Red Hat Lightspeed vs SAP Business Data Cloud comparison

Why PeerSpot?

Red Hat and SAP are both solutions in the Predictive Analytics category. Red Hat is ranked #3 with an average rating of 7.5, while SAP is ranked #2 with an average rating of 8.3. Red Hat holds a 6.0% mindshare in PA, compared to SAP’s 5.6% mindshare. Additionally, 91% of Red Hat users are willing to recommend the solution, compared to 92% of SAP users who would recommend it.

Red Hat Lightspeed

Read 12 Red Hat Lightspeed reviews

3,230 Views
3,230 Comparison Views

91% willing to recommend

SAP Business Data Cloud

Read 120 SAP Business Data Cloud reviews

20,641 Views
1,445 Comparison Views

92% 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: September 2026).

Buyer's Guide

Red Hat Lightspeed vs. SAP Business Data Cloud

September 2026

Download the complete report

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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

3rd

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

6.3

Number of Reviews

120

Ranking in other categories

Data Integration (7th), BI (Business Intelligence) Tools (3rd), Business Performance Management (2nd), Cloud Analytics (2nd), Data Governance (4th), Cloud Data Warehouse (4th)

Mindshare comparison

As of October 2026, in the Predictive Analytics category, the mindshare of Red Hat Lightspeed is 6.0%, up from 2.5% compared to the previous year. The mindshare of SAP Business Data Cloud is 5.6%, down from 12.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	5.6%
Red Hat Lightspeed	6.0%
Other	88.4%

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

"RHEL enables us to deploy applications and emerging workloads across bare-metal and virtualized environments and I find those workloads to be extremely reliable. The reliability is so good that I rarely find myself calling Red Hat support any longer. Support is the first benefit of using RHEL, but the second thing is that the platform is so stable that the need to use support is negligible."

"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 most valuable feature of Red Hat Insights is that it is dynamic."

"The reliability is so good that I rarely find myself calling Red Hat support any longer."

"The product is optimized for resource utilization."

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

"RHEL is the most reliable Linux flavor in terms of enterprise governance. I prefer it for its code stability, support, and integration. The lifecycle management features help us maintain compliance and keep the components updated."

More Red Hat Lightspeed pros

"Since implementing SAP Business Data Cloud, reporting has become 30 to 50 percent faster as business data no longer needs to be manually consolidated from multiple systems."

"What I appreciate about SAP Analytics Cloud is the AI features, which include interactive dashboards, drill-down capabilities, linked dimensions, and the ability to integrate more than one model in the same story."

"It is easy to integrate with SAP ERP and BW systems, allowing smooth data transfer and live connections without much development."

"The product is stable, there are no bugs or glitches, it doesn't crash or freeze, and it's reliable."

"The tool's most valuable features are the BI and planning functionalities. I value being able to integrate smart planning with BI for analysis. The solution is user-friendly."

"A point of differentiation in the market for Analytics Cloud compared to other analytics products, is it offers not only business intelligence within the application, but also it has inbuilt AI and machine learning capabilities that can be used not only by data scientist types in the organization, but for general users who can get the benefit of inbuilt predictive features in the tool."

"I like the predictive features of SAP. It's easy to use tools for an end-user."

"The biggest impact for me and my client comes from the integration and reporting aspects, as normally in BW/4HANA, high costs are incurred when purchasing separate features, but in SAP Business Data Cloud, all features can be accessed under one purchase."

More SAP Business Data Cloud pros

Cons

"All resources should be available on the website."

"I would like to see improvements made to the subscriptions and management of them."

"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."

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

"AIX will be out of support in the next few years, so that is a problem because a lot of the clinical apps use AIX."

"New products need better documentation. The websites also have a single sign-on to get you from one side to the other. As a partner, I had a problem finding out how I needed to connect and to which side of the solution."

"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."

"Sometimes, the product has outages that affect the site's ability."

More Red Hat Lightspeed cons

"There is no direct connector from SAP to Redshift, so we are required to use a third-party product that was recommended by SAP."

"The technology used by the tool is old, making it an area where improvements are required."

"I dislike when they do a lot of verification before I begin. I need to follow various steps to get into the system, and I hate this one."

"The budget management could be better."

"Custom visuals is another area of improvement. There are also some mobile features that are missing. There are features that aren't available on the mobile."

"I am not happy with the predictive analytics features and smart features offered by the product, making them areas where improvements are required."

"Technical support is only an online chat option. They need a phone number to talk to someone and they need to increase the support available."

"Data intelligent, data flow, and data pipeline are all very much more expensive now."

More SAP Business Data Cloud cons

Pricing and Cost Advice

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

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

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

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

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

"Its licensing is on a monthly basis."

"SAP Analytics Cloud is a bit higher [in price]. Because, if Microsoft can afford a better product and lower cost, SAP can afford at least the same, or even lower."

"The premium option is very expensive at five thousand dollars. I use the nine hundred and ninety-nine dollar option."

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

"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."

"SAP Analytics Cloud can be quite expensive."

"It's quite expensive and costs a lot to maintain, especially with licensing."

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

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Outsourcing Company

22%

Construction Company

11%

Manufacturing Company

Financial Services Firm

Media Company

14%

Outsourcing Company

13%

Manufacturing Company

11%

Construction Company

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	48
Midsize Enterprise	21
Large Enterprise	79

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 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

What needs improvement with SAP Analytics Cloud?

See all answers

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Compared 3% of the time

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Compared 2% of the time

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Product Reports

Buyer's Guide

Red Hat Lightspeed

September 2026

Download Red Hat Lightspeed product report

Buyer's Guide

SAP Business Data Cloud

September 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 (SAP BDC) is a unified, intelligent data platform — part of the SAP Business AI Platform — that governs SAP and third-party data through a business data fabric. As an evolution of our industry-leading data, analytics and planning solutions, Business Data Cloud brings together Datasphere, Analytics Cloud, and Business Warehouse with a unified experience that delivers transformational insights across all lines of business. By harmonizing mission-critical data with the business processes and logic that give it meaning, SAP BDC delivers a trusted foundation for analytics and AI, empowering data teams and business leaders to make faster, more confident decisions.

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

Unified Data Connectivity: Native integration with SAP applications and third-party sources, eliminating data silos
Business-ready data products: Fully managed SAP data products across all business processes, providing immediate access to high-quality, trusted data
Semantic Data Modeling: A business semantic layer ensures data is translated into consistent, business context across the enterprise
End-to-End Data Governance: Built-in lineage tracking, data quality management, access controls, and compliance support
AI-Assisted Analytics and Planning: Go from insights to action instantly with planning and analytics together in one solution
Open Data Architecture: Enable secure and seamless, zero-copy sharing of semantically rich SAP data into existing data platform environments

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

Accelerated Time to Insight: Less time cleaning and validating data means more time analyzing and acting
Reduced Data Management Costs: One platform replaces multiple point solutions, lowering licensing and IT overhead
Improved Data Trust and Quality: Embedded governance reduces the risk of decisions made on inaccurate or inconsistent data
Faster Compliance and Auditability: Built-in lineage and access controls streamline regulatory reporting and audit preparation
Enhanced Business Agility: Real-time data and self-service analytics help teams respond quickly without relying on IT
Maximized SAP Investment Value: Makes existing SAP transactional data fully accessible and analytics-ready
AI Readiness: A clean, governed data foundation accelerates confident AI and ML adoption across the business

SAP Business Data Cloud is a key component of SAP's vision for the autonomous enterprise. By unifying data connectivity, governance, semantic modeling, and analytics in a single cloud-native platform, SAP BDC eliminates fragmentation and complexity — serving as the connective tissue that ties your entire enterprise together and positioning organizations for long-term success in an AI-driven world.

SAP

Sample Customers

Cerner, Government of Nova Scotia

Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture

Buyer's Guide

Red Hat Lightspeed vs. SAP Business Data Cloud

September 2026

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

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