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Dremio vs SAP Business Data Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

Review summaries and opinions

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

ROI

Sentiment score
5.6
Dremio reduces manpower costs, enhances efficiency, and eliminates infrastructure concerns, improving operations by accessing multiple data sources.
Sentiment score
6.6
SAP Analytics Cloud boosts ROI by streamlining data automation and reporting, accelerating decision-making and improving business processes efficiently.
Dremio surely saves time, reduces costs, and all those things because we don't have to worry so much about the infrastructure to make the different tools communicate.
SR BI developer at BRQ Digital Solutions
 

Customer Service

Sentiment score
5.2
Dremio's customer service is responsive and helpful, facing staffing challenges as demand grows, requiring more integrators for support.
Sentiment score
6.1
SAP Analytics Cloud support is generally responsive, but users desire quicker responses, more expertise, and improved training resources.
We have had to reach out for customer support many times, and they respond, so they are pretty supportive about some long-term issues.
SR BI developer at BRQ Digital Solutions
The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.
Competence Leader - BI at Sabris CZ s.r.o.
We are satisfied with the technical support from SAP because when we reached out, we were able to get very good support from SAP colleagues.
Project Manager at a tech services company with 51-200 employees
I am satisfied with SAP's technical support team; they provide very good support.
BI Lead Consultant at Intercom Enterprises
 

Scalability Issues

Sentiment score
7.1
Dremio scales well, offering flexibility and built-in capabilities, though community users face scaling limits due to licensing.
Sentiment score
7.3
SAP Analytics Cloud is scalable and versatile, supporting large user bases while integrating well with other SAP products.
Dremio's scalability can handle growing data and user demands easily.
SR BI developer at BRQ Digital Solutions
Internally, if it's on Docker or Kubernetes, scalability will be built into the system.
Senior Software Architect at USEReady
SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.
Competence Leader - BI at Sabris CZ s.r.o.
I would rate its scalability up to nine on a scale of one to ten.
Project Manager at a tech services company with 51-200 employees
 

Stability Issues

Sentiment score
7.2
Dremio is generally stable, scoring high ratings with occasional performance issues, especially with large datasets, requiring maintenance restarts.
Sentiment score
7.4
SAP Analytics Cloud is stable and reliable, though minor connectivity and performance issues occur with large datasets and variable updates.
I rate Dremio a nine in terms of stability.
SR BI developer at BRQ Digital Solutions
You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.
Competence Leader - BI at Sabris CZ s.r.o.
 

Room For Improvement

Dremio struggles with Delta connector support, performance issues, SQL limitations, high costs, and fewer connectors than competitors.
SAP Analytics Cloud users seek improved integration, compatibility, visualization, programming support, pricing, analytics, documentation, technical support, and interface design.
Starburst comes with around 50 connectors now.
Senior Software Architect at USEReady
It should be easier to get Arctic or an open-source version of Arctic onto the software version so that development teams can experiment with it.
Senior Consultant - Data Analytics at a comms service provider with 201-500 employees
I see that many times the new versions of Dremio have not fixed old bugs, and in some new versions, old problems that were previously fixed come back again, so I think the upgrade part could use improvement.
SR BI developer at BRQ Digital Solutions
On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family.
Competence Leader - BI at Sabris CZ s.r.o.
Documentation-wise, we see some gaps when trying to connect different solutions.
Project Manager at a tech services company with 51-200 employees
 

Setup Cost

Dremio's pricing, though costly for scaling, is seen as valuable compared to competitors, requiring careful evaluation based on needs.
SAP Analytics Cloud is pricey but valuable for SAP integration, requiring careful cost analysis and license management.
 

Valuable Features

Dremio offers efficient data management and visualization with seamless integration, native SQL, and role-based access control features.
SAP Analytics Cloud is valued for its predictive analytics, integration, user interface, AI features, and cost-effective comprehensive functionalities.
Having everything under one system and an easier-to-work-with interface, along with having API integrations, adds significant value to working with Dremio.
Senior Consultant - Data Analytics at a comms service provider with 201-500 employees
Dremio has positively impacted my organization as nowadays we are connected to multiple databases from multiple environments, multiple APIs, and applications, and Dremio organizes everything in an amazing way for me.
Data Analyst at a insurance company with 501-1,000 employees
You just get the source, connect the data, get visualization, get connected, and do whatever you want.
Senior Software Architect at USEReady
For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.
Project Manager at a tech services company with 51-200 employees
The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool.
Competence Leader - BI at Sabris CZ s.r.o.
 

Categories and Ranking

Dremio
Ranking in Cloud Data Warehouse
5th
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
11
Ranking in other categories
Data Science Platforms (11th)
SAP Business Data Cloud
Ranking in Cloud Data Warehouse
19th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
72
Ranking in other categories
Data Integration (124th), BI (Business Intelligence) Tools (146th), Cloud Analytics (15th), Data Governance (81st)
 

Featured Reviews

Corrr Moray - PeerSpot reviewer
SR BI developer at BRQ Digital Solutions
Has simplified complex data integration workflows and supported consistent reporting across multiple sources
We also have a close relationship with the team that does the Dremio maintenance for the database, like upgrading the versions and they know about some specific problems we had in the past, such as a memory leak. We had a memory leak on some versions, which sometimes stopped the service. Since we are using Dremio installed like a server, not a SaaS solution, many times we need to stop and restart the service to clear all the cache and all that, and this is the thing I should add. I see that many times the new versions of Dremio have not fixed old bugs, and in some new versions, old problems that were previously fixed come back again, so I think the upgrade part could use improvement. I remember using some features in the past, like pivot tables, which proved to be really difficult, but I know this is a fault also for other vendors. Pivoting, transposing, and unpivoting are often not so good. CTEs also many times prove to be not so good, so I think these two main items could be improved significantly if they standardize them.
Pavlina Pankova - PeerSpot reviewer
Competence Leader - BI at Sabris CZ s.r.o.
Brings reporting, planning, and prediction together in one seamless workflow
I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Computer Software Company
9%
Manufacturing Company
6%
Healthcare Company
5%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise5
Large Enterprise5
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise13
Large Enterprise39
 

Questions from the Community

What is your experience regarding pricing and costs for Dremio?
I don't have information about pricing, setup cost, and licensing for Dremio, so I am not entitled to discuss it.
What needs improvement with Dremio?
I wouldn't say there is anything Dremio can be improved on. If I could change something, I would say many developers and programmers, when they are starting to work in this specific field or area, ...
What is your primary use case for Dremio?
I have been using Dremio for a year and a half. My main use case for Dremio is that I am able to access multiple databases and I can easily and quickly connect Dremio with my dashboards. In my rece...
Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...
What do you like most about SAP Analytics Cloud?
In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.
What is your experience regarding pricing and costs for SAP Analytics Cloud?
I normally do not deal with the commercials, so I am not aware of the pricing part of it.
 

Also Known As

Dremio AWS - BYOL
SAP Analytics Cloud
 

Overview

 

Sample Customers

UBS, TransUnion, Quantium, Daimler, OVH
Live Oak Bank
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