TrustRadius
Overview
ProductRatingMost Used ByProduct SummaryStarting Price
dbt
Score 9.0 out of 10
N/A
dbt is an SQL development environment, developed by Fishtown Analytics, now known as dbt Labs. The vendor states that with dbt, analysts take ownership of the entire analytics engineering workflow, from writing data transformation code to deployment and documentation. dbt Core is distributed under the Apache 2.0 license, and paid Teams and Enterprise editions are available.
$0
per month per seat
ibi Data Migrator
Score 7.0 out of 10
N/A
ibi Data Migrator (formerly TIBCO DataMigrator) is an automated tool designed to simplify data integration, including the creation, maintenance, and expansion of data warehouses, data marts, and operational data stores.N/A
OneRoster
Score 0.0 out of 10
N/A
OneRoster is a standard specification for securely sharing class rosters and related data between a student information system (SIS) and any other system, typically a content application or learning information system (LMS), from 1EdTech (formerly known as IMS Global). The OneRoster standard supports spreadsheet-style (CSV) export-import as well as direct system exchanges using REST API’s. With OneRoster, schools pave the way for digital resources for teaching and learning and eliminate…N/A
Pricing
dbtibi Data MigratorOneRoster
Editions & Modules
No answers on this topic
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Offerings
Pricing Offerings
dbtibi Data MigratorOneRoster
Free Trial
YesNoNo
Free/Freemium Version
YesNoNo
Premium Consulting/Integration Services
YesNoNo
Entry-level Setup FeeNo setup feeNo setup feeNo setup fee
Additional Details———
More Pricing Information
Community Pulse
dbtibi Data MigratorOneRoster
Features
dbtibi Data MigratorOneRoster
Data Transformations
Comparison of Data Transformations features of Product A and Product B
dbt
9.7
8 Ratings
17% above category average
ibi Data Migrator
-
Ratings
OneRoster
-
Ratings
Simple transformations10.08 Ratings00 Ratings00 Ratings
Complex transformations9.48 Ratings00 Ratings00 Ratings
Data Modeling
Comparison of Data Modeling features of Product A and Product B
dbt
9.1
8 Ratings
15% above category average
ibi Data Migrator
-
Ratings
OneRoster
-
Ratings
Data model creation9.78 Ratings00 Ratings00 Ratings
Metadata management8.78 Ratings00 Ratings00 Ratings
Business rules and workflow9.08 Ratings00 Ratings00 Ratings
Collaboration10.06 Ratings00 Ratings00 Ratings
Testing and debugging8.08 Ratings00 Ratings00 Ratings
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dbtibi Data MigratorOneRoster
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Medium-sized Companies
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Enterprises
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IBM InfoSphere Information Server
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User Ratings
dbtibi Data MigratorOneRoster
Likelihood to Recommend
10.0
(10 ratings)
-
(0 ratings)
-
(0 ratings)
Usability
9.7
(3 ratings)
-
(0 ratings)
-
(0 ratings)
User Testimonials
dbtibi Data MigratorOneRoster
Likelihood to Recommend
dbt Labs
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.
Verified User
Anonymous
Read full review
IBI (Information Builders)
No answers on this topic
1EdTech
No answers on this topic
Pros
dbt Labs
  • 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.
Sahil Khan | TrustRadius Reviewer
Sahil Khan
Data Analyst
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IBI (Information Builders)
No answers on this topic
1EdTech
No answers on this topic
Cons
dbt Labs
  • 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)
Judy Campion | TrustRadius Reviewer
Judy Campion
Data Architect
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IBI (Information Builders)
No answers on this topic
1EdTech
No answers on this topic
Usability
dbt Labs
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.
SI
Sid Iyer
BizOps
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IBI (Information Builders)
No answers on this topic
1EdTech
No answers on this topic
Alternatives Considered
dbt Labs
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.
Verified User
Anonymous
Read full review
IBI (Information Builders)
No answers on this topic
1EdTech
No answers on this topic
Return on Investment
dbt Labs
  • Simplified our BI layer for faster load times
  • Increased the quality of data reaching our end users
  • Makes complex transformations manageable
Verified User
Anonymous
Read full review
IBI (Information Builders)
No answers on this topic
1EdTech
No answers on this topic
ScreenShots