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Databricks vs Oracle OBIEE comparison

 

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

Databricks
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
88
Ranking in other categories
Cloud Data Warehouse (7th), Data Science Platforms (1st), Streaming Analytics (1st)
Oracle OBIEE
Average Rating
7.8
Reviews Sentiment
6.4
Number of Reviews
157
Ranking in other categories
BI (Business Intelligence) Tools (5th), Reporting (3rd)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Databricks is designed for Cloud Data Warehouse and holds a mindshare of 8.4%, up 3.2% compared to last year.
Oracle OBIEE, on the other hand, focuses on BI (Business Intelligence) Tools, holds 3.8% mindshare, down 4.6% since last year.
Cloud Data Warehouse
BI (Business Intelligence) Tools
 

Featured Reviews

ShubhamSharma7 - PeerSpot reviewer
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.
VishnuReddy - PeerSpot reviewer
Handles large datasets and easy to interact with and handle but performance could be better
Oracle's technical support usually recommends to upgrade when you contact them for support. They don't focus on fixing the issue at hand or providing guidance on how to do it. If you are in a lower environment, like one version down, they will blindly suggest upgrading. Additional patches are given for other Oracle products like WebLogic, databases, and apps. They fix issues and create patches based on client needs. But from an OBIEE point of view, they mostly provide bundle patches of around 5 to 6 GB that need to be applied and tested end-to-end. It's not an easy way to get small patches, and if issues arise after applying the patches, you have to contact Oracle again.

Quotes from Members

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

Pros

"The integration with Python and the notebooks really helps."
"It is a cost-effective solution."
"We have the ability to scale, collaborate and do machine learning."
"The solution's features are fantastic and include interactive clusters that perform at top speed when compared to other solutions."
"I work in the data science field and I found Databricks to be very useful."
"Easy to use and requires minimal coding and customizations."
"Databricks provides a consistent interface for data engineers to work with data in a consistent language on a single integrated platform for ingesting, processing, and serving data to the end user."
"Imageflow is a visual tool that helps make it easier for business people to understand complex workflows."
"Integration-wise, it's good."
"The dashboard and analysis are the most valuable features of this solution."
"We do you use Oracle support. We've been paying for an Oracle support subscription for four or five years, and not one ticket has ever been logged. When I came in, I've encouraged the team to ask Oracle questions. They do get back quite quickly. Their support is good. Working with our account managers, if I need to escalate anything, I can speak to them and they escalate the call. I've got that ecosystem working quite well. That does work for us."
"Dashboards provide us with various views and perspectives on our data, allowing us to analyze metrics such as revenue, occupancy rates, etc."
"The visualization is very good."
"The most valuable features of the solution are the various scenarios the product offers and its stability."
"The primary reason for using OBIEE is connectivity with Oracle E-Business Suite. It makes it easy to connect with our Oracle E-Business Suite. There are the standard dashboards available, which we sometimes use, and now we are looking for customized dashboards."
"I like the architecture of this solution. RPV is a powerful feature in Oracle OBIEE. It lets us design as per the needs of the organization. I can have multiple presentation folders and presentation layers. I can have customization in a single node in VMware, which is a very good feature of Oracle OBIEE. It helps customers in designing as per their requirements."
 

Cons

"Pricing is one of the things that could be improved."
"A lot of people are required to manage this solution."
"I have seen better user interfaces, so that is something that can be improved."
"It's not easy to use, and they need a better UI."
"I would like it if Databricks made it easier to set up a project."
"The product cannot be integrated with a popular coding IDE."
"One area of improvement is the Databricks File System (DBFS), where command-line challenges arise when accessing files. Standardization of file paths on the system could help, as engineers sometimes struggle."
"The integration of data could be a bit better."
"They should develop greater visualization because their visualization isn't industry leading at the moment. The way you pull the data and see the data compared to other platforms, they're lagging a little bit behind. Also, their cost. I've got Oracle account managers trying to persuade me every day to purchase these licenses. Once you purchase OBIEE, then you have to purchase the virtualization and then you have to purchase the mobile license to operate on the mobile. It's really expensive."
"When a large number of queries are running at the same time, the report fails."
"The graphical capabilities could be better. They are also cumbersome, and they are limited compared to Tableau, Power BI, or even Business Objects to a certain extent and Cognos. The error logging isn't great either. The errors that come out when you schedule aren't easy to understand. I find how they filter within a query quite cumbersome and difficult to debug if somebody else has done it. You can see as you build, and I think that's where the problem is. It doesn't lend itself to debug something. For example, if you create a formula that's quite complicated, it's not easy to understand what goes with what. It becomes spaghetti, and it's very difficult to unpick. That's really my gripe about it, and in some ways, it's too flexible. It tries to be a Jack of all trades when it's not. I think a lot of these products, if they concentrate on trying to produce your reports, then that's fine. But when they're trying to do all sorts of other things as well, then it isn't very easy. We get lots of support from Oracle, but I think the problem is that we get many invalid file operations. Nobody understands why. It can be a multitude of reasons, but no one reason could cause it. That's just one of the issues we've had in the last year. But the scope of reporting has gone through the roof over the previous 12 to 18 months. We want an end-of-life OBIEE in our environment because some of the infrastructure runs unclustered. We weren't allowed to go clustered for some reason, and we never knew why. Unfortunately, going down that route means that the platform we run it on, WebLogic, has now become non-standard within our organization. Everything's been moved off it and onto other platforms. Unfortunately, our OBIEE runs on that platform, and we're being pushed down different routes, and we don't know where we're going at the moment. Within the next two years, I don't think we'll have OBIEE in our part of the business. In the next release, I think having the capability of being able to develop and then promote to a production environment rather than having to have separate environments will help. I know that Tableau and Power BI can be created on a desktop application, and then when it's ready to go live, you can promote it."
"It would be better if it had a wide range of visualization options. For example, Microsoft Power BI has an extensive range of visualization options, but it's not available in OBIEE. There are also some conflicts because it's complicated, but the cloud application is easier. They added some features for ETL with the on-premises application, but we need a different or a separate application for ETL in the cloud. In the next release, I would like to have more AI features."
"The performance and the complex setup are the main reason for switching to Qlik Sense."
"The functionality to customize and modify reports has been removed, and it would be beneficial to reinstall it, as it allows greater customization and flexibility in creating reports."
"An area for improvement is that Oracle pushes more users to Oracle BI Publisher rather than emphasizing Oracle OBIEE for reporting. The pricing for Oracle OBIEE could be improved."
"There are a lot of aspects of Oracle OBIEE that are exceptionally complicated, make things unnecessarily difficult for everyone who uses it. In terms of the integrations, Oracle needs to improve a little more, but I believe that they have tried to capture all those issues. The issues we are facing in the Oracle OBIEE 12C versions, in the Oracle Analytical Server Center or Analytical Cloud versions, Oracle has managed to overcome the challenges."
 

Pricing and Cost Advice

"We pay as we go, so there isn't a fixed price. It's charged by the unit. I don't have any details detail about how they measure this, but it should be a mix between processing and quantity of data handled. We run a simulation based on our use cases, which gives us an estimate. We've been monitoring this, and the costs have met our expectations."
"Price-wise, I would rate Databricks a three out of five."
"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."
"The cost is around $600,000 for 50 users."
"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 price of Databricks is reasonable compared to other solutions."
"The solution uses a pay-per-use model with an annual subscription fee or package. Typically this solution is used on a cloud platform, such as Azure or AWS, but more people are choosing Azure because the price is more reasonable."
"I am based in South Africa, where it is expensive adapting to the cloud, and then there is the price for the tool itself."
"Its licensing is yearly."
"The pricing we negotiated with Oracle. But, I do not have details."
"There are no additional costs, but there might be some charges for the Java feature."
"The company had twenty-five Oracle OBIEE licenses and never expanded. Price-wise, the solution is expensive."
"In our organization, we use a user-based license for Oracle OBIEE, and I've heard that the license cost is based on the number of users."
"If you compare Qlik Sense and Oracle OBIEE licensing, then Oracle products are much better. With Qlik Sense, you have to pay per client and per use. But we get Oracle OBIEE along with the Oracle database, making it much more cost-effective in the long term."
"It is high."
"The cost of this solution is a little bit high compared with other products like Zoho, so reducing it would make OBIEE more competitive."
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Comparison Review

it_user79932 - PeerSpot reviewer
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
17%
Computer Software Company
11%
Manufacturing Company
9%
Healthcare Company
6%
Financial Services Firm
19%
Government
13%
Computer Software Company
10%
Manufacturing Company
7%
 

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 ...
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...
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 ...
Which Oracle product is better - OBIEE or Analytics Cloud?
Oracle OBIEE is designed to be relatively easy to set up and has a helpful customer support staff at the ready to assist customers. These are two attributes that make this system quite valuable. OB...
What do you like most about Oracle OBIEE?
The most valuable feature of Oracle OBIEE is its ability to handle large volumes of data and provide traditional BI functionalities that developers can easily understand.
 

Also Known As

Databricks Unified Analytics, Databricks Unified Analytics Platform, Redash
OBIEE, Oracle Business Intelligence Enterprise Edition, Oracle BI, Oracle BI EE 11g
 

Overview

 

Sample Customers

Elsevier, MyFitnessPal, Sharethrough, Automatic Labs, Celtra, Radius Intelligence, Yesware
Banca Transilvania, BeckmanCoulter, Hong Kong Housing Society, HealthShare, Ivanhoe Cambridge Unifies, and Home Credit, and Finance Bank.
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