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Airbyte Cloud vs Apache Kafka on Confluent Cloud 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

Airbyte Cloud
Average Rating
8.0
Reviews Sentiment
2.2
Number of Reviews
2
Ranking in other categories
Data Integration (42nd), Cloud Data Integration (23rd)
Apache Kafka on Confluent C...
Average Rating
8.6
Reviews Sentiment
5.6
Number of Reviews
15
Ranking in other categories
Streaming Analytics (11th)
 

Mindshare comparison

Airbyte Cloud and Apache Kafka on Confluent Cloud aren’t in the same category and serve different purposes. Airbyte Cloud is designed for Cloud Data Integration and holds a mindshare of 0.4%.
Apache Kafka on Confluent Cloud, on the other hand, focuses on Streaming Analytics, holds 0.5% mindshare.
Cloud Data Integration Mindshare Distribution
ProductMindshare (%)
Airbyte Cloud0.4%
AWS Glue8.8%
AWS Database Migration Service7.4%
Other83.4%
Cloud Data Integration
Streaming Analytics Mindshare Distribution
ProductMindshare (%)
Apache Kafka on Confluent Cloud0.5%
Apache Flink10.9%
Databricks9.0%
Other79.6%
Streaming Analytics
 

Featured Reviews

Bhaglal Kapar - PeerSpot reviewer
Senior System Engineer at a manufacturing company with 51-200 employees
Data workflows have accelerated and now optimize migration and cost management
The best feature Airbyte Cloud offers is data transformation. Airbyte Cloud has positively impacted our organization by being very helpful and speeding up our work environment. An example of how it has helped speed things up is that we have data here and there, which helps us to organize and speed up our migration. Data tasks help our workflow and organization because most of the things we do manually, so that helps organize.
AF
Lead Software Engineer at a tech vendor with 10,001+ employees
Has unified log streams from multiple systems and accelerated issue tracking through streamlined setup
I think Apache Kafka on Confluent Cloud can be improved by probably working more around Confluent or the tool. In my opinion, it should utilize the response structures in a better way or be able to detect if there is any variable or if there is any data structure that is mismatched, as it would be easier than us manually having to put in the exact name in order for it to match the response. Regarding additional improvements, I would say probably around error handling, where when we encounter errors specific to our response structures and everything, or the tables or anything of that nature, it would be better if we were prompted with better error handling mechanisms. I do not think there are any other improvements Apache Kafka on Confluent Cloud needs, aside from error handling and response structures.

Quotes from Members

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

Pros

"Airbyte Cloud has positively impacted our organization by being very helpful and speeding up our work environment."
"Airbyte Cloud has positively impacted our organization because we were looking for multiple products and ended up choosing Airbyte because it is easy to use and set up."
"It's very fast and helps us to create the project, guarantee the message delivery, and the performance."
"The product's installation phase is pretty straightforward for us since we know how to use it."
"The order guarantee of Apache Kafka on Confluent Cloud and the amount of throughput it can handle are valuable; the fact that the consumer pulls the data, not the broker, makes it more resilient and more reliable compared to other technologies."
"The benefits that I have seen from having a real-time architecture include better velocity for developers; instead of developing many of those capabilities in each team, we can rely on Apache Kafka on Confluent Cloud to provide those functionalities we want, and the teams can focus on their own business instead of providing all sorts of APIs and dependencies to other domains, allowing everyone to run faster."
"Apache Kafka on Confluent Cloud is critical infrastructure for us; without it, our infrastructure costs would increase significantly, potentially amounting to hundreds of thousands of dollars each year, and its real-time capabilities accelerate speed to value and enable new use cases, providing significant business value."
"In case of huge transactions on the web or mobile apps, it helps you capture real-time data and analyze it."
"The state-saving feature is very much appreciated. It allows me to rewind a certain process if I see an error and then reprocess it."
"Confluent Cloud handles data volume pretty well."
 

Cons

"Airbyte Cloud can be improved because it looks good so far, but based on the AI coming, they have to catch up with AI agents."
"I think Airbyte Cloud can be improved by adding more connectors and more customizable connectors."
"The solution is expensive."
"Regarding real-time data usage, there were challenges with CDC (Change Data Capture) integrations. Specifically, with PyTRAN, we encountered difficulties. We recommended using our on-premises Kaspersky as an alternative to PyTRAN for that specific use case due to issues with CDC store configuration and log reading challenges with the iton components."
"In terms of improvements, observability and monitoring are areas that could be enhanced. They are lacking in terms of observability and monitoring compared to other products."
"There could be an in-built feature for data analysis."
"I thought Confluent would stop me when I crossed the credits, but it did not, and then I got charged."
"Improvement can be made by making it easier to build applications on the real-time stream, focusing on real-time pre-processing and anomaly detection."
"Maybe in terms of Apache Kafka's integration with other Microsoft tools, our company faced some challenges."
"The ability to implement request-response communication on Apache Kafka needs improvement."
 

Pricing and Cost Advice

Information not available
"I think the pricing is fair, but Confluent requires a little bit more thinking because the price can go up really quickly when it comes to premium connectors."
"Regarding pricing, Apache Kafka on Confluent Cloud is not a cheap tool. The right use case would justify the cost. It might make sense if you have a high volume of data that you can leverage to generate value for the business. But if you don't have those requirements, there are likely cheaper solutions you could use instead."
"I consider that the product's price falls under the middle range category."
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Top Industries

By visitors reading reviews
Construction Company
42%
Comms Service Provider
8%
Healthcare Company
6%
Media Company
5%
Construction Company
18%
Financial Services Firm
11%
Manufacturing Company
7%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise3
Large Enterprise8
 

Questions from the Community

What is your experience regarding pricing and costs for Airbyte Cloud?
My experience with pricing, setup cost, and licensing was good.
What needs improvement with Airbyte Cloud?
Airbyte Cloud can be improved because it looks good so far, but based on the AI coming, they have to catch up with AI agents. Everything seems to be going through AI, so that is a consideration for...
What is your primary use case for Airbyte Cloud?
Airbyte Cloud's main use case for our organization is to optimize our cost. A specific example of how we're using Airbyte Cloud to optimize costs is that we have some tools, and they also help us t...
What needs improvement with Apache Kafka on Confluent Cloud?
I think Apache Kafka on Confluent Cloud can be improved by probably working more around Confluent or the tool. In my opinion, it should utilize the response structures in a better way or be able to...
What is your primary use case for Apache Kafka on Confluent Cloud?
I have used Apache Kafka on Confluent Cloud for one of my projects with regard to log monitoring. My main use case for Apache Kafka on Confluent Cloud in that project was mainly streaming of the lo...
What advice do you have for others considering Apache Kafka on Confluent Cloud?
My advice to others looking into using Apache Kafka on Confluent Cloud is that it is easier and has a low learning curve. If there is any use case regarding streaming, I would suggest starting off ...
 

Overview

Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Salesforce and others in Cloud Data Integration. Updated: March 2026.
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