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CloudQuery vs IBM App Connect comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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

CloudQuery
Ranking in Cloud Data Integration
23rd
Average Rating
9.0
Reviews Sentiment
6.5
Number of Reviews
2
Ranking in other categories
No ranking in other categories
IBM App Connect
Ranking in Cloud Data Integration
18th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
26
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Cloud Data Integration category, the mindshare of CloudQuery is 0.6%, up from 0.1% compared to the previous year. The mindshare of IBM App Connect is 1.8%, down from 4.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Data Integration Mindshare Distribution
ProductMindshare (%)
IBM App Connect1.8%
CloudQuery0.6%
Other97.6%
Cloud Data Integration
 

Featured Reviews

MR
Cloud Security Support at a tech vendor with 501-1,000 employees
AI-driven queries have transformed how I discover hidden cloud assets and misconfigurations
One of the improvements that could be made to CloudQuery is the GUI. In the past, I had issues where I couldn't see all the information that would pop up at the bottom. That might be fixed by now, but I was experiencing issues with the GUI itself. CloudQuery's AI capabilities lack governance and security features. While the AI is great for helping me craft SQLs to find assets in the environment, it does not have real security features for blocking or similar tasks. I can set up SQLs for alerting, but I find that a bit limiting. For what it is, CloudQuery is great. The only improvement I could suggest would be to set up more alerting features, but overall it is great for what it is, and I would say it feels a little bit limiting.
Nirav Patel - PeerSpot reviewer
Senior QA Engineer at a tech vendor with 1,001-5,000 employees
Cloud workflows have accelerated integrations and now demand better debugging and DevOps support
IBM App Connect provides many features, but there are several areas for improvement. Better debugging and observability would help us track any single transaction end-to-end across steps and connectors. Features such as a step-by-step line view and one-click download for flow execution would be beneficial. Improved CI/CD pipeline and GitOps experience would be valuable. The team wants flows as code and predictable promotion across development, test, and production environments. Stronger native Git integration, export-import functionalities, and first-class pipeline templates like Jenkins, GitHub, and Azure DevOps would be beneficial. More cloud-native, lightweight runtime options would be very helpful. Connector reliability and consistency need improvement because some connectors feel more mature than others, and version changes can break mapping. Pricing and licensing clarity is important because the licensing is complex and can slow down adoption and planning. Some improvement areas include handling very complex structures that the platform currently does not support. Improvements on the DevOps side, particularly providing templates, would be beneficial. The platform is somewhat expensive and hard to predict in terms of cost. Debugging features need to be provided. For CI/CD, the flows are not truly accurate and need improvement.

Quotes from Members

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

Pros

"CloudQuery has positively impacted my organization because instead of navigating through multiple cloud consoles, I can run an SQL query and get, for example, all my S3 buckets that are public, private, or that I need to do something with."
"The AI-generated SQL works well for my team as it gets things right most of the time."
"When using IBM stacks, IBM App Connect is suitable and integrates well with other IBM products like WebSphere."
"The solution is a good product in the integration space and a leader in the market."
"App Connect's best feature is that it can be deployed in a container."
"Technical support is good."
"They give excellent technical support."
"I like the adapters. The adapters help us achieve scalability. If you want to connect to SAP, there's an adapter. Salesforce? There's an adapter. You want to connect to another system? There's likely an adapter for that."
"One of the most beneficial features is the ability to handle multiple communication technologies, like integrating Kafka flows, which is helpful as other teams heavily use it. Regarding error handling, I initially wrote most of the handling myself. While built-in features for error handling are built-in, it largely depends on the developer. We use a custom solution that catches all exceptions, logs them in a database, and replays them as needed. It has been effective for us for over twenty years."
"It has an efficient design flow."
 

Cons

"CloudQuery really acts as an asset inventory tool, which is great, but I find that somewhat limiting."
"The product should improve its support."
"Plugins for the repositories are a little difficult to find."
"I've been using IBM App Connect for about twenty-five years, and while I like it, there are some areas for improvement. The trace policy is ridiculous, and the biggest issue is the cost—it's expensive. People would use it much more if the price point weren't so high."
"Because we have the Hypervisor Edition, we have run into scalability issues."
"The setup time for App Connect could be improved."
"IBM needs to enhance and have a stronger offering for the event streaming part because this is the future needed for the containerization and the new integration requirement."
"Updates are constantly delayed."
"The integration with HR systems could be better."
 

Pricing and Cost Advice

Information not available
"The licensing cost for IBM App Connect is very high."
"The solution's pricing isn't cheap, but you can get good discounts based on your competitive deal."
"The price could be better."
"The cost depends upon the consumer."
"Initially, App Connect was quite expensive because the cost was based on the number of processors we used. However, it's now based on containers, which means we can be more specific about our consumption and get a better price."
"IBM App Connect's pricing is high compared to other products."
"It is very expensive if we want to scale."
"App Connect is not cheap."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
15%
Manufacturing Company
14%
Construction Company
8%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise4
Large Enterprise21
 

Questions from the Community

What needs improvement with CloudQuery?
CloudQuery could maybe integrate with some AI agents like ChatGPT or Claude to help us do some things like writing in natural language instead of SQL. Regarding CloudQuery's AI capabilities, I thin...
What is your primary use case for CloudQuery?
My main use case for CloudQuery is as a tool for inventory platforms that lets me extract, transform, and query infrastructure data using SQL. A quick specific example of how I use CloudQuery in my...
What advice do you have for others considering CloudQuery?
My advice to others looking into using CloudQuery is that if you like SQL, you can use this product as if it was MySQL, SQL Server, or any other relational database. I would rate this product a 10 ...
What is your experience regarding pricing and costs for IBM App Connect?
Configuration time varies by implementation. For insurance companies with simple JDBC connections, the process is straightforward. However, companies requiring multiple configurations for ODBC, JDB...
What is your primary use case for IBM App Connect?
IBM App Connect serves as our integration platform, allowing us to connect application systems and data without heavy load or heavy coding. In my current organization, we use the AWS cloud, and IBM...
What advice do you have for others considering IBM App Connect?
We are using the private cloud deployment on AWS. My company purchased IBM App Connect through the AWS Marketplace. IBM App Connect is a very user-friendly tool, and we can very easily integrate wi...
 

Also Known As

No data available
IBM Cast Iron
 

Overview

 

Sample Customers

Information Not Available
United Way of Allegheny County, Saint-Gobain CPS, Ricoh, SunTrust Banks Inc.
Find out what your peers are saying about CloudQuery vs. IBM App Connect and other solutions. Updated: July 2026.
909,563 professionals have used our research since 2012.