dbForge Studio (Edge) vs. dbt

This tool is useful for small and large IT departments and associated data analysts that perform direct database functions such as DBA tasks or extracting/importing data. Non-technical staff members would not benefit from this tool as much as the functions are detailed and technical. However, automation engineers will find this tool very open for automation, and can generate the scripting code for any of its functions.

Incentivized

Invited by the Vendor

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

The prerequisite is that you have a supported database/data warehouse and have already found a way to ingest your raw data. Then dbt is very well suited to manage your transformation logic if the people using it are familiar with SQL. If you want to benefit from bringing engineering practices to data, dbt is a great fit. It can bring CI/CD practices, version control, automated testing, documentation generation, etc. It is not so well suited if the people managing the transformation logic do not like to code (in SQL) but prefer graphical user interfaces.

Incentivized

Independently Invited by TrustRadius

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• Connection manager (we use it through ssh tunnels) works effortlessly.
• Great sync tools for both database schemas and data.
• Storing code snippets to be used when needed.
• Nice code suggestions while typing queries.
• Usually does very well with storing your session and opening all of your sql tabs when opening the apps next time.
• Does very well when executing large sql files (without opening the files into the application that is).
• Pretty good debugging help when a problem occurs in executing a query or a files with multiple queries.

Incentivized

Invited by the Vendor

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• dbt supports version control through GIT, this allows teams to collaborate and track the data transformation logic.
• dbt allows us to build data models which helps to break complex transformation logic into simple and smaller logic.
• dbt is completely based on SQL which allows data analyst and data engineers to build the transformation logic.
• dbt can be easily integrated with snowflake.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• The ability to parameterize searches more would be advantageous. For example, being able to specify to only look for certain columns, certain data type changes, etc.
• The output reports from dbForge are very plain and could contain more detail, and perhaps be structured more like a pivot table form Excel

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Field-level lineage (currently at table level)
• Documentation inheritance - if a field is documented the downstream field of the same name could inherit the doc info
• Adding python model support (in beta now)

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

dbForge Studio (Edge) has a great UI and it's versatile, but it still has some glitches. Its multiple database support makes it possible to stick with only one UI to handle different RDBM systems, even though you have to redefine user credentials for each new connection (no copying/cloning feature for database connections). The Edit View and diagramming features also could be improved.

dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

Although experience here is limited, as only one question has been asked and answered promptly, the registration and licensing process was very smooth and professional. There are forums online that discuss dbForge issues, as well as a Facts and Questions section on dbForge's website, so product support does seem to exist if needed.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

Before choosing dbForge Studio I evaluated at least a dozen tools, especially on the Visual Query Builder function. For now, I have identified only one product that has a better Visual Query Builder than dbForge Studio. This other product also manages UNIONs, while dbStudio still doesn't do it visually. However, the better alternative product is enormously slower in operations and less feature-rich than DbForge Studio

I actually don't know what the alternative to dbt is. I'm sure one must exist other than more 'roll your own' options like Apache Airflow, say, bu tin terms of super easy managed/cloud data transforms, dbt really does seem to be THE tool to use. It's $50/month per dev, BUT there's a FREE version for 1 dev seat with no read-only access for anyone else, so you can always start with that and then buy yourself a seat later.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Saved a TON of time when looking at massive amounts of parent/child data by allowing us to just use the master-detail browser.
• Very little training time needed for employees that are already used to using SQL Management Studio. This is a proper Windows UI application.
• Very cost effective to purchase the standard edition for every employee that needs it, but the free edition does most of what they need too!

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Simplified our BI layer for faster load times
• Increased the quality of data reaching our end users
• Makes complex transformations manageable

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info