am working on a pipeline, then create a job out of it and it is running, it will generate constant logs. So, the logging mechanism could be simplified. Now, it is a bit difficult to understand and filter the logs. It takes some time."

"One area for improvement could be the cloud storage server speed, as we have faced some latency issues here and there."

"One thing that I would like to add is the ability to manually enter data. The way the solution currently works is we don't have the option to manually change the data at any point in time. Being able to do that will allow us to do everything that we want to do with our data. Sometimes, we need to manually manipulate the data to make it more accurate in case our prior bifurcation filters are not good. If we have the option to manually enter the data or make the exact iterations on the data set, that would be a good thing."

"Visualization and monitoring need to be improved and refined."

"Sometimes, it is not clear at first how to set up nodes. A site with an explanation of how each node works would be very helpful."

More StreamSets cons

Pricing and Cost Advice

"Users need to pay an annual licensing fee for the solution."

"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."

"It's not so favorable for small companies."

"It has a CPU core-based licensing, which works for us and is quite good."

"The pricing is affordable for any business."

"There are two editions, Professional and Enterprise, and there is a free trial. We're using the Professional edition and it is competitively priced."

"StreamSets Data Collector is open source. One can utilize the StreamSets Data Collector, but the Control Hub is the main repository where all the jobs are present. Everything happens in Control Hub."

"The licensing is expensive, and there are other costs involved too. I know from using the software that you have to buy new features whenever there are new updates, which I don't really like. But initially, it was very good."

"The overall cost is very flexible so it is not a burden for our organization... However, the cost should be improved. For small and mid-size organizations it might be a challenge."

"I believe the pricing is not equitable."

More StreamSets pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

10%

Construction Company

Comms Service Provider

Financial Services Firm

11%

Insurance Company

Manufacturing Company

Real Estate/Law Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	2
Large Enterprise	11

Questions from the Community

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What needs improvement with StreamSets?

See all answers

What is your primary use case for StreamSets?

We are using StreamSets for batch loading.

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What advice do you have for others considering StreamSets?

If asked, I definitely recommend StreamSets to other users. My overall rating for the solution is nine.

See all answers

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Compared 5% of the time

SAS Data Integration Server vs Axway AMPLIFY Application Integration

Compared 5% of the time

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Compared 5% of the time

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Compared 8% of the time

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Compared 6% of the time

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Compared 5% of the time

Informatica PowerCenter vs StreamSets

Compared 5% of the time

Matillion Data Productivity Cloud vs StreamSets

Compared 4% of the time

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Product Reports

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Data Integration

May 2026

Axway AMPLIFY Application Integration report

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Buyer's Guide

StreamSets

April 2026

Download StreamSets product report

Also Known As

Integrator, Axway Integrator, AMPLIFY Application Integration

No data available

Overview

Axway AMPLIFY Application Integration is a dynamic platform valued for its flexible API Gateway, integrating with multiple systems and enhancing data efficiency while ensuring robust security.

With its adaptive API Gateway, Axway AMPLIFY Application Integration facilitates seamless data movement across diverse computing environments. It connects to systems like Active Directory and provides detailed reports, enhancing data management and security. Its features in machine-to-machine communication, file transfer, and API usage contribute to its stable and efficient performance. Despite its strengths, it requires skilled personnel for optimal use and improvements in management and visibility, particularly for global enterprises.

What are the key features of Axway AMPLIFY Application Integration?

API Gateway Flexibility: Adapts to different environments and security models.
Seamless Active Directory Integration: Facilitates secure and efficient user authentication.
Comprehensive Reporting: Offers extensive insights into usage and security issues.
Enhanced Machine-to-Machine Communication: Boosts data transfer efficiency.
Robust File Transfer Capabilities: Ensures reliable and fast data movement.

What benefits should users consider when evaluating Axway AMPLIFY?

Improved Transaction Speed: Speeds up data transfers between systems.
Enhanced Security: Provides advanced authentication and authorization controls.
Increased Integration Efficiency: Connects disparate systems smoothly.
Cost Consideration: Users note the solution's expenses compared to benefits.

Industries like automotive use Axway AMPLIFY Application Integration for projects involving application connectivity across regions. It supports dealer and logistics integrations, as well as bridging internal systems with platforms such as Salesforce, leveraging its policy engine to ensure secured data access and control, thereby enhancing transaction speed and security.

Axway

StreamSets streamlines data pipeline creation, connecting data from multiple sources to destinations like cloud platforms with minimal coding. Its centralized platform and intuitive design enhance ETL and data migration processes.

StreamSets integrates seamlessly with analytics platforms, offering tools such as Data Collector and Control Hub to facilitate data ingestion, transformation, and machine learning integrations. Its user-friendly interface and ready connectors aid in configuring complex data pipelines. With built-in data drift resilience and scheduling options, users experience efficient, scalable data management, despite challenges like latency in cloud storage and interface enhancement needs. Users often employ StreamSets for batch loading, real-time data processing, and smart data pipeline management, offering comprehensive data integration solutions.

What are the key features of StreamSets?

Data Collector: Enables streamlined data collection and processing.
Control Hub: Centralizes management of data pipelines.
Minimal Coding: Simplifies pipeline configuration with limited code requirement.
Data Drift Resilience: Adapts to changes in data patterns effectively.

What benefits should users look for?

Time-Saving: Efficient processes reduce manual effort.
Scalability: Easily manages large datasets.
Integration: Connects with leading analytics and cloud platforms.
Real-Time Processing: Supports continuous data delivery for timely insights.

In industries like finance and technology, StreamSets supports data migration, machine learning integrations, and analytics by simplifying data transformation and enhancing decision-making capabilities through its robust pipeline management.

IBM

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

Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge

Buyer's Guide

Axway AMPLIFY Application Integration vs. StreamSets

May 2026

Free Report: Axway AMPLIFY Application Integration vs. StreamSets

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