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Databricks vs SAP Crystal Reports 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:
 

ROI

Sentiment score
6.6
Organizations experience mixed returns from Databricks, with benefits from cost savings and efficiency, but challenges in initial migration.
Sentiment score
7.1
SAP Crystal Reports delivers over 1000% ROI through Visual Studio integration, boosting sales despite training and database understanding costs.
When it comes to big data processing, I prefer Databricks over other solutions.
For a lot of different tasks, including machine learning, it is a nice solution.
 

Customer Service

Sentiment score
7.2
Databricks customer service is generally effective with prompt responses, though some report issues mainly with third-party support channels.
Sentiment score
6.0
SAP Crystal Reports' support varies; some praise it, others turn to online communities or face scheduling and complexity challenges.
Whenever we reach out, they respond promptly.
 

Scalability Issues

Sentiment score
7.4
Databricks is praised for efficient scalability and cloud compatibility, allowing easy resource adjustment across diverse projects and industries.
Sentiment score
7.9
SAP Crystal Reports excels in scalability for large enterprises, but smaller setups may face SDK and cost challenges.
The patches have sometimes caused issues leading to our jobs being paused for about six hours.
 

Stability Issues

Sentiment score
7.7
Databricks is stable and efficient for large data, with minor issues during updates and occasional connectivity challenges.
Sentiment score
7.4
SAP Crystal Reports stability improved since 2011, with updates resolving crash issues, though some memory problems persist.
They release patches that sometimes break our code.
Cluster failure is one of the biggest weaknesses I notice in our Databricks.
 

Room For Improvement

Databricks users desire improved UI, enhanced data visualization, better integration, clearer error messages, robust support, and comprehensive documentation.
SAP Crystal Reports needs improvements in customization, interface, exporting, and compatibility for better user efficiency and experience.
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.
We use MLflow for managing MLOps, however, further improvement would be beneficial, especially for large language models and related tools.
If I could right-click to copy absolute paths or to read files directly into a data frame, it would standardize and simplify the process.
 

Setup Cost

Databricks pricing depends on usage, with flexibility in licensing, and can vary in competitiveness compared to other solutions.
SAP Crystal Reports can be costly, but discounts and free software help manage expenses, requiring careful license model evaluation.
 

Valuable Features

Databricks provides a unified platform for data engineering, machine learning, seamless cloud integration, and robust data management capabilities.
SAP Crystal Reports offers flexible custom report creation with easy database connectivity, export options, and Business Objects integration.
Databricks' capability to process data in parallel enhances data processing speed.
Developers can share their notebooks. Git and Azure DevOps integration on the Databricks side is also very helpful.
 

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)
SAP Crystal Reports
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
49
Ranking in other categories
Reporting (7th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Databricks is designed for Cloud Data Warehouse and holds a mindshare of 7.8%, up 2.9% compared to last year.
SAP Crystal Reports, on the other hand, focuses on Reporting, holds 2.6% mindshare, down 3.7% since last year.
Cloud Data Warehouse
Reporting
 

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.
MVD Prasad - PeerSpot reviewer
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.
report
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
11%
Manufacturing Company
9%
Healthcare Company
6%
Financial Services Firm
12%
Computer Software Company
10%
Government
10%
Manufacturing Company
9%
 

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...
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 language to build reports; this area could be improved more.
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, and other management reports, salary slips, and many other purposes.
What do you like most about SAP Crystal Reports?
We use SAP Crystal Reports for operational reporting.
 

Also Known As

Databricks Unified Analytics, Databricks Unified Analytics Platform, Redash
No data available
 

Overview

 

Sample Customers

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
Find out what your peers are saying about Snowflake Computing, Microsoft, Google and others in Cloud Data Warehouse. Updated: March 2025.
842,651 professionals have used our research since 2012.