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Dagster Labs vs Oracle GoldenGate 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

Dagster Labs
Ranking in Data Integration
37th
Average Rating
7.8
Reviews Sentiment
4.5
Number of Reviews
6
Ranking in other categories
No ranking in other categories
Oracle GoldenGate
Ranking in Data Integration
22nd
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
52
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Data Integration category, the mindshare of Dagster Labs is 0.0%. The mindshare of Oracle GoldenGate is 1.5%, down from 3.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Oracle GoldenGate1.5%
Dagster Labs0.0%
Other98.5%
Data Integration
 

Featured Reviews

AS
IT Consultant at a outsourcing company with 10,001+ employees
Automation and lineage visibility have transformed how our teams schedule and monitor ETL workflows
There are multiple products from Dagster Labs: Dagster Cloud, Dagster Labs, and sometimes it is quite confusing to choose which one for what purposes. I know there are some licensing buckets for small organizations, medium organizations, and bigger organizations, so the modeling and the cost estimation part could be more intuitive, making it easier for beginners to understand how much time and money they would save by onboarding Dagster Labs in their project. I deducted two points because I faced some challenges working with the Git repository integration with Dagster Labs due to some security keys or some weird issue. I had to get in a call with Dagster Labs subject matter expert, and we really struggled for two to three weeks because we could not establish the secure connection through that.
EmmanuelCatalano - PeerSpot reviewer
DBA at a tech services company with 5,001-10,000 employees
Real-time data streaming has simplified transformations and kept enterprise databases synchronized
Oracle GoldenGate is good, but I would like to improve it. There is a need for whoever installs and configures Oracle GoldenGate to set the correct parameters for the use cases we need to use. In some cases, we had performance problems related to the streaming because there was a lot of information to stream concurrently. However, you can tune Oracle GoldenGate to use more RAM on the source side or more processes. I think that sometimes what is missing is knowledge about the tool from the person responsible for configuration. At this moment, Oracle GoldenGate is a very good tool, and I do not know in which area we can improve it. Perhaps the debug part of the tool could be improved. In some cases, I use the utility for how Oracle GoldenGate generates messages about the statements that it streams because of bugs, and in some cases, it is not very user-friendly. It may be possible to improve the API or the path related to debugging, but not the tool itself. The tool itself is good. I remember that in some configurations, we had problems with the streaming of DDL, which are changes to Oracle object structures such as tables and procedures. A new feature could be to perform streaming for operational objects such as procedures, functions, packages, or grants. This would synchronize source and target for these aspects, not only for data or the main types of structures, but also for others. I remember that there was some configuration in which you performed the streaming of the entire schema, or if you performed streaming for only tables, then you were unable to stream grants and other Oracle objects. I think it is important to introduce that capability.

Quotes from Members

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

Pros

"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."
"As a product, it is one of the best I have had the pleasure to work with."
"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."
"Since automating with Dagster Labs, I save around 90% of manual effort."
"Dagster Labs has impacted my organization positively by enabling faster project delivery since it has reduced a lot of manual efforts, especially the manual scheduling part."
"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."
"The platform's most helpful features are its speed and its guarantee of data replication from one database to another."
"It moves the data as you set it up, and it works. I am also very impressed with its stability and scalability. It is not super feature-rich, but the new releases have more functionality. It recently had more native integrations with Oracle Database. If you are using it against an Oracle database, it has a lot more functionality."
"I am also very impressed with its stability and scalability."
"The most valuable feature of Oracle GoldenGate is its cost-effectiveness compared to other solutions like Oracle Data Guard, especially for Oracle-to-non-Oracle replication scenarios."
"It works best with Oracle."
"What I have found the most valuable about GoldenGate is that it does real-time and no-downtime migrations. Its migrations are fast. There are not many tools like it on the marketplace."
"GoldenGate can connect and collect data from multiple sources, such as SQL Server."
"The most valuable feature of Oracle GoldenGate is its ability to sync data in real-time, which is crucial for me."
 

Cons

"There are many ways Dagster Labs can be improved. I believe the UI is very slow and it prevents loading state."
"One major issue I see with Dagster Labs is with retrying the pipeline; of course, there is a retry of the pipeline available in case it fails, but it starts from the beginning at the first step."
"Additionally, the billing for Dagster Labs Cloud Plus is somewhat restrictive regarding the number of seats, which often pushes users towards the enterprise plan."
"I deducted two points because I faced some challenges working with the Git repository integration with Dagster Labs due to some security keys or some weird issue."
"Dagster Labs is currently providing a Dagster University course, but those offerings are somewhat high-level."
"GoldenGate is expensive. It's costly because this solution is unique in our market. The GoldenGate Cloud Service is cheaper than the on-premise solution."
"Base versions where a bit buggy particularly during recovery after there were machine/host crashes or unexpected shutdowns."
"The problem with GoldenGate is it is very complex to use. You need heavyweight skills to use it."
"I would like to see the interface more graphical and easier to use."
"There are some DDLs that have problems with GoldenGate. These issues detract from stability and it is something that should be improved."
"The solution's licensing price is very expensive and could be made more competitive."
"Monitoring must be a bit more enhanced."
"Some issues regarding stability need to be resolved."
 

Pricing and Cost Advice

Information not available
"We pay a yearly licensing fee for Oracle GoldenGate, which is very expensive."
"The solution would be costly for a small organization."
"We have purchased corporate licensing to use Oracle GoldenGate."
"Oracle GoldenGate is a high-priced solution because it follows the core-based pricing model versus the software-based pricing model of other solutions."
"The tool needs to improve its pricing."
"Licensing for Oracle GoldenGate is paid yearly."
"The price of this solution is good."
"We do like the price of this solution."
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Comparison Review

it_user99375 - PeerSpot reviewer
Database Administrator at a tech services company with 51-200 employees
Mar 31, 2014
Oracle GoldenGate vs. Oracle Active Dataguard
As an Oracle DBA, while working upon high availability of your database you may stumble upon various Oracle strategic capabilities that fall into categories of Oracle Replication. Oracle provides various technologies for replication like GoldenGate, streams, and Active Dataguard. Replication…
 

Top Industries

By visitors reading reviews
Construction Company
28%
Outsourcing Company
9%
Comms Service Provider
9%
Financial Services Firm
7%
Financial Services Firm
18%
Manufacturing Company
8%
Construction Company
6%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise5
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise5
Large Enterprise30
 

Questions from the Community

What needs improvement with Dagster Labs?
Dagster Labs is currently providing a Dagster University course, but those offerings are somewhat high-level. When a user comes in and tries to learn Dagster Labs, there need to be different kinds ...
What is your primary use case for Dagster Labs?
The main use case for using Dagster Labs is to utilize ETL processes such as extract, transform, and load because we already have raw data, and we perform all the necessary transformations, includi...
What advice do you have for others considering Dagster Labs?
I would advise others looking into using Dagster Labs to utilize all of the features provided by Dagster Labs, as it has many great offerings. I would rate this product a seven out of ten.
What is your experience regarding pricing and costs for Oracle GoldenGate?
The pricing of Oracle GoldenGate depends on the discount we receive from Oracle. If the customer orders a larger quantity, we get a more flexible price. The list price is high, and the price can so...
What needs improvement with Oracle GoldenGate?
Oracle GoldenGate is good, but I would like to improve it. There is a need for whoever installs and configures Oracle GoldenGate to set the correct parameters for the use cases we need to use. In s...
What is your primary use case for Oracle GoldenGate?
I'm working with other Oracle products and Oracle GoldenGate on-premises. I can share my experience with Oracle GoldenGate on-premises. I have used it for several years to stream data between datab...
 

Also Known As

No data available
GoldenGate
 

Overview

 

Sample Customers

Information Not Available
Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom
Find out what your peers are saying about Dagster Labs vs. Oracle GoldenGate and other solutions. Updated: July 2026.
909,725 professionals have used our research since 2012.