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Airbyte Cloud 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

Airbyte Cloud
Average Rating
8.2
Reviews Sentiment
5.3
Number of Reviews
7
Ranking in other categories
Data Integration (44th), Cloud Data Integration (24th)
Dagster Labs
Average Rating
7.6
Reviews Sentiment
3.0
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

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.
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

"Since using Airbyte Cloud, we save approximately seventy to seventy-five percent of the time our data team was spending on manual data preparation."
"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."
"I definitely recommend and use this product because it has vast security capabilities."
"The best features Airbyte Cloud offers are the pipelines we are building, which are seamless and just a drag and drop, no-code, low-code platform."
"Airbyte Cloud has positively impacted my organization by reducing the manpower required for managing the underlying resources of a data sync."
"Airbyte Cloud has positively impacted our organization by being very helpful and speeding up our work environment."
"One significant benefit for us is reducing the amount of custom pipeline maintenance."
"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."
"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."
 

Cons

"My suggestion for improvement would mainly be around areas that could be enhanced: 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."
"Airbyte Cloud could be improved because the documentation and setup manual are quite limited."
"I give it an eight because of error messages. If they solve some error messages, that would help significantly."
"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."
"One challenge I have faced recently in Airbyte Cloud is occasional connector sync failure that requires troubleshooting through logs."
"I think Airbyte Cloud can be improved by adding more connectors and more customizable connectors."
"Dagster Labs is currently providing a Dagster University course, but those offerings are somewhat high-level."
"There are many ways Dagster Labs can be improved. I believe the UI is very slow and it prevents loading state."
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Top Industries

By visitors reading reviews
Construction Company
31%
Comms Service Provider
10%
Manufacturing Company
9%
Consumer Goods Company
7%
Construction Company
31%
Comms Service Provider
9%
Financial Services Firm
7%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Large Enterprise5
No data available
 

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...
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Overview

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