Databricks vs Oracle Essbase comparison

The compared Databricks and Oracle solutions aren't in the same category. Databricks is ranked #8 in CDW , with an average rating of 8.3, and holds a 9.0% mindshare in the category. Oracle is ranked #11 in DDM , with an average rating of 8.6, and holds a 0.9% mindshare. Additionally, 96% of Databricks users are willing to recommend the solution, compared to 100% of Oracle users who would recommend it.

Databricks

Read 91 Databricks reviews

2,043 Views
109 Comparison Views

96% willing to recommend

Oracle Essbase

Read 14 Oracle Essbase reviews

136 Views
91 Comparison Views

100% willing to recommend

Databricks

Oracle Essbase

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Databricks and Oracle Essbase based on real PeerSpot user reviews.

Find out what your peers are saying about Snowflake Computing, Microsoft, Google and others in Cloud Data Warehouse.

To learn more, read our detailed Cloud Data Warehouse Report (Updated: June 2025).

Buyer's Guide

Cloud Data Warehouse

June 2025

Download the complete report

Helped 860,711 peers since 2012

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

Databricks

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Cloud Data Warehouse (8th), Data Science Platforms (1st), Streaming Analytics (1st)

Oracle Essbase

Average Rating

8.4

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

Database Development and Management (11th)

Mindshare comparison

Databricks and Oracle Essbase aren’t in the same category and serve different purposes. Databricks is designed for Cloud Data Warehouse and holds a mindshare of 9.0%, up 4.6% compared to last year.
Oracle Essbase, on the other hand, focuses on Database Development and Management, holds 0.9% mindshare, down 1.0% since last year.

Cloud Data Warehouse

Database Development and Management

Featured Reviews

ShubhamSharma7

Data Engineer at a engineering company with 1,001-5,000 employees

Capability to integrate diverse coding languages in a single notebook greatly enhances workflow

Databricks offers various courses that I can use, whether it's PySpark, Scala, or R. I can leverage all these courses in a single notebook, which is beneficial for clients as they can access various tools in one place whenever needed. This is quite significant. I usually work with PySpark based on client requirements. After coding, I feed the Databricks notebooks into the ADF pipeline for updates. Databricks' capability to process data in parallel enhances data processing speed. Furthermore, I can connect our Databricks notebook directly with Power BI and other visualization tools like Qlik. Once we develop code, it allows us to transform raw data into visualizations for clients using analysis diagrams, which is very helpful.

Read full review

Pratik Phapale

Oracle Hyperion Essbase Developer at HCL Technologies

Multidimensional cube structure enables complex data storage and Oracle consistently upgrades Essbase

It's definitely growing and has many great features, especially in the cloud. I haven't used the on-premises server as much. Multidimensional data processing: Essbase is a kind of backbone, or back end, for systems like Hyperion Planning and Hyperion Financial Management. It's a multidimensional cube where we can store and process details, generate reports, and do multiple data processing, which isn't possible in Oracle or other alternatives. So, I'm grateful for this experience. Continuous improvement: Recently, I faced a version upgrade from 11.1.2 to 11.4. Now I'm on 11.2.10. Essbase is continuously upgrading its features in different areas, like configuration, properties, and the cloud platform. It's great to have experience with this, as well as working with the fundamental parts of the VM sets.

Read full review

Quotes from Members

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

Pros

"Easy to use and requires minimal coding and customizations."

"The solution is an impressive tool for data migration and integration."

"It helps integrate data science and machine learning capabilities."

"Databricks integrates well with other solutions."

"Databricks serves as a single platform for conducting the entire end-to-end lifecycle of machine learning models or AI ops."

"The most valuable feature is the ability to use SQL directly with Databricks."

"The notebooks and the ability to share them with collaborators are valuable, as multiple developers can use a single cluster."

"I work in the data science field and I found Databricks to be very useful."

More Databricks pros

"It helps us fetch specific data sets per users' requirements."

"Unlike relational, where you're linking together multiple tables, with Essbase, you basically define what the dimensions are beforehand, and you define the hierarchy, and then load the data. This allows you to do a pretty sophisticated analysis so that you can drill into it and slice and dice the data."

"The solution is stable and reliable."

"Oracle Essbase is a web integration system that integrates with other data systems."

"It is highly efficient and easily scalable, particularly for handling large databases."

"Essbase is a kind of backbone, or back end, for systems like Hyperion Planning."

"It is very fast compared to other normal databases, like SQL and MySQL."

"I have found the most valuable aspect is the user-friendly environment and current features."

More Oracle Essbase pros

Cons

"The solution has some scalability and integration limitations when consolidating legacy systems."

"There is room for improvement in visualization."

"I believe that this product could be improved by becoming more user-friendly."

"The API deployment and model deployment are not easy on the Databricks side."

"I would like it if Databricks adopted an interface more like R Studio. When I create a data frame or a table, R Studio provides a preview of the data. In R Studio, I can see that it created a table with so many columns or rows. Then I can click on it and open a preview of that data."

"It would be nice to have more guidance on integrations with ETLs and other data quality tools."

"The integration of data could be a bit better."

"Costs can quickly add up if you don't plan for it."

More Databricks cons

"The solution could enhance business analytics. I delved into the data using Oracle Essbase to create a new support tool."

"They should improve the solution's performance."

"The main concern is that Oracle is ending on-premises server support, so it would be better if there was a cloud platform available for Oracle Essbase."

"I would like to see an integration with application performance management and a version control management tool."

"The ability to drive external reporting out for development could be improved."

"It's an expensive product to use."

"The consolidation engine, which is HFM or FCCS, needs some room for improvement."

"The initial setup could be simplified."

More Oracle Essbase cons

Pricing and Cost Advice

"The pricing depends on the usage itself."

"The basic version of this solution is now open-source, so there are no license costs involved. However, there is a charge for any advanced functionality and this can be quite expensive."

"The cost for Databricks depends on the use case. I work on it as a consultant, so I'm using the client's Databricks, so it depends on how big the client is."

"Whenever we want to find the actual costing, we have to send an email to Databricks, so having the information available on the internet would be helpful."

"The solution requires a subscription."

"There are different versions."

"The price of Databricks is reasonable compared to other solutions."

"The solution is a good value for batch processing and huge workloads."

More Databricks pricing and cost advice

"Essbase is competitively priced."

"The solution is expensive."

"I believe the licensing is on a monthly base."

"It is a costly solution."

See which vendors are best for you

Use our free recommendation engine to learn which Cloud Data Warehouse solutions are best for your needs.

See recommendations

860,711 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

17%

Computer Software Company

10%

Manufacturing Company

Healthcare Company

Financial Services Firm

23%

Computer Software Company

10%

Insurance Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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 ...

See all answers

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...

See all answers

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...

See all answers

What is your experience regarding pricing and costs for Oracle Essbase?

It's not that expensive, but also not cheap. I'm not sure because it's a private license.

See all answers

What needs improvement with Oracle Essbase?

If I got the opportunity to work with Hyperion, which is the best product, I would definitely go with that. The main concern is that Oracle is ending on-premises server support, so it would be bett...

See all answers

What is your primary use case for Oracle Essbase?

We provide complete ownership of this application to Walmart projects. In the UK system, we support and develop for the Asda account, known as Eltham. We provide installation and support to over 50...

See all answers

Comparisons

Dataiku vs Databricks

Compared 10% of the time

Microsoft Power BI vs Databricks

Compared 9% of the time

Informatica PowerCenter vs Databricks

Compared 7% of the time

Dremio vs Databricks

Compared 7% of the time

Tableau vs Databricks

Compared 5% of the time

More Databricks Competitors

Microsoft Power BI vs Oracle Essbase

Compared 24% of the time

SAP Analytics Cloud vs Oracle Essbase

Compared 12% of the time

SAP BusinessObjects Business Intelligence Platform vs Oracle Essbase

Compared 11% of the time

IBM Planning Analytics vs Oracle Essbase

Compared 7% of the time

Jedox vs Oracle Essbase

Compared 4% of the time

More Oracle Essbase Competitors

Product Reports

Buyer's Guide

Databricks

July 2025

Download Databricks product report

Buyer's Guide

Oracle Essbase

June 2025

Download Oracle Essbase product report

Also Known As

Databricks Unified Analytics, Databricks Unified Analytics Platform, Redash

Essbase

Overview

Databricks is utilized for advanced analytics, big data processing, machine learning models, ETL operations, data engineering, streaming analytics, and integrating multiple data sources.

Organizations leverage Databricks for predictive analysis, data pipelines, data science, and unifying data architectures. It is also used for consulting projects, financial reporting, and creating APIs. Industries like insurance, retail, manufacturing, and pharmaceuticals use Databricks for data management and analytics due to its user-friendly interface, built-in machine learning libraries, support for multiple programming languages, scalability, and fast processing.

What are the key features of Databricks?

User-friendly interface: Simplifies operations and usability.
Built-in machine learning libraries: Facilitates machine learning tasks.
Support for multiple programming languages: Enhances flexibility.
Scalability: Efficiently handles growing data needs.
Fast processing: Improves performance and speed.
Automated optimization: Reduces manual efforts.
Data visualization: Provides insightful visuals.
Collaborative features: Enhances teamwork.
Delta Lake performance: Boosts data management.
Seamless cluster management: Simplifies system operations.

What are the benefits or ROI to look for in Databricks reviews?

Efficiency in handling large datasets: Ensures smooth processing.
Interactive workspace environment: Improves user collaboration.
Integration with platforms: Provides connectivity benefits.
Performance optimization: Enhances overall system performance.
Support for data governance and security: Ensures data integrity and protection.

Databricks is implemented in insurance for risk analysis and claims processing; in retail for customer analytics and inventory management; in manufacturing for predictive maintenance and supply chain optimization; and in pharmaceuticals for drug discovery and patient data analysis. Users value its scalability, machine learning support, collaboration tools, and Delta Lake performance but seek improvements in visualization, pricing, and integration with BI tools.

Databricks

Oracle Essbase is an OLAP (Online Analytical Processing) Server that provides an environment for deploying pre-packaged applications or developing custom analytic and enterprise performance management applications.

Oracle

Sample Customers

Elsevier, MyFitnessPal, Sharethrough, Automatic Labs, Celtra, Radius Intelligence, Yesware

CHU de Rennes, Bellco Credit Union, Akindo Sushiro Co. Ltd, Deutsche Telekom AG, Samarco MineraÊo S.A., PCCW Ltd., QDQ media S.A.U., Boiron Italia, Specialized Bicycle Components Inc., Akindo Sushiro Co. Ltd., Air Canada, Daelim Industrial Co. Ltd.

Find out what your peers are saying about Snowflake Computing, Microsoft, Google and others in Cloud Data Warehouse. Updated: June 2025.

DOWNLOAD NOW

860,711 professionals have used our research since 2012.

We monitor all Cloud Data Warehouse reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.