Databricks vs SAP Crystal Reports comparison

The compared Databricks and SAP solutions aren't in the same category. Databricks is ranked #1 in Data Science Platforms , with an average rating of 8.2, and holds a 19.2% mindshare in the category. SAP is ranked #9 in RT , with an average rating of 8.4, and holds a 2.8% mindshare. Additionally, 96% of Databricks users are willing to recommend the solution, compared to 96% of SAP users who would recommend it.

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Executive Summary

We performed a comparison between Databricks and SAP Crystal Reports based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Knime, Amazon Web Services (AWS) and others in Data Science Platforms.

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Buyer's Guide

Data Science Platforms

December 2024

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Categories and Ranking

IBM SPSS Statistics

Mindshare comparison

Data Science Platforms

Reporting

Featured Reviews

Md Masudul Hassan

Agricultural Finance and IT Researcher at Sher-e-Bangla Agricultural University

Comprehensive data analysis capabilities with a user-friendly interface, providing an efficient and reliable platform for researchers and analysts

I believe that offering short-term SPSS licenses, perhaps when customer sourcing is available, could make it more affordable. These licenses shouldn't include features tailored for universities or large sales organizations. Instead, they could offer discounts or additional facilities for smaller entities to access the software. In developing countries, it would be beneficial to provide certain features to users at no cost initially, while also customizing pricing options. For example, offering basic features to the first hundred users can help them become familiar with the software and its capabilities. This approach encourages users to upgrade to higher tiers as they become more experienced and require additional functionality.

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Dunstan Matekenya

Data Scientist at a financial services firm with 10,001+ employees

Process large-scale data sets and integrates with Apache Spark with notebook environment

Databricks integrates natively with Apache Spark, which I use as a processing engine for large-scale datasets. This native integration is one of its strengths. Another strength is that the platform makes it very easy to manage resources. For example, setting up a cluster of five or fifteen nodes is straightforward with Databricks. The notebook environment is also excellent, making it easy to perform various tasks.

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MVD Prasad

Assistant General Manager at Soma Enterprise

Helps analyze your data by creating richly formatted, pixel-perfect, and multiple reports from virtually any data source, delivered in over a dozen formats

It has significantly enhanced security features, especially when compared to the standard security features of the earlier PeerSpot version I purchased. I've observed improvements in security, and overall, it's quite commendable. Regarding potential enhancements for the next release of this solution, I haven't closely examined SAP Crystal Reports 53. I've only encountered it briefly, perhaps once or twice. However, I anticipate that it likely offers advanced features distinct from its predecessor. I believe there may be notable improvements and additions in the latest version, and I look forward to exploring them further.

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

"The most valuable feature is its robust statistical analysis capabilities."

"SPSS can handle whatever you throw at it, whether your data set contains 10,000, 100,000, or a million objects. It's like the heavy artillery of analytical tools."

"They have many existing algorithms that we can use and use effectively to analyze and understand how to put our data to work to improve what we do."

"The solution has numerous valuable features. We particularly like custom tabs. It's very useful. We end up analyzing a lot of software data, so features related to custom tabs are really helpful."

"The software offers consistency across multiple research projects helping us with predictive analytics capabilities."

"The most valuable feature of IBM SPSS Statistics is all the functionality it provides. Additionally, it is simple to do the five-way analysis that you can into multidimensional setup space. It's the multidimensional space facility that is most useful."

"It offers very good visualization."

"In terms of the features I've found most valuable, I'd say the duration, the correlation, and of course the nonparametric statistics. I use it for reliability and survival analysis, time series, regression models in different solutions, and different types of solutions."

More IBM SPSS Statistics pros

"Databricks helps crunch petabytes of data in a very short period of time."

"Databricks is hosted on the cloud. It is very easy to collaborate with other team members who are working on it. It is production-ready code, and scheduling the jobs is easy."

"It's great technology."

"The most valuable feature of Databricks is the integration of the data warehouse and data lake, and the development of the lake house. Additionally, it integrates well with Spark for processing data in production."

"It's very simple to use Databricks Apache Spark."

"The solution is built from Spark and has integration with MLflow, which is important for our use case."

"It's easy to increase performance as required."

"The solution is very simple and stable."

More Databricks pros

"SAP Crystal Reports offers a plethora of features, many of which were available much earlier than in the Crystal Reports we previously used. We extensively use its capabilities for generating general reports, working with Kaspersky data, and even incorporating images into our reports. The range of functions available in SAP Crystal Reports is diverse, and we leverage them across various systems for our needs."

"The most valuable feature is that from a user's point of view, it is easy to use and requires just a simple click to generate a report."

"We use SAP Crystal Reports for operational reporting."

"It is an user-friendly solution."

"I find Crystal Reports very easy to use, even for a non-technical person."

"The initial setup of the solution is pretty easy."

"The most valuable feature of the solution is that it is a fantastic way of generating reports."

"The overall environment is the best. Data management, graphs, and layout – everything is the best, in my opinion."

Cons

"One of the areas that should be similar to Minitabs is the use of blogs. The Minitabs blog helps users understand the tools and gives lots of practical examples. Following the SPSS manual is cumbersome. It's a good, exhaustive manual, but it's not practical to use. With Minitabs, you can go to the blogs and find specific articles written about various components and it's very helpful. Without blogs, we find SPSS more complicated."

"SPSS is a tool that's been around since the late 60s, and it's the universal worldwide standard for quantitative social science data analysis. That said, it does seem a bit strange to me that the graphical output functions are so clunky after all these years. The output of charts and graphs that SPSS produces is hideous."

"IBM SPSS Statistics does not keep you close to your data like KNIME."

"The product should provide more ways to import data and export results that are user-friendly for high-level executives."

"This solution is not suitable for use with Big Data."

"The solution could improve by providing a visual network for predictions and a self-organizing map for clustering."

"It would be helpful if there was better documentation on how to properly use the solution. A beginner's guide on how to use the various programming functions within the product would be so useful to a lot of people. I found that everything was very confusing at first. Having clear documentation would help alleviate that."

"It could provide even more in the way of automation as there are many opportunities."

More IBM SPSS Statistics cons

"Databricks has a lack of debuggers, and it would be good to see more components."

"The product could be improved by offering an expansion of their visualization capabilities, which currently assists in development in their notebook environment."

"Overall it's a good product, however, it doesn't do well against any individual best-of-breed products."

"The product should provide more advanced features in future releases."

"In the future, I would like to see Data Lake support. That is something that I'm looking forward to."

"Can be improved by including drag-and-drop features."

"The Databricks cluster can be improved."

"Databricks could improve in some of its functionality."

More Databricks cons

"SAP Crystal Reports should provide better support for dynamic connectors."

"A real improvement would be a simpler system that allows users to play with the visualization without needing specialized skills and code."

"SAP Crystal Reports has some compatibility issues with third-party products."

"If at all possible, a little bit of improvement on the analytical side is needed."

"It has significantly enhanced security features, especially when compared to the standard security features of the earlier PeerSpot version I purchased. I've observed improvements in security, and overall, it's quite commendable. Regarding potential enhancements for the next release of this solution, I haven't closely examined SAP Crystal Reports 53. I've only encountered it briefly, perhaps once or twice. However, I anticipate that it likely offers advanced features distinct from its predecessor. I believe there may be notable improvements and additions in the latest version, and I look forward to exploring them further."

"Maybe some Power BI-related features could be added, like dashboards or direct editing in reports."

"The financing part needs improvement."

"There could be improvements made to the analytics capabilities."

Pricing and Cost Advice

"We think that IBM SPSS is expensive for this function."

"I rate the tool's pricing a five out of ten."

"While the pricing of the product may be higher, the accompanying service and features justify the investment."

"The price of IBM SPSS Statistics could improve."

"SPSS is an expensive piece of software because it's incredibly complex and has been refined over decades, but I would say it's fairly priced."

"More affordable training for new staff members."

"The price of this solution is a little bit high, which was a problem for my company."

"The pricing of the modeler is high and can reduce the utility of the product for those who can not afford to adopt it."

More IBM SPSS Statistics 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."

"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."

"I do not exactly know the costs, but one of our clients pays between $100 USD and $200 USD monthly."

"The licensing costs of Databricks is a tiered licensing regime, so it is flexible."

"We only pay for the Azure compute behind the solution."

"Licensing on site I would counsel against, as on-site hardware issues tend to really delay and slow down delivery."

"Databricks uses a price-per-use model, where you can use as much compute as you need."

"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."

More Databricks pricing and cost advice

"I feel that SAP Crystal Reports is a reasonably priced product."

"The cost of licensing can be a significant factor to consider when upgrading or transitioning to a new version of SAP Crystal Reports. It's important to evaluate the benefits and features offered by the new version against the associated costs to ensure it aligns with your organization's needs and budget."

"SAP Crystal Reports is a very expensive solution."

"This product costs a lot of money."

"We pay fifteen hundred dollars as licensing fee."

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

Computer Software Company

University

Manufacturing Company

Financial Services Firm

16%

Computer Software Company

11%

Manufacturing Company

Healthcare Company

Financial Services Firm

11%

Computer Software Company

10%

Government

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about IBM SPSS Statistics?

The software offers consistency across multiple research projects helping us with predictive analytics capabilities.

See all answers

What is your experience regarding pricing and costs for IBM SPSS Statistics?

The cost of IBM SPSS Statistics is managed by organizations, not individual researchers. It is a very expensive produ...

See all answers

What needs improvement with IBM SPSS Statistics?

IBM SPSS Statistics does not keep you close to your data like KNIME. In KNIME, at every stage, you can see the result...

See all answers

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 ...

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 designe...

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 analyti...

See all answers

What needs improvement with SAP Crystal Reports?

Maybe some Power BI-related features could be added, like dashboards or direct editing in reports. We use query langu...

See all answers

What is your primary use case for SAP Crystal Reports?

We use SAP Crystal Reports for reporting. We use it for financial reports like statements of accounts, trial balances...

See all answers

What do you like most about SAP Crystal Reports?

We use SAP Crystal Reports for operational reporting.

See all answers

Comparisons

IBM SPSS Modeler vs IBM SPSS Statistics

Compared 16% of the time

Alteryx vs IBM SPSS Statistics

Compared 13% of the time

TIBCO Statistica vs IBM SPSS Statistics

Compared 13% of the time

Microsoft Azure Machine Learning Studio vs IBM SPSS Statistics

Compared 11% of the time

Amazon SageMaker vs IBM SPSS Statistics

Compared 6% of the time

More IBM SPSS Statistics Competitors

Dataiku vs Databricks

Compared 11% of the time

Informatica PowerCenter vs Databricks

Compared 8% of the time

Amazon SageMaker vs Databricks

Compared 8% of the time

Dremio vs Databricks

Compared 8% of the time

Microsoft Power BI vs Databricks

Compared 7% of the time

More Databricks Competitors

Microsoft Power BI vs SAP Crystal Reports

Compared 21% of the time

TIBCO Jaspersoft vs SAP Crystal Reports

Compared 20% of the time

IBM Cognos vs SAP Crystal Reports

Compared 10% of the time

Microsoft SQL Server Reporting Services vs SAP Crystal Reports

Compared 10% of the time

More SAP Crystal Reports Competitors

Product Reports

Buyer's Guide

IBM SPSS Statistics

December 2024

Download IBM SPSS Statistics product report

Buyer's Guide

Databricks

December 2024

Download Databricks product report

Buyer's Guide

SAP Crystals

November 2024

Download SAP Crystal Reports product report

Also Known As

SPSS Statistics

Databricks Unified Analytics, Databricks Unified Analytics Platform, Redash

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IBM

Databricks

SAP

Overview

IBM SPSS Statistics is a powerful data mining solution that is designed to aid business leaders in making important business decisions. It is designed so that it can be effectively utilized by organizations across a wide range of fields. SPSS Statistics allows users to leverage machine learning algorithms so that they can mine and analyze data in the most effective way possible.

IBM SPSS Statistics Benefits

Some of the ways that organizations can benefit by choosing to deploy IBM SPSS Statistics include:

Ease of use. SPSS Statistics enables users to simply and intuitively take control of their statistical needs. The solution is designed so that analysts who do not know how to code can easily make full use of the various tools and capabilities that SPSS Statistics has to offer. Its command language is so straightforward that it does not require users to undergo special training before they use it.

Comprehensive and flexible build. SPSS Statistics is designed to be both a comprehensive and highly flexible analytics solution. It enables users to utilize a variety of integrations that make it easy for users to add features that they might feel they are missing.

Automation. SPSS Statistics makes it simple for users to automate basic tasks that they might otherwise devote too much time worrying about. Tasks like calculation or data gathering can be delegated to the system while more conceptual tasks like data analysis are given to an organization’s analysts to handle.

IBM SPSS Statistics Features

Intuitive user interface. SPSS Statistics enables users to deploy an intuitive interface that makes the process of system management simple. Among the other components of this interface is a drag-and-drop feature that makes analysis and management possible for anyone who wants to use it.

Advanced data visualizations. Analysts that employ SPSS Statistics gain access to tools that empower them to create and export data visualizations. These visualizations can be formatted in many different ways depending on what the user needs.

Local data storage. SPSS Statistics has the ability to securely store data on a user’s computer. This enables them to add layers of security that would not necessarily be present if the data was stored in the cloud.

Reviews from Real Users

IBM SPSS Statistics is a highly effective solution that stands out when compared to many of its competitors. Two major advantages it offers are the wealth of functionalities that it provides and its high level of accessibility.

An Emeritus Professor of Health Services Research at a university writes, "The most valuable feature of IBM SPSS Statistics is all the functionality it provides. Additionally, it is simple to do the five-way analysis that you can in a multidimensional setup space. It's the multidimensional space facility that is most useful."

A Director of Systems Management & MIS Operations at a university, says, “The SPSS interface is very accessible and user-friendly. It's really easy to get information from it. I've shared it with experts and beginners, and everyone can navigate it.”

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.

Turn information from almost any data source into a sophisticated, interactive report with SAP Crystal Reports. This powerful, user-friendly application for small businesses and departments can help you deliver key insights to the right decision maker, at the right time, in the right format.

Click here for a free trial

Sample Customers

LDB Group, RightShip, Tennessee Highway Patrol, Capgemini Consulting, TEAC Corporation, Ironside, nViso SA, Razorsight, Si.mobil, University Hospitals of Leicester, CROOZ Inc., GFS Fundraising Solutions, Nedbank Ltd., IDS-TILDA

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

City of Buenos Aires, ASR Group, Citrix, EarlySense, Usha International Limited, Automotive Resources International (ARI), LivePerson, Coelba (Grupo Neoenergia), RZD Russian Railways, National Basketball Association - NBA, TALLY WEiJL, El Machetazo, Young Heroes, Mozzart, Mitsui Knowledge Industry (MKI) , Surgutneftegas Open Joint Stock Company, The VELUX Group, AOK Bundesverband, AL-KO KOBER GROUP

Buyer's Guide

Data Science Platforms

December 2024

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