Red Hat Lightspeed vs SAP Business Data Cloud comparison

Red Hat and SAP are both solutions in the Predictive Analytics category. Red Hat is ranked #5 with an average rating of 7.5, while SAP is ranked #2 with an average rating of 8.0. Red Hat holds a 5.2% mindshare in PA, compared to SAP’s 6.1% mindshare. Additionally, 91% of Red Hat users are willing to recommend the solution, compared to 91% of SAP users who would recommend it.

Red Hat Lightspeed

Read 12 Red Hat Lightspeed reviews

1,861 Views
1,842 Comparison Views

91% willing to recommend

SAP Business Data Cloud

Read 89 SAP Business Data Cloud reviews

11,202 Views
1,008 Comparison Views

91% willing to recommend

Red Hat Lightspeed

SAP Business Data Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Red Hat Lightspeed and SAP Business Data Cloud are competitors in the enterprise data management category. Red Hat Lightspeed holds an advantage in pricing and support, while SAP Business Data Cloud leads with its comprehensive analytics and data governance features.

Features: Red Hat Lightspeed offers open-source flexibility, seamless integration, and adaptability in diverse environments. SAP Business Data Cloud is equipped with a vast suite of analytics tools, powerful data governance solutions, and strong predictive analytics capabilities.

Room for Improvement: Red Hat Lightspeed can enhance its analytics offerings, expand data governance, and improve the predictive analytics feature set. SAP Business Data Cloud could benefit from simplified pricing structures, more intuitive user interfaces, and quicker deployment timeframes.

Ease of Deployment and Customer Service: Red Hat Lightspeed provides a straightforward deployment process along with robust customer support, facilitating quick implementation. SAP Business Data Cloud, though requiring a more detailed setup, offers extensive documentation and skilled technicians for those who value detailed guidance and support.

Pricing and ROI: Red Hat Lightspeed is cost-effective, providing strong ROI due to lower setup costs and efficient performance metrics. SAP Business Data Cloud, despite higher initial costs, offers a broad feature set and advanced capabilities, catering to businesses looking for long-term value in sophisticated data operations.

To learn more, read our detailed Red Hat Lightspeed vs. SAP Business Data Cloud Report (Updated: April 2026).

Buyer's Guide

Red Hat Lightspeed vs. SAP Business Data Cloud

April 2026

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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

Red Hat Lightspeed

Ranking in Predictive Analytics

5th

Average Rating

8.8

Reviews Sentiment

3.7

Number of Reviews

Ranking in other categories

No ranking in other categories

SAP Business Data Cloud

Ranking in Predictive Analytics

2nd

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Integration (10th), BI (Business Intelligence) Tools (3rd), Business Performance Management (3rd), Cloud Analytics (2nd), Data Governance (9th), Cloud Data Warehouse (10th)

Mindshare comparison

As of May 2026, in the Predictive Analytics category, the mindshare of Red Hat Lightspeed is 5.2%, up from 1.9% compared to the previous year. The mindshare of SAP Business Data Cloud is 6.1%, down from 15.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	6.1%
Red Hat Lightspeed	5.2%
Other	88.7%

Predictive Analytics

Featured Reviews

VishalSingh15

Head of Business at Variyas Labs Pvt Ltd

Have found limited automation capabilities while configuration has remained complex despite reliable monitoring features

In terms of configuration, Red Hat Insights could use some improvement. When I deploy Red Hat, the installation means a pure vanilla installation where you run and install a product out of the box, but deployment involves configuration plus all necessary tooling to run that product, which requires human input to complete the installation, configurations, and integration. Red Hat Insights has very limited automation; it only detects anomalies and triggers corrective actions for compliance issues, something which I found lacking when compared to other tools I've used.

Read full review

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Brings reporting, planning, and prediction together in one seamless workflow

I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

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 tool is simple and easy to use. It has good support and doesn't have many outages due to the OS."

"The most valuable features of Red Hat Enterprise Linux are the mobile applications and getting real-time notifications."

"The most valuable feature of Red Hat Insights that I have found is the proactive information on issues that you don't see but are possibly going to happen in the environment."

"Red Hat Enterprise Linux has made significant improvements in terms of storage. You can mount an 18 terabyte file system. It also supports NFS shares and the SIP share for the photos. There have been many features added since RHEL 6. It's more user-friendly and graphical."

"I have seen a return on investment, especially considering the time taken to resolve the problem where we bought some support from Red Hat."

"Red Hat support is very good; their response regarding SLAs has improved significantly in India, and I have no complaints about the support I continue to receive."

"The product is optimized for resource utilization."

"It identifies bugs and security vulnerabilities."

More Red Hat Lightspeed pros

"The Smart Predict, Smart Insights, and Smart Discovery predictive analysis features are quite good."

"I like the connectivity the solution provides with other products."

"It is a comprehensive BI solution that provides reporting, planning, and predictive analytics in one solution."

"There is a seamless integration with SAP S4HANA which is really valuable to our organization and its functions. Since the data is stored in the same ecosystem, it creates a simple process of building dashboards, without making the process cumbersome The Analytics Cloud provides standardized templates and storage options, making it easy to plug into existing structures. We're utilizing custom stories that have already been developed, streamlining the development process. It serves as a convenient starting point and contributes to the overall ease of development. Another advantage is that it doesn't provide the same level of calculation power as Power BI and Tableau. SAP Analytics Cloud emphasizes pushing analytics back into the database, recommending data manipulation and preparation outside of the platform. This approach is seen as an advantage, as it allows for more robust data handling."

"SAP Analytics Cloud is very easy to use, and you don't require much technology. It has a very good library and analytics. It is easy to configure and offers good visualization."

"The most valuable feature of SAP Analytics Cloud is its integration with SAP."

"SAP Analytics Cloud is a very good tool, the feature that's most useful for me is the reporting as it can be done via Google Chrome, and the solution is also very nice, user-friendly, and easy to build, making it very easy to use the features of SAP Analytics Cloud."

"It offers good backup capabilities."

More SAP Business Data Cloud pros

Cons

"Red Hat Insights has very limited automation; it only detects anomalies and triggers corrective actions for compliance issues, something which I found lacking when compared to other tools I've used."

"A lot of improvement is required to get security compliance, especially with the privacy of the data, managing it, and storing it."

"The improvements, in my opinion, have to be done in the infrastructure of the Red Hat Satellite, it is very complex."

"All resources should be available on the website."

"The cockpit server doesn't work and is useless. I don't like the images shown in GCP. I prefer the ones in AWS. It seems like the solution is in tune with what we deploy on the private cloud."

"I also want the co-pilot to provide more granular control and more features in the GUI, so we can have one configuration from the GUI itself. It would be helpful to have a feature similar to the one in Windows where we can manage all the net flows from one console in a single pane of glass and install it on-premises like an admin center. It would be great if Red Hat had some kind of admin center to manage all the RHEL boxes without using an additional product like Satellite or something, we could use the co-pilot on all the systems to monitor the dashboard."

"There is potential for improvement when it comes to ease of use. It has become easier to use over the years but could be better still. Linux, in general, has never been a simple solution. It's usually a more complex solution than something like Windows. If there is a downside, it's that it is more complex than some of the other solutions."

More Red Hat Lightspeed cons

"What could be improved in SAP Analytics Cloud is integration, particularly in terms of extracting data from the source system. Currently, its data extraction mechanism doesn't have good integration and needs improvement."

"AI doesn't work as well with SAP live connections."

"SAP Analytics cloud needs better exporting options."

"Statistical analysis should be a bit more profound than it is."

"SAP could add more templates to the platform."

"The technical support for Analytics Hub is limited and could be improved."

"The scope is limited to a few accounts."

"I expect more integration from SAP Analytics Cloud."

More SAP Business Data Cloud cons

Pricing and Cost Advice

"The prices are comparable, and good for what is being provided."

"Regarding the prices, the new changes are actually not bad as it works for enterprise solutions."

"If you have a subscription to Red Hat Enterprise Linux, Red Hat Insights is free."

"This is not a cheap solution but it gets you the support if you ever need it."

"RHEL is expensive. We have changed the cloud provider's subscription to a pay-as-you-go model."

"SAP pricing tends to be premium, so it is slightly higher."

"The tool's pricing is medium, and licensing costs are yearly."

"Its licensing is on a monthly basis."

"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."

"I don't have the exact price for SAP Analytics Cloud, but it could be improved and made cheaper, especially when compared to Power BI."

"This solution is pricey."

"The product is expensive."

"It Wasn't directly involved in the pricing discussions, but when I joined the organization, they had already purchased the SAP Analytics Cloud solution. The organization faced challenges due to its perceived expense, leading to restrictions on granting access to many users."

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

No data available

Manufacturing Company

16%

Financial Services Firm

Construction Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	9

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	19
Large Enterprise	51

Questions from the Community

What needs improvement with Red Hat Insights?

See all answers

What is your primary use case for Red Hat Insights?

I did not purchase the product through AWS Marketplace; AWS was primarily used as the platform for workloads. We use basic services within AWS, but I did not use anything from the marketplace becau...

See all answers

What advice do you have for others considering Red Hat Insights?

In terms of optimizing risk identification, I would rate Red Hat Insights around five to six on a scale of 1 to 10. I would give Red Hat Insights an overall rating of six on a scale from 1 to 10. I...

See all answers

Which would you choose - Tableau or SAP Analytics Cloud?

Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...

See all answers

What do you like most about SAP Analytics Cloud?

In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.

See all answers

What is your experience regarding pricing and costs for SAP Analytics Cloud?

I normally do not deal with the commercials, so I am not aware of the pricing part of it.

See all answers

Comparisons

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Compared 18% of the time

Alteryx vs Red Hat Lightspeed

Compared 17% of the time

ibi WebFOCUS vs Red Hat Lightspeed

Compared 16% of the time

PredicSis vs Red Hat Lightspeed

Compared 15% of the time

Tango Analytics vs Red Hat Lightspeed

Compared 14% of the time

More Red Hat Lightspeed Competitors

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 19% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 5% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 4% of the time

Anaplan vs SAP Business Data Cloud

Compared 4% of the time

IBM Planning Analytics vs SAP Business Data Cloud

Compared 3% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

Red Hat Lightspeed

April 2026

Download Red Hat Lightspeed product report

Buyer's Guide

SAP Business Data Cloud

April 2026

Download SAP Business Data Cloud product report

Also Known As

Red Hat Insights

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

Overview

Red Hat Lightspeed is designed for seamless enterprise workload management. With user-friendly operations and robust security through OSCAP profiles, it ensures reliable lifecycle management and strong support.

Red Hat Lightspeed is engineered to enhance performance with automation capabilities like Ansible, proactive monitoring via Insights, and flexible infrastructure adaptability. Its features geared towards smart management using Satellite and comprehensive application deployment enhance stability. An intuitive dashboard streamlines real-time issue identification, promoting resource efficiency and reliability in governance. Improvements are needed in cockpit server functionality, GUI, and OSCAP profile integration, indicating a need for enriched documentation and better ease of use. Users suggest adding a status page due to site outages and prioritizing the enhancement of Ansible integration, as well as security compliance.

What are the key features of Red Hat Lightspeed?

Ease of Use: Simplified operations and management tasks.
Built-in Security: Enhanced security with OSCAP profiles.
Automation with Ansible: Streamlines repetitive tasks.
Insights Monitoring: Proactive system health checks.
Smart Management: Facilitates stability with Satellite.
Real-time Dashboard: Quick issue identification.

How does Red Hat Lightspeed deliver ROI?

Performance Enhancement: Boosts operational efficiency.
Security Assurance: Strong compliance measures.
Infrastructure Flexibility: Adapts to on-premises and cloud.
Patching Efficiency: Maintains system integrity.

Industries leverage Red Hat Lightspeed for running robust applications and databases, efficiently handling transaction servers and virtualization tasks. It supports both on-premises and cloud deployments, with common applications like Oracle databases and SAP solutions. By facilitating automation and security assessments, it aids in patch management and is instrumental for companies in executing cloud migrations, enabling predictive analytics, and ensuring system health to proactively tackle vulnerabilities.

Red Hat

SAP Business Data Cloud provides cloud-based predictive analysis, robust visualization, and integrated planning capabilities with seamless SAP integration. It enhances analytics and reporting efficiency with machine learning and AI features.

SAP Business Data Cloud stands out with its user-friendly application design, leveraging TypeScript scripting for flexibility. It enables easy data integration, customizable dashboards, and collaborative planning. Renowned for its seamless connectivity and comprehensive business intelligence offerings, it is designed to support real-time analytics and planning across both on-prem and cloud environments. Improvements are anticipated in visualization features, connectivity, and third-party system integration, with calls for more customizable chart options and real-time reporting capabilities.

What are the most important features of SAP Business Data Cloud?

Cloud-Based Predictive Analysis: Offers advanced forecasting and trend prediction capabilities.
Robust Visualization: Enables dynamic and interactive data visualization tools.
Integrated Planning: Provides tools for strategic planning and collaboration.
Flexibility with TypeScript: Allows customization and tailored application design.
Seamless Integration: Easily integrates with other SAP products and additional data sources.
AI and Machine Learning: Enhances analytics and reporting efficiency.

What benefits or ROI should users look for in SAP Business Data Cloud?

User-Friendly Interface: Simplifies data integration and application design.
Comprehensive Business Intelligence: Supports strategic decision-making processes.
Real-Time Analytics: Provides timely insights and enhances planning processes.
Collaborative Planning: Facilitates teamwork and strategic alignment.
Cost-Effective Solution: Offers value through efficient and diverse capabilities.

SAP Business Data Cloud serves industries by powering cloud-based reporting, analytics, financial planning, and executive dashboards. Companies utilize it to integrate SAP and non-SAP data sources for insights and forecasts. It is applied in constructing dashboards, boardroom presentations, budgeting, and predictive analytics, supporting versatile use cases across multiple sectors.

SAP

Sample Customers

Cerner, Government of Nova Scotia

Live Oak Bank

Buyer's Guide

Red Hat Lightspeed vs. SAP Business Data Cloud

April 2026

Free Report: Red Hat Lightspeed vs. SAP Business Data Cloud

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