Databricks vs Oracle OBIEE comparison

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28,492 views|18,008 comparisons
96% willing to recommend
Oracle Logo
11,656 views|5,901 comparisons
87% willing to recommend
Comparison Buyer's Guide
Executive Summary

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

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: May 2024).
771,157 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The solution is very easy to use.""The most valuable feature is the ability to use SQL directly with Databricks.""Databricks has a scalable Spark cluster creation process. The creators of Databricks are also the creators of Spark, and they are the industry leaders in terms of performance.""We are completely satisfied with the ease of connecting to different sources of data or pocket files in the search""It's great technology.""What I like about Databricks is that it's one of the most popular platforms that give access to folks who are trying not just to do exploratory work on the data but also go ahead and build advanced modeling and machine learning on top of that.""The ability to stream data and the windowing feature are valuable.""Databricks' most valuable feature is the data transformation through PySpark."

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"The most valuable feature is the ability to set up the automated delivery of reports.""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 cloud deployment feature. There are about 20 new features, and they are available on mobile and more. I haven't used any of them, but these features are highly attractive.""The most valuable feature is the openness of the solution. It helps us integrate some of our clients.""User-friendly look and feel.""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.""We have scheduled reports delivered automatically to our business users using enterprise features.""I like the scheduling feature. It has an inbuilt scheduler which is very good, and it allows us to create agents, and those agents can be scheduled. It's quite flexible in that respect and goes into our IT infrastructure. The outputs are sent encrypted to various endpoints. Some are internal, and some are our clients, and it's encrypted at a high level. I do find Oracle OBIEE flexible. If there is stuff that's not in your model or schema, it's very flexible to create SQL scripts and create the data you want. It's quite nice to create a dashboard in OBIEE, and that's pretty straightforward in the way you drag and drop everything. You can create sections, and you can add elements to your page. That bit of the interface is relatively straightforward."

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Cons
"Databricks' technical support takes a while to respond and could be improved.""I would like to see more documentation in terms of how an end-user could use it, and users like me can easily try it and implement use cases.""Instead of relying on a massive instance, the solution should offer micro partition levels. They're working on it, however, they need to implement it to help the solution run more effectively.""Databricks' performance when serving the data to an analytics tool isn't as good as Snowflake's.""Support for Microsoft technology and the compatibility with the .NET framework is somewhat missing.""It would be great if Databricks could integrate all the cloud platforms.""There could be more support for automated machine learning in the database. I would like to see more ways to do analysis so that the reporting is more understandable.""There should be better integration with other platforms."

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"We needed some technical expertise during setup.""Oracle OBIEE could improve the visualizations, such as diagrams, charts, and graphical user interface. Other tools on the market have better graphical visualizations this Oracle OBIEE.""The pricing of the solution should be bettered.""It is not a good product for data visualization.""One significant improvement is the need for simplification. The set up could be more intuitive. An enterprise setup with HA and DR are pretty complex and to get a robust solution one has to play around with Real Application Cluster data sources and FAN notifications as well as WebLogic clustering and external load balancers. SSO also is not that simple to set up especially if you want all your Oracle systems to use the same SSO solution, i.e., no cheating with direct LDAP connectivity.""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.""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.""Warehouse and business intelligence are two different things, but OBIEE also has some warehouse features in it. I would like to see some of those capabilities improved."

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Pricing and Cost Advice
  • "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."
  • "I do not exactly know the costs, but one of our clients pays between $100 USD and $200 USD monthly."
  • "Licensing on site I would counsel against, as on-site hardware issues tend to really delay and slow down delivery."
  • "We find Databricks to be very expensive, although this improved when we found out how to shut it down at night."
  • "The pricing depends on the usage itself."
  • "I am based in South Africa, where it is expensive adapting to the cloud, and then there is the price for the tool itself."
  • "The price is okay. It's competitive."
  • "Databricks uses a price-per-use model, where you can use as much compute as you need."
  • More Databricks Pricing and Cost Advice →

  • "It is high."
  • "It's expensive."
  • "I think to spread this across an enterprise will be a significant investment."
  • "Be prepared to spend a lot of time and money."
  • "The pricing we negotiated with Oracle. But, I do not have details."
  • "Oracle products are extremely expensive."
  • "This was not an expensive product for us, although the price varies depending on conditions for each company."
  • "The cost of this solution is a little bit high compared with other products like Zoho, so reducing it would make OBIEE more competitive."
  • More Oracle OBIEE Pricing and Cost Advice →

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    Comparison Review
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    Questions from the Community
    Top Answer: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… more »
    Top Answer: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… more »
    Top Answer: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… more »
    Top Answer: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… more »
    Top Answer: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. OBIEE… more »
    Top Answer: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.
    Ranking
    1st
    Views
    28,492
    Comparisons
    18,008
    Reviews
    47
    Average Words per Review
    441
    Rating
    8.3
    Views
    11,656
    Comparisons
    5,901
    Reviews
    25
    Average Words per Review
    481
    Rating
    8.0
    Comparisons
    Also Known As
    Databricks Unified Analytics, Databricks Unified Analytics Platform, Redash
    OBIEE, Oracle Business Intelligence Enterprise Edition, Oracle BI, Oracle BI EE 11g
    Learn More
    Overview

    Databricks is an industry-leading data analytics platform which is a one-stop product for all data requirements. Databricks is made by the creators of Apache Spark, Delta Lake, ML Flow, and Koalas. It builds on these technologies to deliver a true lakehouse data architecture, making it a robust platform that is reliable, scalable, and fast. Databricks speeds up innovations by synthesizing storage, engineering, business operations, security, and data science.

    Databricks is integrated with Microsoft Azure, Amazon Web Services, and Google Cloud Platform. This enables users to easily manage a colossal amount of data and to continuously train and deploy machine learning models for AI applications. The platform handles all analytic deployments, ranging from ETL to models training and deployment.

    Databricks deciphers the complexities of processing data to empower data scientists, engineers, and analysts with a simple collaborative environment to run interactive and scheduled data analysis workloads. The program takes advantage of AI’s cost-effectivity, flexibility, and cloud storage.

    Databricks Key Features

    Some of Databricks key features include:

    • Cloud-native: Works well on any prominent cloud provider.
    • Data storage: Stores a broad range of data, including structured, unstructured, and streaming.
    • Self-governance: Built-in governance and security controls.
    • Flexibility: Flexible for small-scale jobs as well as running large-scale jobs like Big Data processing because it’s built from Spark and is specifically optimized for Cloud environments.
    • Data science tools: Production-ready data tooling, from engineering to BI, AI, and ML.
    • Familiar languages: While Databricks is Spark-based, it allows commonly used programming languages like R, SQL, Scala, and Python to be used.
    • Team sharing workspaces: Creates an environment that provides interactive workspaces for collaboration, which allow multiple members to collaborate for data model creation, machine learning, and data extraction.
    • Data source: Performs limitless Big Data analytics by connecting to Cloud providers AWS, Azure, and Google, as well as on-premises SQL servers, JSON and CSV.

    Reviews from Real Users

    Databricks stands out from its competitors for several reasons. Two striking features are its collaborative ability and its ability to streamline multiple programming languages.

    PeerSpot users take note of the advantages of these features. A Chief Research Officer in consumer goods writes, “We work with multiple people on notebooks and it enables us to work collaboratively in an easy way without having to worry about the infrastructure. I think the solution is very intuitive, very easy to use. And that's what you pay for.”

    A business intelligence coordinator in construction notes, “The capacity of use of the different types of coding is valuable. Databricks also has good performance because it is running in spark extra storage, meaning the performance and the capacity use different kinds of codes.”

    An Associate Manager who works in consultancy mentions, “The technology that allows us to write scripts within the solution is extremely beneficial. If I was, for example, able to script in SQL, R, Scala, Apache Spark, or Python, I would be able to use my knowledge to make a script in this solution. It is very user-friendly and you can also process the records and validation point of view. The ability to migrate from one environment to another is useful.”

    Oracle OBIEE (Oracle Business Information Enterprise Edition) is a business intelligence (BI) tool developed by Oracle. OBIEE will gather, store and analyze an organization's network data and compile the information to create reports, dashboard graphs, and performance analysis. OBIEE’s unique platform allows clients to discover new awareness and improve the speed of completing important business decisions by providing robust visual tools and intuitive realization coupled with the latest unmatched enterprise analytics available. OBIEE helps IT enterprise organizations to experience an intelligent view of all enterprise data from across all sources and empowers trusted users with increased levels of reliable, dependable access, interaction, and the ability to utilize the data to increase the overall effectiveness and productivity of the organization.

    OBIEE provides unique immediate mobile access, intuitive dashboards, robust reporting, real-time alerts, metadata search, procedure management, direct access to Big Data resources, enlightened in-memory computing, and seamless systems management processes. These features seamlessly combine to make Oracle OBIEE a complete, top-of-the-line broad solution that is cost-effective, minimizes TCO, and provides a competitive, quick ROI for the entire organization.

    Oracle OBIEE Top Features 

    • Complete comprehension: Oracle OBIEE offers a full range of BI strategies, including intuitive smart dashboards, dynamic alerts and detection, efficient workflows, enterprise reporting, MS Office integration, real-time predictive analysis, and more. OBIEE also includes many next-generation options, including mission critical scalability and performance, diverse data access and integration, and a modern, robust, service-oriented architecture.
    • Hot-pluggable: OBIEE will take advantage of existing IT relationships, both Oracle and non-Oracle databases, solutions, and applications. Organizations that partner with OBIEE have access to an entire library of analytic tools that are immediately deployable and provide an improved TCO and a super-fast ROI. Additionally, in an outstanding collaboration with Hyperion, OBIEE incorporates BI tools that integrate well with the current suite to supply the grandest selection of BI tools available on the market today.
    • Extensive: OBIEE is very user-friendly and extremely intuitive, and the 100% Web UI brings robust and dynamic BI from diverse sources to any audience, distributing awareness when and where users require it to manage activities, decisions, and processes. 

    Reviews from Real Users

    Sandeep V., Process System Engineer at a comms service provider, tells us, “This solution is very easy for people who are building ad-hoc things. It's an enterprise solution so it can be deployed for a lot of users. There are some great new features that come with the 12c like data visualization, desktop BI Publisher, automation, and interactive dashboards. The product has good features. “ 

    A user who is a CEO at a consultancy relates, “The most valuable feature is the visualization. The data warehousing, data storage, and data wrangling are all features that are in there, and it's one of the better products out there. A good thing is that for large datasets, it's very stable, especially when you have an Oracle database.”

    A user who is a Principal Business Intelligence Architect at a computer software company suggests, "It is very biased towards Oracle infrastructure. One of the major red flags we have at the moment against Oracle is that it doesn't support deployment on other cloud providers. We're quite heavily vested in AWS as our infrastructure, and Oracle is yet to formally support deploying on those virtual infrastructure instances. That's quite disappointing, and it also cuts them out of over 70% of the market."



    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.
    Top Industries
    REVIEWERS
    Computer Software Company25%
    Financial Services Firm16%
    Manufacturing Company9%
    Retailer9%
    VISITORS READING REVIEWS
    Financial Services Firm15%
    Computer Software Company12%
    Manufacturing Company9%
    Healthcare Company6%
    REVIEWERS
    Financial Services Firm12%
    Computer Software Company12%
    Manufacturing Company10%
    Government7%
    VISITORS READING REVIEWS
    Financial Services Firm17%
    Government12%
    Computer Software Company12%
    Manufacturing Company7%
    Company Size
    REVIEWERS
    Small Business27%
    Midsize Enterprise14%
    Large Enterprise59%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise11%
    Large Enterprise71%
    REVIEWERS
    Small Business22%
    Midsize Enterprise20%
    Large Enterprise58%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise13%
    Large Enterprise71%
    Buyer's Guide
    Data Science Platforms
    May 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: May 2024.
    771,157 professionals have used our research since 2012.

    Databricks is ranked 1st in Data Science Platforms with 78 reviews while Oracle OBIEE is ranked 3rd in BI (Business Intelligence) Tools with 154 reviews. Databricks is rated 8.2, while Oracle OBIEE is rated 7.8. The top reviewer of Databricks writes "A nice interface with good features for turning off clusters to save on computing". On the other hand, the top reviewer of Oracle OBIEE writes "A solution that is easily accessible, scalable and requires a straightforward initial setup process to get started". Databricks is most compared with Amazon SageMaker, Informatica PowerCenter, Dataiku, Microsoft Azure Machine Learning Studio and Dremio, whereas Oracle OBIEE is most compared with Microsoft Power BI, SAP BusinessObjects Business Intelligence Platform, IBM Cognos, Tableau and Oracle Analytics Cloud.

    We monitor all Data Science Platforms 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.