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Jitterbit Harmony vs dbt comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 28, 2025

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
27th
Average Rating
7.8
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Data Quality (17th)
Jitterbit Harmony
Ranking in Data Integration
54th
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
13
Ranking in other categories
Workload Automation (31st), Cloud Data Integration (26th), Integration Platform as a Service (iPaaS) (18th)
 

Mindshare comparison

As of January 2026, in the Data Integration category, the mindshare of dbt is 1.7%, up from 0.7% compared to the previous year. The mindshare of Jitterbit Harmony is 0.9%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Market Share Distribution
ProductMarket Share (%)
dbt1.7%
Jitterbit Harmony0.9%
Other97.4%
Data Integration
 

Featured Reviews

Shubham-Agarwal - PeerSpot reviewer
Manager Projects at Cognizant
Incremental data models have cut full refresh time and support trusted executive reporting
I am not very familiar with dbt's version control system. I cannot identify any improvements in dbt because I am still exploring more functionality. I have been working with dbt for only three years, so I am exploring more functionalities and cannot see any limitations or improvement areas at this time. In the past, I used the seed functionality, which is used to load raw files, individual files, or static files into the database. Going forward, if dbt can improve or implement more features on the seed side, that would be beneficial, especially when we have large files available that take time to load the data into Snowflake database.
Mohamed Abd Kader - PeerSpot reviewer
Head of Enterprise Architecture at Mantrac Group
An easy-to-setup solution with good stability
We use Jitterbit to connect cloud solutions with our on-premises ERP system We connect cloud solutions to our on-premise ERP system easily using Jitterbit. It is its most valuable feature.  The solution's API management capabilities need improvement. We have been using the solution for almost…

Quotes from Members

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

Pros

"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."
"The product is developer-friendly."
"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."
"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."
"We only use small parts of the solution, however, the parts that we use are quite adequate."
"Easy integration with Salesforce"
"Integrity, ease of use, user-friendly user interface, and errorless logs are the most valuable features."
"Jitterbit handles the most lines of data in a .csv and loads the quickest of any data loader I have tried."
"It runs like an appliance and has tremendous throughput."
"It is very easy to build integrations and processes to pull and push data."
"It is a scalable solution."
"The fluid user interface (probably the most user friendly interface, when compared to its competitors)."
 

Cons

"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 solution must add more Python-based implementations."
"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."
"In the past few months, there have been some server downtimes during work hours that have affected some critical scheduled integrations."
"Sometimes additional connectors are needed."
"Its API management capabilities need improvement."
"I know with Salesforce updating the UI like they did, it slowed it down a lot."
"I would like the ability to offer a dedicated cloud version for security."
"Sometimes we experience disconnections and I have to close all Jitterbit programs."
"Looping through complex data structures can be difficult."
"There were some bugs in the product. For example if you run a delete query and test, it deletes the actual data."
 

Pricing and Cost Advice

"The solution’s pricing is affordable."
"Jitterbit was extremely cost effective for us compared to other options."
"The Jitterbit price is based upon endpoints. They also offer ERP connectors with their Enterprise edition"
"The added bonus is that Jitterbit doesn't charge for any data volume/traffic."
"The solution's cost is mid-ranged compared to other vendors."
"Each business needs to determine if it is a mission critical aspect."
"I do believe Jitterbit has one of the better pricing and licensing options out there compared to its competitors."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Insurance Company
9%
Manufacturing Company
7%
Computer Software Company
7%
Financial Services Firm
16%
Computer Software Company
14%
Manufacturing Company
9%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise3
Large Enterprise1
 

Questions from the Community

What is your experience regarding pricing and costs for dbt?
My experience with pricing, setup cost, and licensing was simple enough.
What needs improvement with dbt?
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. Additionally, the debugging capab...
What is your primary use case for dbt?
My main use case for dbt is for data transformation and data engineering.A specific example of how I use dbt for data transformation and engineering is that we use it to connect and ingest data fro...
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Also Known As

No data available
Jitterbit, Jitterbit Harmony
 

Overview

 

Sample Customers

Information Not Available
LA Metro, Mophie, Club Auto, University of Miami, Exostar, Dialog Direct, Avero, Greenpoint Technologies, Berklee Online, Odyssey, KeyedIn Solutions, Swish Maintenance, SPP Pumps Limited, Talent Plus, Ricoh Canada, Televerde, Reed Construction Data, Sika US, Sunkist Growers
Find out what your peers are saying about Jitterbit Harmony vs. dbt and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.