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Hightouch vs dbt comparison

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Comparison Buyer's Guide

Executive Summary

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
9th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
12
Ranking in other categories
Data Quality (4th)
Hightouch
Ranking in Data Integration
52nd
Average Rating
7.2
Reviews Sentiment
5.0
Number of Reviews
5
Ranking in other categories
Customer Data Platforms (CDP) (4th), AI Customer Experience Personalization (19th)
 

Mindshare comparison

As of November 2026, in the Data Integration category, the mindshare of dbt is 1.3%, down from 1.9% compared to the previous year. The mindshare of Hightouch is 0.4%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
dbt1.3%
Hightouch0.4%
Other98.3%
Data Integration
 

Featured Reviews

Harshwardhan Gullapalli - PeerSpot reviewer
AI Engineer at a educational organization with 51-200 employees
Data pipelines have improved financial accuracy and now build transparent audit-ready reports
As for something I wish we had, dbt's native support for Python transformations came later, and we did some complex financial classification calculations that felt clunky in pure SQL. We ended up writing Python in our n8n workflows and then fed the results back into dbt, which created a bit of a split-brain situation. If we would have had dbt Python models earlier, we could have kept that logic unified. Managing multiple reporting standards was our biggest operational pain point with dbt. We were running UAE corporate tax compliance and IFRS disclosure workflows simultaneously for different clients, and dbt does not have a native concept of multi-tenant or multi-standard project organization. Everything lives in one flat structure, so we had to build more conventions: separate schema folders for IFRS models versus UACT models, custom macros to tag models by compliance regime, and environment variables to control which set of transformations run for which client.
reviewer2921991 - PeerSpot reviewer
Vp Of Data at a financial services firm with 201-500 employees
Centralized event tracking has improved product analytics and simplified data workflows
I think Hightouch as a platform has a lot to offer. It is primarily a CRM or reverse ETL type of offering with a lot of AI bells and whistles. However, it feels to me that the entire events offering is a bit of a second-class citizen in the suite of tools they offer. I say this because a lot of the documentation is out of date, and we hit a few random edge cases when using the events platform, which felt a little raw compared to other, more mature event platforms. I would say the improvement here would be for them to spend a little more time and attention on the platform itself, or provide a little more TLC, especially from the events perspective.

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."
"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."
"From a developer point of view, I find the ease of development and the code to be the most useful capabilities of dbt."
"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."
"Overall, I find dbt to be optimized compared to other tools."
"dbt is quite unique in that it is the only one supporting testing with SQL as a first-class language."
"I would say the best feature or the most desirable feature for dbt is the ability to write everything in code."
"It is very convenient because at the end, I have the opportunity to orchestrate all my transformations in just one single place, rather than having them spread out."
"Hightouch's best features include a simple and easy-to-navigate user interface, which means there is not much of a learning curve involved, simplifying the process of setting it up and selecting desired fields along with using the query editor."
"There are definitely improvements in analytics quality because of the contracts they provide on the control plane, and there were also definite time savings."
"The feature that made the biggest difference day-to-day is Hightouch's ability to create normalized, performant data models, which could truly aid enterprises dealing with a variety of data systems."
"We have had a positive impact from Hightouch, and one area where we had that impact is on the handling of customer data."
"With campaigns like flat battery, for example, we have managed to save over six figures a year."
 

Cons

"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."
"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 main issue I have had with dbt is that when I start a project inside dbt, the structure I have to use is somewhat strict."
"Managing multiple reporting standards was our biggest operational pain point with dbt."
"One thing that dbt still lacks is native support for knowing the coverage."
"If you compare the cost of those packages with dbt alone, it is more expensive to use dbt alone."
"If you want to use more advanced or more complicated SQL features, they are not supported right now by Dbt, so that can be a challenge."
"Hightouch is a mature product, although it still needs to catch up with leading CDPs."
"I still think it is a bit clunky in some areas and it can be improved further; it is not a perfect tool yet, but it definitely does as advertised."
"Hightouch can be improved in a number of areas, but one of them is being on the applicability in small users and organizations."
"However, it feels to me that the entire events offering is a bit of a second-class citizen in the suite of tools they offer."
 

Pricing and Cost Advice

"The solution’s pricing is affordable."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Comms Service Provider
10%
Outsourcing Company
8%
Manufacturing Company
8%
Manufacturing Company
13%
Outsourcing Company
11%
Financial Services Firm
9%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise3
Large Enterprise7
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise2
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for dbt?
My experience with pricing, setup cost, and licensing for dbt is that dbt is open source for its core modules, so the pricing, setup, and everything was really good.
What needs improvement with dbt?
dbt can be improved by introducing Python. Ideally, I would want to be able to orchestrate across the DAG and have both Python and SQL combined. The last time I used it, it was not able to visualiz...
What is your primary use case for dbt?
My main use case for dbt is data pipelines. I build data transformations and usually construct analytics pipelines.
What needs improvement with Hightouch?
One way Hightouch can be improved is that you should be allowed to easily export data that goes through journeys. At the moment, there is no simple way to do that, so this is definitely a feature t...
What is your primary use case for Hightouch?
My main use case for Hightouch is to facilitate our marketing campaigns, particularly our email campaigns.A specific example of how I use Hightouch for my marketing and email campaigns is that if w...
What advice do you have for others considering Hightouch?
I rate Hightouch a 7 out of 10 because I think it has improved a lot in the past 18 months. They are always willing to add more features. I still think it is a bit clunky in some areas and it can b...
 

Comparisons

 

Overview

Find out what your peers are saying about Hightouch vs. dbt and other solutions. Updated: November 2026.
921,523 professionals have used our research since 2012.