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TIBCO BusinessWorks vs dbt comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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

dbt
Ranking in Data Integration
17th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
7
Ranking in other categories
Data Quality (6th)
TIBCO BusinessWorks
Ranking in Data Integration
20th
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
30
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of March 2026, in the Data Integration category, the mindshare of dbt is 1.7%, up from 1.0% compared to the previous year. The mindshare of TIBCO BusinessWorks is 0.9%, down from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
dbt1.7%
TIBCO BusinessWorks0.9%
Other97.4%
Data Integration
 

Featured Reviews

AS
Principal Data Engineer at Integrant, Inc.
Data teams have streamlined code-driven pipelines and now collaborate faster on shared models
We are still experimenting with testing, but not that much. We are not using some features yet. We are trying to introduce them because we are coming from a background of SSIS. The team used to work with SSIS, Microsoft SQL Server Integration Services. We are still adapting one feature at a time. Currently, we are working with the SQL modules and with the Jinja templating. We are experimenting with testing, but I would say towards the end of this year, we are planning to explore more of the documentation and the data lineage options as well. I would say the benefits are coming from GUI-based tools like SSIS. We have more control on the codebase. We can create something of a system where we can use macros and templating, speeding up the development cycle. We are now trying to introduce a little testing, and also we are using some sort of a CI/CD cycle, so continuous integration and continuous deployment. I do not believe that these kinds of features are that common as a package as a whole package. dbt excels in that area. I used to have a couple of notes about the performance, but lately I have discovered something called dbt Fusion, which, according to dbt Labs, they proclaim is much faster during the parsing of dbt models. However, I would love to see even more of an out-of-the-box solution regarding the testing. They are treating the testing in a good way so far, but I would love to see even more improvement because the whole data testing field is not very mature. It is not the same as software testing; for example, you have test suites, test tools, and profilers, but for data testing, it is not yet that advanced. I would love for dbt to take the lead on that.
Vinod_Parmar - PeerSpot reviewer
Lead Solutions Architect at UNSW Australia
Long-term integration has supported real-time data exchange and simplified adapter-based workflows
The challenges I have faced with TIBCO BusinessWorks mostly relate to financial applications that do not come with those adapters, so that requires custom coding. The features currently in TIBCO BusinessWorks are good enough, but going forward, as we are doing a lot of AI-based integrations, I would like to see TIBCO come up with more prompt-driven configurations rather than people having to understand deep technology. AI-driven features in TIBCO BusinessWorks would be beneficial, so that our business tech BA can do the development rather than needing programmers. More artificial intelligence functionality would help so people do not have to code.

Quotes from Members

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

Pros

"There is operational efficiency achieved, and data quality and governance have also been achieved with modular SQL and version controlling, which reduced duplication of data and data errors."
"The product is developer-friendly."
"dbt has positively impacted my organization by allowing us to create our data pipelines much faster, going from ingestion of data to creating a data product in weeks instead of months, and we can do it in-house with the skillset we already have."
"Since we migrated from SSIS to dbt model architecture, it takes around four hours only to complete a full refresh, and the client is now happy because our downtime was drastically reduced when we perform a complete refresh of the data."
"From a developer point of view, I find the ease of development and the code to be the most useful capabilities of dbt."
"I would say the best feature or the most desirable feature for dbt is the ability to write everything in code."
"The most valuable part of the solution is the ease-of-use and ease of deployment."
"It is very stable. It is a market leader, and it has connectors to many of the legacy systems. It also has enterprise cloud connectors."
"The tool's most valuable feature is BusinessConnect. It's an older product but still quite useful, especially for transferring files from one location to another."
"The solution is very scalable, it can handle a lot, and we have encryption plus integration servers running on that platform currently."
"I like TIBCO BusinessWorks because it has a user-friendly GUI for developing solutions."
"Customer support is very efficient."
"Good TIBCO BusinessWorks features are the admin console and the ability to roll back to the previous version."
"The Business Studio interface based on SCA Standards helps to show the business logic at first look and improve code maintenance."
 

Cons

"Since dbt has a license cost, if a company is small and does not have much budget, they can explore other tools because there are other tools that provide the same functionality at a lower cost."
"If I needed to name a few areas for improvement, I would mention the migration of code to Git and GitHub, which sometimes fails and can be confusing for developers during handover."
"Every upgrade is a little bit of a risk for us because we do not know if the workarounds that we developed will be available for the next version."
"The solution must add more Python-based implementations."
"Dbt is not as stable as preferred, as it has had a few outages in the current year itself, so improvement should be made in the outages section as it is not stable."
"dbt can be improved as I find the co-pilot in dbt is not very good, and my team has tried using it but opted to move off it and use other co-pilots such as GitHub."
"The learning curve takes time compared to webMethods."
"There is room for improvement on the learning side."
"The initial setup process was not simple."
"A possible improvement could be to give the capability to use different profiles for each AppNode when an application is deployed on an AppSpace."
"The Business Studio tool can be improved, which is the tool for designing the processes. Improving the Business Studio tool will make this solution more stable. It has a steep learning curve, and it is pretty tough to learn."
"The solution’s customer support should be improved."
"The cost of this product is too expensive for smaller companies or those with a small number of integrations."
"TIBCO BusinessWorks needs to improve its digital IDs and data processing capabilities. It will benefit small and medium businesses."
 

Pricing and Cost Advice

"The solution’s pricing is affordable."
"The solution is too expensive. It's one of the most expensive solutions out there, particularly because there are so many open-source competitors on the market. I don't know the exact numbers, however."
"Licensing scheme is too rigid"
"TIBCO BusinessWorks is a very expensive solution."
"The cost depends on the components required."
"TIBCO BusinessWorks is expensive."
"I give the cost of the solution a four out of ten."
"Its price policy has changed quite a lot in the last two years. It was extremely expensive previously. Nowadays, you can buy a license for BusinessWorks for €2000. Looking at what you get in return in terms of support, TIBCO community, and stability, it is fairly reasonable. It is not too expensive."
"TIBCO licensing is yearly and very costly for a company like ours."
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Insurance Company
8%
Manufacturing Company
8%
Computer Software Company
7%
Financial Services Firm
14%
Manufacturing Company
7%
Outsourcing Company
6%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise3
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise3
Large Enterprise24
 

Questions from the Community

What is your experience regarding pricing and costs for dbt?
The course content that dbt provides is free and excellent for anyone starting out.
What needs improvement with dbt?
We are still experimenting with testing, but not that much. We are not using some features yet. We are trying to introduce them because we are coming from a background of SSIS. The team used to wor...
What is your primary use case for dbt?
I am working with one of our enterprise customers, managing their newly established cloud warehouse. They are using Snowflake and we are using dbt to manage all the transformation and views and tab...
How does TIBCO BusinessWorks compare with Mule Anypoint Platform?
Our organization ran comparison tests to determine whether TIBCO BusinessWorks or Mule Anypoint platform integration and connectivity software was the better fit for us. We decided to go with Mule...
What is your experience regarding pricing and costs for TIBCO BusinessWorks?
Because we have enterprise licenses, the pricing for TIBCO BusinessWorks is quite reasonable for us, so we do not see any issue.
What needs improvement with TIBCO BusinessWorks?
The challenges I have faced with TIBCO BusinessWorks mostly relate to financial applications that do not come with those adapters, so that requires custom coding. The features currently in TIBCO Bu...
 

Overview

 

Sample Customers

Information Not Available
Euler Hermes, QSuper, Scandinavian Airlines
Find out what your peers are saying about TIBCO BusinessWorks vs. dbt and other solutions. Updated: March 2026.
885,376 professionals have used our research since 2012.