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Airbyte Cloud vs StreamSets 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:
 

ROI

Sentiment score
4.4
Airbyte Cloud dramatically cuts data preparation time and costs, enhancing efficiency and resource savings for startup teams.
Sentiment score
8.1
StreamSets speeds up data processing, boosts efficiency and revenue, simplifies tasks, enhances security, and reduces costs significantly.
We also avoid hiring a dedicated data engineer for pipeline maintenance, which has saved us a significant salary.
Product Manager Intern at a agriculture with 11-50 employees
I have observed a return on investment with 30 to 70 percent of costs saved.
Senior Associate Infrastructure at Publicis Sapient
The main benefit was reducing engineering time spent maintaining custom ingestion pipelines and lowering operational overhead around data syncs, which indirectly contributes to efficiency.
Senior Software Engineer at a tech vendor with 11-50 employees
 

Customer Service

Sentiment score
3.4
Airbyte Cloud's customer service is praised for responsiveness, swift response times, and effective initial interactions, leading to user satisfaction.
Sentiment score
6.7
StreamSets support is responsive and knowledgeable, offering effective solutions, though response times and technical handling could improve.
Airbyte Cloud's customer support is professional and quite responsive.
Senior Associate Infrastructure at Publicis Sapient
IBM technical support sometimes transfers tickets between different teams due to shift changes, which can be frustrating.
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
 

Scalability Issues

Sentiment score
4.1
Users praise Airbyte Cloud for efficiently handling growing data demands with seamless scalability and adaptable, cloud-based flexibility.
Sentiment score
7.6
StreamSets is scalable and flexible, favored for cloud use but could improve auto-scaling for large data migrations.
We can run multiple syncs in parallel at the same time.
Senior Associate Infrastructure at Publicis Sapient
Airbyte Cloud is highly scalable, and we can scale it up whenever required on demand.
Data Engineer at a tech vendor with 51-200 employees
Airbyte Cloud scales well as our data needs grow to a scale of ten.
Product Manager Intern at a agriculture with 11-50 employees
 

Stability Issues

Sentiment score
7.7
Airbyte Cloud is stable, with reliable sync accuracy and effective performance, comparing favorably to competitors like Fivetran.
Sentiment score
7.8
StreamSets is praised for stability and reliability, despite minor memory issues, with high user ratings and market competitiveness.
The incremental sync feature is particularly very accurate as it only moves new or changed records, which keeps our warehouse clean and our data cost-controlled.
Product Manager Intern at a agriculture with 11-50 employees
Airbyte Cloud has handled our workloads well for scheduled syncs between Postgres and a few SaaS sources and Snowflake.
Senior Software Engineer at a tech vendor with 11-50 employees
 

Room For Improvement

Airbyte Cloud needs AI integration, better UI, monitoring, comprehensive documentation, and enhanced debugging for improved user experience.
StreamSets struggles with integration, real-time processing, clarity in UI, memory issues, security, documentation, and cloud storage performance.
A more user-friendly error explanation would be beneficial.
Product Manager Intern at a agriculture with 11-50 employees
Comprehensive video tutorials, demonstrations, or proper documentation would be beneficial.
Senior Associate Infrastructure at Publicis Sapient
Error debugging depth in the UI, more granular visibility into why a sync failed, and better handling or guidance around schema changes when they happen frequently in source systems.
Senior Software Engineer at a tech vendor with 11-50 employees
It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades.
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
 

Setup Cost

StreamSets provides flexible pricing models, with varied user satisfaction, favoring larger enterprises over smaller companies due to cost.
Its price is 30 to 70 percent lower compared to competitor tools in the market.
Senior Associate Infrastructure at Publicis Sapient
I think the overall cost was relatively low, so I don't think we had any issues with billing or costs.
Senior Product Analyst at Argyle
 

Valuable Features

Airbyte Cloud offers powerful connectors, automation, and security, streamlining data integration and reducing engineering effort and maintenance hassle.
StreamSets offers intuitive interface, extensive connectors, and features accessible to non-technical users for seamless data integration and manipulation.
Definitely the pre-built connectors have been the most valuable feature for my team, and it has made my workflow easier.
Product Manager Intern at a agriculture with 11-50 employees
The best features I found most useful were the large number of pre-built connectors, the managed scheduling for syncs, and the ability to monitor sync status and failures through the UI without needing to maintain infrastructure.
Senior Software Engineer at a tech vendor with 11-50 employees
The best feature that I have liked about it is the scheduling and automation features that help reduce manual effort significantly in moving data between systems.
Python Developer at Appice
It allows a hybrid installation approach, rather than being completely cloud-based or on-premises.
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
 

Categories and Ranking

Airbyte Cloud
Ranking in Data Integration
26th
Average Rating
8.4
Reviews Sentiment
4.5
Number of Reviews
10
Ranking in other categories
Cloud Data Integration (16th)
StreamSets
Ranking in Data Integration
24th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
21
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of July 2026, in the Data Integration category, the mindshare of Airbyte Cloud is 0.7%. The mindshare of StreamSets is 1.2%, down from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
StreamSets1.2%
Airbyte Cloud0.7%
Other98.1%
Data Integration
 

Featured Reviews

ParthasarathyT - PeerSpot reviewer
Senior Associate Infrastructure at Publicis Sapient
Centralized data pipelines have reduced costs and now power faster analytics and reporting
The best features Airbyte Cloud offers include the centralization of data for analytics by combining data from SaaS tools, databases, and APIs into one place. It enables production models, BI reporting, and ML use cases. Airbyte Cloud has a huge connector ecosystem with over 600 connectors across SaaS tools, databases, apps, and platforms that can be integrated. Faster integration requires less engineering work. Automation and reliability are significant features, allowing me to schedule syncs daily with auto-retry, logging, and alerting capabilities. Incremental updates such as CDC for efficiency are available. Airbyte Cloud is a managed cloud solution with no infrastructure worries, as everything is managed. It is customizable, and the significant difference is that we have full control. It is also more cost-effective than competitors.Airbyte Cloud has positively impacted my organization by reducing the manpower required for managing the underlying resources of a data sync. It directly performs the job that a database engineer would do by managing a huge connector ecosystem with over 600 connectors across SaaS tools and databases, enabling faster integration. Whenever new data arrives, it automatically syncs to the destination source without requiring any engineer to manually copy or replicate the data. This approach helps our organization significantly.
SS
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.
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Top Industries

By visitors reading reviews
Construction Company
26%
Computer Software Company
15%
Comms Service Provider
9%
Manufacturing Company
7%
Financial Services Firm
12%
Manufacturing Company
7%
Insurance Company
7%
Computer Software Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Large Enterprise5
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise2
Large Enterprise11
 

Questions from the Community

What is your experience regarding pricing and costs for Airbyte Cloud?
Regarding pricing and licensing, the process is a FinOps task. Airbyte Cloud is more effective than Fivetran, which we used earlier. Its price is 30 to 70 percent lower compared to competitor tools...
What needs improvement with Airbyte Cloud?
Airbyte Cloud does have some limitations, particularly in terms of connector quality, as it varies, and not every connector has the same maturity level since many are community-driven. Additionally...
What is your primary use case for Airbyte Cloud?
My main use case for Airbyte Cloud is to move data automatically from multiple source systems into a centralized data platform for analytics, reporting, AI, and business intelligence. Airbyte Cloud...
What needs improvement with StreamSets?
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 infr...
What is your primary use case for StreamSets?
We are using StreamSets for batch loading.
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.
 

Overview

 

Sample Customers

Information Not Available
Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge
Find out what your peers are saying about Airbyte Cloud vs. StreamSets and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.