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WhereScape RED vs dbt comparison

dbt Labs and WhereScape are both solutions in the Data Integration category. dbt Labs is ranked #41 with an average rating of 7.5, while WhereScape is ranked #46. Additionally, 100% of dbt Labs users are willing to recommend the solution, compared to 95% of WhereScape users who would recommend it.
dbt
Read 2 dbt reviews
  • 317 Views
  • 291 Comparison Views
100% willing to recommend
WhereScape RED
Read 15 WhereScape RED reviews
  • 1,879 Views
  • 1,283 Comparison Views
95% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 19, 2024

WhereScape RED and dbt compete in the data integration space. dbt holds the upper hand with its modern features and community-driven support model, despite strong support and pricing preferences for WhereScape RED.

Features: WhereScape RED provides automated data modeling, ETL processing, and data warehouse automation, optimizing workflows and accelerating deployment. dbt specializes in SQL-based analytics workflows, adapting to changes quickly, and offering scalability. WhereScape RED focuses on comprehensive data warehousing, while dbt prioritizes modern data transformation techniques.

Ease of Deployment and Customer Service: WhereScape RED simplifies deployment with a guided process and extensive customer service, ensuring efficient operations. Its customer support is highly responsive. dbt relies on its documentation and community forums, which offers flexibility but requires more involvement from technical teams, promoting self-sufficiency.

Pricing and ROI: WhereScape RED demands a higher initial investment but delivers high ROI through automation. dbt's lower costs provide an attractive ROI for agile data transformation. The key difference is WhereScape RED's higher setup expenses balanced by automation benefits, while dbt provides an affordable entry with long-term scalability benefits.

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Buyer's Guide
WhereScape RED vs. dbt
December 2024
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Categories and Ranking

dbt
Ranking in Data Integration
41st
Average Rating
7.6
Reviews Sentiment
7.4
Number of Reviews
2
Ranking in other categories
No ranking in other categories
WhereScape RED
Ranking in Data Integration
46th
Average Rating
8.2
Reviews Sentiment
7.2
Number of Reviews
15
Ranking in other categories
No ranking in other categories
 

Featured Reviews

Ninad Magdum - PeerSpot reviewer
Developer-friendly and easy to use, but doesn't have many optimization options
We also use stored procedures and Talend. They are not replaced by dbt completely. We use dbt only for the transformation process. My recommendations would depend on an organization’s requirements and problems. I will recommend the tool to others. The product is developer-friendly. However, it is still dependent on the data warehouse for big data and optimization. It's just a SQL transformation tool. It doesn't have a lot of optimization options like Spark. It's a good tool for Snowflake. If it were only for Snowflake, I would have rated it an eight out of ten. However, there are other data platforms. Overall, I rate the tool a six and a half out of ten.
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reviewer1618884 - PeerSpot reviewer
Quick to set up, flexible, and stable
The scheduling part I don't like due to the fact that it allows you to schedule as a parent and child and other things, however, the error trackability has to be a little more user-friendly. It's also not user-friendly in the sense that it loads all the jobs and there are not enough filters so that it doesn't need to load everything. If the job fails, you don't get any type of alert or email. It would be ideal if there was some sort of automated alert message. Technical support isn't the best. It would be ideal if we understood how to do it in a card exception regarding exclusion, where the card is captured separately rather than filling the whole process on the data inbound side. Certain workloads like this are organized in such a way where you seem to be doubling the work as opposed to streamlining the process.
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Quotes from Members

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

Pros

"The product is developer-friendly."
"The most valuable feature is the metadata generated code."
"Their support staff are very knowledgeable, courteous, and professional. I feel their support staff go above and beyond to assure their customers are satisfied."
"RED generates comprehensive documentation and regenerates it as quickly as things changes, but it also provides impact documentation."
"This is a fantastically robust DW tool that will make you at least 10 times faster in producing a DW."
"WhereScape is really helpful in terms of architecture data. Everything is one of automation. Two people can do thousands of tables in one day or two. It saves a lot of time."
"I like the data vault implementations."
"WhereScape RED has improved our business's ability to generate needed reporting without requiring a large team of developers to manually code all of the necessary plumbing."
"Naturally produces a way to easily debug your DW data solutions."
More WhereScape RED pros
 

Cons

"The solution must add more Python-based implementations."
"Project-based searching of data objects in the data warehouse browser needs to be improved."
"The ability to execute SSIS projects within WhereScape would be nice because we have a lot of packages that are too cumbersome to recreate."
"Jobs cannot be deleted via the deployment package. When deploying from dev to QA or production, a job has to be retired. The job has to be manually removed from the target environment."
"The solution can be a little more user-friendly on enterprise-level where people use it."
"Customization could be better."
"It could use a tool to diagnose what is missing from the environment for WhereScape to install successfully."
"Improve the object renaming ability (it works, but it could be more automated)."
"No support for change data capture or delta detection - that must be custom coded ."
More WhereScape RED cons
 

Pricing and Cost Advice

"The solution’s pricing is affordable."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
"Factor in the price of specialized consulting who know this product. They're hard to find and expensive."
"Our company purchased a corporate unlimited license."
"ROI is at least 10 times."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Healthcare Company
11%
Computer Software Company
9%
Insurance Company
7%
Financial Services Firm
19%
Insurance Company
9%
Government
9%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for dbt?
It is cheap because dbt is open source. If you compare the pay-per-service of Dbt with the open source option you can manage. We are managing the solution, when we were acquiring service from them....
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What needs improvement with dbt?
SQL statements that beyond DML, are not possible. Currently, they are not possible in Dbt. Having more features in SQL statements will support us. Another issue is the terms of data ingestion becau...
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What is your primary use case for dbt?
We use the solution to deal with data transformations inside different organizations.
See all answers
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Comparisons

SSIS vs dbt Logo
SSIS vs dbt
Compared 36% of the time
Informatica PowerCenter vs dbt Logo
Informatica PowerCenter vs dbt
Compared 23% of the time
Rivery vs dbt Logo
Rivery vs dbt
Compared 8% of the time
Tobiko vs dbt Logo
Tobiko vs dbt
Compared 6% of the time
SAP Data Services vs dbt Logo
SAP Data Services vs dbt
Compared 5% of the time
More dbt Competitors
Informatica PowerCenter vs WhereScape RED Logo
Informatica PowerCenter vs WhereScape RED
Compared 21% of the time
Azure Data Factory vs WhereScape RED Logo
Azure Data Factory vs WhereScape RED
Compared 19% of the time
SSIS vs WhereScape RED Logo
SSIS vs WhereScape RED
Compared 10% of the time
Matillion ETL vs WhereScape RED Logo
Matillion ETL vs WhereScape RED
Compared 9% of the time
More WhereScape RED Competitors
 

Product Reports

Buyer's Guide
Data Integration
December 2024
dbt reportDownload dbt product report
Buyer's Guide
WhereScape RED
November 2024
WhereScape RED reportDownload WhereScape RED product report
 

Learn More

dbt Labs
Video not available
WhereScape
 

Overview

dbt is a transformational tool that empowers data teams to quickly build trusted data models, providing a shared language for analysts and engineering teams. Its flexibility and robust feature set make it a popular choice for modern data teams seeking efficiency.

Designed to integrate seamlessly with the data warehouse, dbt enables analytics engineers to transform raw data into reliable datasets for analysis. Its SQL-centric approach reduces the learning curve for users familiar with it, allowing powerful transformations and data modeling without needing a custom backend. While widely beneficial, dbt could improve in areas like version management and support for complex transformations out of the box.

What are the most valuable features of dbt?
  • SQL-Based Development: Facilitates transformations using SQL, streamlining the data modeling process.
  • Modularity: Encourages reusable components, making projects easier to manage and scale.
  • Version Control: Integrates with version control systems to track changes and collaborate effectively.
  • Testing Framework: Ensures data quality through automated tests, increasing trust in data outputs.
What benefits should you expect from using dbt?
  • Efficiency: Cuts down data processing times, allowing faster access to insights.
  • Collaboration: Promotes teamwork through shared data models and a common working language.
  • Scalability: Supports growing data demands by transforming complex data more flexibly and modularly.
  • Transparency: Provides clear documentation and lineage tracking, aiding in troubleshooting and understanding.

In the finance industry, dbt helps in cleansing and preparing transactional data for analysis, leading to more accurate financial reporting. In e-commerce, it empowers teams to rapidly integrate and analyze customer behavior data, optimizing marketing strategies and improving user experience.

WhereScape is data warehouse software that automates the Data Warehouse lifecycle. From implementation to maintenance, WhereScape will ensure your data warehouse projects are completed up to 5x faster than manual coding.

 

Sample Customers

Information Not Available
British American Tobacco, Cornell University, Allianz Benelux, Finnair, Solarwinds and many more.
Buyer's Guide
WhereScape RED vs. dbt
December 2024
Free Report: WhereScape RED vs. dbt
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