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Databricks vs Microsoft Power BI comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 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
6.5
Databricks reduces costs and boosts efficiency, yet some users struggle to realize financial gains despite improved productivity.
Sentiment score
6.5
Microsoft Power BI delivers high ROI with cost-effective deployment, enhancing reporting, analytics, and decision-making for businesses.
This reduction in both time and money resulted in real-time impact and significant cost savings.
Consultant at Nice Software Solutions
For a lot of different tasks, including machine learning, it is a nice solution.
Senior Data Engineer at a logistics company with 51-200 employees
When it comes to big data processing, I prefer Databricks over other solutions.
Head CEO at bizmetric
In a world surrounded by data, tools that allow navigation of large data volumes ensure decisions are data-driven.
Corporate HR Financial Controller at STMicroelectronics Holding
Because of integration with Microsoft Power BI, its interactive dashboards, and how easily it integrates with other SQL data sources, business decisions from business users have become much faster.
Data engineer at a tech vendor with 10,001+ employees
Power BI is easy to deploy within an hour, providing robust security against data leaks.
Senior Manager, Strategy & Consulting at Viacom18 Media Pvt Ltd
 

Customer Service

Sentiment score
6.9
Databricks support is professional and responsive, with users appreciating efficient issue resolution and effective assistance despite occasional delays.
Sentiment score
6.6
Microsoft Power BI support is positive, with responsive customer service, though technical support response times and expertise vary.
Whenever we reach out, they respond promptly.
Senior Data Engineer at a logistics company with 51-200 employees
As of now, we are raising issues and they are providing solutions without any problems.
Data Platform Architect at KELLANOVA
I rate the technical support as fine because they have levels of technical support available, especially partners who get really good support from Databricks on new features.
Data Engineer at CRAFT Tech
The significant drawback I notice is that Microsoft's size makes it hard to get specific change requests addressed unless they involve a bug.
Corporate HR Financial Controller at STMicroelectronics Holding
We have a partnership with Microsoft, involving multiple weekly calls with dedicated personnel to ensure our satisfaction.
Executive Director, Decision Support at Community Health Network
The support is good because there is also a community available.
Business Development Director at a tech consulting company with 201-500 employees
 

Scalability Issues

Sentiment score
7.4
Databricks is praised for scalable, cost-effective cloud compatibility, efficient data handling, and seamless integration with Azure and AWS.
Sentiment score
6.9
Microsoft Power BI effectively scales for most users, though large datasets and high-capacity licenses pose challenges and costs.
The sky's the limit with Databricks.
Governance And Engagement Lead
The patches have sometimes caused issues leading to our jobs being paused for about six hours.
Senior Data Engineer at a logistics company with 51-200 employees
Databricks is an easily scalable platform.
Data Platform Architect at KELLANOVA
You expect only a small percentage of users concurrently, but beyond a thousand concurrent users, it becomes difficult to manage.
Senior Manager, Strategy & Consulting at Viacom18 Media Pvt Ltd
With increasing AI capabilities, architectural developments within Microsoft, and tools like Fabric, I expect Power BI to scale accordingly.
Executive Director, Decision Support at Community Health Network
As more data is processed, performance issues may arise.
Product Owner at ABN AMRO Bank N.V.
 

Stability Issues

Sentiment score
7.6
Databricks is generally stable and reliable, with occasional glitches, handling large data sets effectively according to users.
Sentiment score
7.4
Users find Microsoft Power BI stable and reliable but face performance issues with large datasets and real-time data limitations.
They release patches that sometimes break our code.
Senior Data Engineer at a logistics company with 51-200 employees
Although it is too early to definitively state the platform's stability, we have not encountered any issues so far.
Data Platform Architect at KELLANOVA
Databricks is definitely a very stable product and reliable.
Data Engineer at a tech vendor with 1,001-5,000 employees
In terms of stability, there's no data loss or leakage, and precautions are well-managed by Microsoft.
Senior Manager, Strategy & Consulting at Viacom18 Media Pvt Ltd
We typically do not have problems with end-user tools like Excel and Power BI.
Executive Director, Decision Support at Community Health Network
It is very stable for small data, but with big data, there are performance challenges.
Business Development Director at a tech consulting company with 201-500 employees
 

Room For Improvement

Databricks requires better visualization, integration, pricing, user experience, scalability, and documentation to enhance functionality and user adaptation.
Microsoft Power BI needs performance improvements, better mobile accessibility, non-Microsoft database support, and simplified interface for non-technical users.
Adjusting features like worker nodes and node utilization during cluster creation could mitigate these failures.
Data Engineer at a engineering company with 1,001-5,000 employees
We prefer using a small to mid-sized cluster for many jobs to keep costs low, but this sometimes doesn't support our operations properly.
Senior Data Engineer at a logistics company with 51-200 employees
We use MLflow for managing MLOps, however, further improvement would be beneficial, especially for large language models and related tools.
Solution Architect at Mercedes-Benz AG
This makes Power BI difficult to manage as loading times can reach one or two minutes, which is problematic today.
Senior Manager, Strategy & Consulting at Viacom18 Media Pvt Ltd
Access was more logical in how it distinguished between data and its formatting.
Corporate HR Financial Controller at STMicroelectronics Holding
Microsoft updates Power BI monthly based on user community feedback.
Executive Director, Decision Support at Community Health Network
 

Setup Cost

Databricks offers competitive, flexible pay-per-use pricing, but costs vary by usage, often higher than open-source alternatives.
Microsoft Power BI offers competitive pricing, with discounts available and appreciated features, despite higher Premium costs.
It is not a cheap solution.
Data Platform Architect at KELLANOVA
I believe that in terms of credits for Databricks, we're spending between £15,000 and £20,000 a month.
Governance And Engagement Lead
I found the setup cost to be expensive
Responsable du département Projets et Applications at CHD Vendée
Power BI isn't very cheap, however, it is economical compared to other solutions available.
Senior Manager, Strategy & Consulting at Viacom18 Media Pvt Ltd
The pricing for Microsoft Power BI is low, which is a good selling point.
Business Development Director at a tech consulting company with 201-500 employees
 

Valuable Features

Databricks offers scalable analytics with powerful machine learning, seamless cloud integration, and efficient data governance for rapid data processing.
Microsoft Power BI offers user-friendly interfaces, powerful data visualization, and seamless integration for efficient data analytics solutions.
Databricks' capability to process data in parallel enhances data processing speed.
Data Engineer at a engineering company with 1,001-5,000 employees
The platform allows us to leverage cloud advantages effectively, enhancing our AI and ML projects.
Data Platform Architect at KELLANOVA
The Unity Catalog is for data governance, and the Delta Lake is to build the lakehouse.
Data Engineer at CRAFT Tech
In today's data-driven environment, these tools are of substantial value, particularly for large enterprises with numerous processes that require extensive data analysis.
Corporate HR Financial Controller at STMicroelectronics Holding
Within the organization, Microsoft Power BI is used to create dashboards and gain insights into data, enhancing data-driven decision-making.
Product Owner at ABN AMRO Bank N.V.
To reduce the need for highly skilled personnel, we can engage someone who is just familiar and has a basic understanding of Microsoft Power BI, while AI can handle the major tasks through either agent AI or requirement analysis.
Senior Technical Service Engineer Expert at Fujitsu
 

Categories and Ranking

Databricks
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
93
Ranking in other categories
Cloud Data Warehouse (4th), Data Science Platforms (1st), Data Management Platforms (DMP) (5th), Streaming Analytics (1st)
Microsoft Power BI
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
331
Ranking in other categories
BI (Business Intelligence) Tools (1st), Reporting (1st)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Databricks is designed for Cloud Data Warehouse and holds a mindshare of 10.2%, up 9.0% compared to last year.
Microsoft Power BI, on the other hand, focuses on BI (Business Intelligence) Tools, holds 8.1% mindshare, down 21.4% since last year.
Cloud Data Warehouse Mindshare Distribution
ProductMindshare (%)
Databricks10.2%
Snowflake14.9%
Teradata8.8%
Other66.1%
Cloud Data Warehouse
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Microsoft Power BI8.1%
Tableau Enterprise6.2%
Amazon QuickSight3.3%
Other82.4%
BI (Business Intelligence) Tools
 

Featured Reviews

SimonRobinson - PeerSpot reviewer
Governance And Engagement Lead
Improved data governance has enabled sensitive data tracking but cost management still needs work
I believe we could improve Databricks integration with cloud service providers. The impact of our current integration has not been particularly good, and it's becoming very expensive for us. The inefficiencies in our implementation, such as not shutting down warehouses when they're not in use or reserving the right number of credits, have led to increased costs. We made several beginner mistakes, such as not taking advantage of incremental loading and running overly complicated queries all the time. We should be using ETL tools to help us instead of doing it directly in Databricks. We need more experienced professionals to manage Databricks effectively, as it's not as forgiving as other platforms such as Snowflake. I think introducing customer repositories would facilitate easier implementation with Databricks.
Hemanthreddy Vakiti - PeerSpot reviewer
Data engineer at a tech vendor with 10,001+ employees
Interactive dashboards have transformed restaurant data into faster daily business decisions
Microsoft Power BI has many features and there is not a lot to improve. However, the licensing can be confusing. When deciding between Pro and Premium, I find it difficult to distinguish what features are offered by Pro and what features are offered by Premium, including the particular differences to choose between both licensing models. Additionally, some features such as DAX, which I mentioned previously, involve DAX calculations and complex data modeling, which are somewhat advanced and not easily understandable. Prior knowledge is required or you need to go through the documentation. If the documentation is made comprehensive so that anyone with no knowledge on DAX can easily use it by going through the documentation, it would be really helpful. Additionally, if the integration with non-Microsoft tools is improved and performance is optimized, then Microsoft Power BI can become a top-ranked visualization tool. The user experience with Microsoft Power BI is quite good. The intuitive user interface makes it easy for both technical and non-technical users to create reports. However, only the advanced features are somewhat complex, and if the documentation is improved, it can be easily accessible.
report
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Comparison Review

it_user79932 - PeerSpot reviewer
Senior Manager - BI Head with 5,001-10,000 employees
Feb 4, 2015
Comparison of SAP BO, Tableau, QlikView, Cognos, Microsoft, OBIEE and Pentaho
1. SAP BO/BI Enterprise scalability Security Ease of use Semantic layer 2. Tableau Visualization Data discovery Turnaround time 3. IBM Cognos Enterprise scalability Security In-memory feature 4. MS BI - Flexibility 5. Pentaho - Open source but still enterprise grade 6. QlikView Data…
 

Top Industries

By visitors reading reviews
Financial Services Firm
18%
Manufacturing Company
9%
Computer Software Company
7%
Healthcare Company
5%
Financial Services Firm
14%
Manufacturing Company
8%
Government
8%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business27
Midsize Enterprise12
Large Enterprise56
By reviewers
Company SizeCount
Small Business135
Midsize Enterprise59
Large Enterprise169
 

Questions from the Community

Which do you prefer - Databricks or Azure Machine Learning Studio?
Databricks gives you the option of working with several different languages, such as SQL, R, Scala, Apache Spark, or Python. It offers many different cluster choices and excellent integration with ...
How would you compare Databricks vs Amazon SageMaker?
We researched AWS SageMaker, but in the end, we chose Databricks. Databricks is a Unified Analytics Platform designed to accelerate innovation projects. It is based on Spark so it is very fast. It...
Which would you choose - Databricks or Azure Stream Analytics?
Databricks is an easy-to-set-up and versatile tool for data management, analysis, and business analytics. For analytics teams that have to interpret data to further the business goals of their orga...
Seeking lightweight open source BI software
There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...
Is Power BI a complete platform or only a visualization tool?
Power BI is an advanced visualization tool oriented to big data with a very complete set of widgets to visualize information, control users accessing information, the configuration of governance po...
How does Oracle OBIEE compare with Microsoft BI?
Oracle OBIEE is great in allowing design and creativity per the individual needs of the organization. Dashboards are fully customizable and very user-friendly. This solution is very stable. Oracle ...
 

Comparisons

 

Also Known As

Databricks Unified Analytics, Databricks Unified Analytics Platform, Redash
SSRS, SSAS, MSBI, MS Reporting Services, Microsoft BI Tools, Microsoft Big Data, Power BI Pro, MS BI
 

Overview

 

Sample Customers

Elsevier, MyFitnessPal, Sharethrough, Automatic Labs, Celtra, Radius Intelligence, Yesware
Accenture Adidas Aetna AIG Airbus Alibaba Allstate Amazon American Express Aon AT&T Audi Bank of America BASF Bayer Berkshire Hathaway Boeing Coca-Cola Comcast Cisco Coca-Cola Dell Disney Emirates Equinix FedEx Ford GE Google H&M Home Depot Honda IBM Intel JPMorgan Chase Kellogg's Kroger L'Oréal McDonald's Merck MetLife Microsoft Nike Oracle P&G PepsiCo Procter & Gamble Prudential Financial SAP Siemens Snapchat Spotify Starbucks Target Toyota T-Mobile Unilever Visa Walmart WeWork World Bank Xerox
Find out what your peers are saying about Snowflake Computing, Teradata, Google and others in Cloud Data Warehouse. Updated: May 2026.
893,164 professionals have used our research since 2012.