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SnapLogic vs dbt comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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
17th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
7
Ranking in other categories
Data Quality (6th)
SnapLogic
Ranking in Data Integration
21st
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
29
Ranking in other categories
Process Automation (13th), API Management (17th), Cloud Data Integration (13th), Integration Platform as a Service (iPaaS) (12th)
 

Mindshare comparison

As of March 2026, in the Data Integration category, the mindshare of dbt is 1.7%, up from 1.0% compared to the previous year. The mindshare of SnapLogic is 1.1%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
dbt1.7%
SnapLogic1.1%
Other97.2%
Data Integration
 

Featured Reviews

AS
Principal Data Engineer at Integrant, Inc.
Data teams have streamlined code-driven pipelines and now collaborate faster on shared models
We are still experimenting with testing, but not that much. We are not using some features yet. We are trying to introduce them because we are coming from a background of SSIS. The team used to work with SSIS, Microsoft SQL Server Integration Services. We are still adapting one feature at a time. Currently, we are working with the SQL modules and with the Jinja templating. We are experimenting with testing, but I would say towards the end of this year, we are planning to explore more of the documentation and the data lineage options as well. I would say the benefits are coming from GUI-based tools like SSIS. We have more control on the codebase. We can create something of a system where we can use macros and templating, speeding up the development cycle. We are now trying to introduce a little testing, and also we are using some sort of a CI/CD cycle, so continuous integration and continuous deployment. I do not believe that these kinds of features are that common as a package as a whole package. dbt excels in that area. I used to have a couple of notes about the performance, but lately I have discovered something called dbt Fusion, which, according to dbt Labs, they proclaim is much faster during the parsing of dbt models. However, I would love to see even more of an out-of-the-box solution regarding the testing. They are treating the testing in a good way so far, but I would love to see even more improvement because the whole data testing field is not very mature. It is not the same as software testing; for example, you have test suites, test tools, and profilers, but for data testing, it is not yet that advanced. I would love for dbt to take the lead on that.
SE
Product Manager at a university with 501-1,000 employees
Automation has transformed daily operations and now delivers faster, more accurate data flows
The best features in SnapLogic are the drag-and-drop interface which makes it easy to build data and application flows. No heavy coding is required, making it ideal for both technical and non-technical users. SnapLogic also offers pre-built snaps, real-time and batch processing, API management and integration, cloud and hybrid support, dashboarding and monitoring, error handling and retry mechanisms, scalability, security and governance, and transformation capabilities with built-in functions to clean and transform data, expressions, aggregations, and mappings. SnapLogic offers auto-mapping and smart schema detection as additional features. SnapLogic can detect schemas automatically, which helps when sources evolve or change, and this matters because there is less manual mapping work.

Quotes from Members

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

Pros

"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."
"The product is developer-friendly."
"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."
"I would say the best feature or the most desirable feature for dbt is the ability to write everything in code."
"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."
"I found SnapLogic valuable and what I found most valuable about it was its ETL feature. I also found its automation feature valuable. It can be used for automating manual activities. It can be used as a middleware for certain transactional data processing and minimal datasets and ETL activities."
"The solution could improve its API management."
"I find SnapLogic to be user-friendly, especially for beginners with limited experience in data engineering or ETL."
"The technical support from SnapLogic is excellent, and I would give it a complete ten."
"SnapLogic delivers measurable ROI through time savings, 70% fewer errors, faster processes, and significant cost reductions while enabling scalable automations across our systems."
"Despite having no prior experience in SnapLogic, we managed to build, test, and prepare it for release in just three hours, handling heavy data efficiently."
"The connection with SOAP is the best feature."
"It is a stable solution."
 

Cons

"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."
"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."
"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."
"If I needed to name a few areas for improvement, I would mention the migration of code to Git and GitHub, which sometimes fails and can be confusing for developers during handover."
"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."
"They should expand in terms of features for SaaS-based market requirements in different sectors."
"What could be improved in SnapLogic is that it was not capable in terms of processing a large number of datasets, but at that point, SnapLogic was evolving. It didn't give a lot of Snaps. I heard recently there are a lot of Snaps getting added and the solution was being enhanced, particularly to connect different data sources. When I was working with SnapLogic six months to one year back, I faced the issue of it not being capable of handling a huge volume of datasets or didn't have much of Snaps, and that was the drawback. If there is any large number of data sets, that's based on or depends on your configuration. If it is a huge volume of data, other traditional ETL tools such as Informatica and Talend can process millions and billions of records, while in SnapLogic, the Snaplex fails or it returns an error in terms of processing that huge volume of data. Informatica, Talend, or any other ETL tool can run for hours in terms of jobs, while SnapLogic jobs fail when the threshold is reached. SnapLogic isn't able to withstand processing, but I don't know if that's still an issue at present, because the solution is getting enhanced and it's been more than six months to one year since I last worked with SnapLogic. There are now a lot of Snaps getting added to the solution, and if it can overcome the limitations I mentioned, SnapLogic could be the go-to tool because currently, it's not being used as much in organizations. It's being used comparatively less compared to other retail tools."
"The support is the most important improvement they could make."
"We'd like there to be more ways for users to get more comfortable and have more experience with the solution to make it easier to use."
"I don't think the support has better knowledge about technologies and tool support. There were lots of times when we had an issue, and it took me quite a long time to explain the problem. I feel like some of the support staff don't know their product well."
"It needs some more snaps. I would like to see some of the features be changed in some of the snaps."
"One area for improvement in SnapLogic is the transparency in the flow of data. It needs to have more transparency. Right now, users only have a preview option at the end of any job flow, so at the end of any Snap Pack, there is a data preview option that lets you review the data and see how it's moving. What would make the solution better is more debugging and more access to change data from the preview panel or more functionality in terms of the preview option."
"The dashboards regarding scheduled tasks need further improvement."
 

Pricing and Cost Advice

"The solution’s pricing is affordable."
"It is a higher initial cost than other easy-to-use integration apps."
"By scaling the solution incrementally the cost is controlled and more beneficial to the client."
"The cost with SnapLogic is an annual license and better than Informatica."
"They have pricing/usage tiers that are easy to move up or down."
"From the ROI perspective, the price is extremely high"
"The pricing is okay."
"The license model is based on consumption."
"I used the free trial."
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Insurance Company
9%
Manufacturing Company
8%
Computer Software Company
7%
Financial Services Firm
14%
Manufacturing Company
11%
University
8%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise3
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise7
Large Enterprise13
 

Questions from the Community

What is your experience regarding pricing and costs for dbt?
The course content that dbt provides is free and excellent for anyone starting out.
What needs improvement with dbt?
We are still experimenting with testing, but not that much. We are not using some features yet. We are trying to introduce them because we are coming from a background of SSIS. The team used to wor...
What is your primary use case for dbt?
I am working with one of our enterprise customers, managing their newly established cloud warehouse. They are using Snowflake and we are using dbt to manage all the transformation and views and tab...
What do you like most about SnapLogic?
Despite having no prior experience in SnapLogic, we managed to build, test, and prepare it for release in just three hours, handling heavy data efficiently.
What needs improvement with SnapLogic?
I find the learning curve for complex transformations, the debugging experience, performance optimization visibility, cost for small teams, and version control and DevOps integration could be impro...
What is your primary use case for SnapLogic?
My main use case for SnapLogic is integration and automation, where it connects different systems, applications, databases, and files so data can move automatically between them. A company's sales ...
 

Also Known As

No data available
DataFlow
 

Overview

 

Sample Customers

Information Not Available
Adobe, ADP, BlackBerry, Bonobos, Box, Capital One, Dannon, Eero, Endo, Gensler, HCL, HP, Grovo, HIS, iRobot, Leica, Merck, Sans, Target, Verizon, Vodafone, Yelp, Yahoo!
Find out what your peers are saying about SnapLogic vs. dbt and other solutions. Updated: March 2026.
884,797 professionals have used our research since 2012.