CelerData vs SAP Business Data Cloud comparison

Why PeerSpot?

CelerData and SAP are both solutions in the Cloud Analytics category. CelerData is ranked #10 with an average rating of 8.7, while SAP is ranked #2 with an average rating of 8.3. CelerData holds a 2.6% mindshare in CA, compared to SAP’s 4.3% mindshare. Additionally, 100% of CelerData users are willing to recommend the solution, compared to 92% of SAP users who would recommend it.

CelerData

Read 3 CelerData reviews

1,336 Views
147 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Read 120 SAP Business Data Cloud reviews

23,143 Views
231 Comparison Views

92% willing to recommend

CelerData

SAP Business Data Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Jun 3, 2026

CelerData and SAP Business Data Cloud are competitors in the data management and business intelligence space. SAP Business Data Cloud holds a slight edge due to its advanced features and scalability, despite CelerData's competitive pricing and quick deployment.

Features: CelerData focuses on real-time analytics, data integration, and agility. SAP Business Data Cloud offers comprehensive analytics functions, detailed insights, and scalability, making it a favored option for enterprises seeking in-depth data analysis.

Ease of Deployment and Customer Service: SAP Business Data Cloud offers seamless deployment with extensive support, ideal for large organizations with complex needs, while CelerData offers quick deployment with fewer technical barriers, suitable for businesses prioritizing simple implementation. SAP's extensive customer service ensures smoother long-term operations.

Pricing and ROI: CelerData provides a competitive pricing model with lower setup costs and faster ROI, appealing to smaller organizations. SAP Business Data Cloud, despite higher initial costs, offers substantial ROI through its robust analytics capabilities, attracting businesses that value comprehensive analysis over initial expenses.

To learn more, read our detailed CelerData vs. SAP Business Data Cloud Report (Updated: November 2026).

Buyer's Guide

CelerData vs. SAP Business Data Cloud

November 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

CelerData

Ranking in Cloud Analytics

10th

Average Rating

8.6

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

SAP Business Data Cloud

Ranking in Cloud Analytics

2nd

Average Rating

8.0

Reviews Sentiment

6.3

Number of Reviews

120

Ranking in other categories

Data Integration (11th), BI (Business Intelligence) Tools (3rd), Business Performance Management (4th), Predictive Analytics (2nd), Data Governance (10th), Cloud Data Warehouse (9th)

Mindshare comparison

As of November 2026, in the Cloud Analytics category, the mindshare of CelerData is 2.6%. The mindshare of SAP Business Data Cloud is 4.3%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Analytics Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	4.3%
CelerData	2.6%
Other	93.1%

Cloud Analytics

Featured Reviews

Jorge Novo

Senior Database Engineer at a healthcare company with 10,001+ employees

Centralized analytics has improved real-time campaign reporting and accelerated dashboard insights

CelerData can be improved in several areas. I have identified issues where the transportation and documentation do not reflect the reality of the models, and I found data points issues related to bugs in the code, so for the open-source version, CelerData needs to be more consistent and reliable compared to the cloud version. Regarding CelerData's AI capabilities, I believe the governance and security need to be tested and integrated, and it is still too early in development to make a good determination. Concerning CelerData's AI capabilities, the accuracy and reliability of output depend significantly on the quality of log troubleshooting, which I believe is one of the most important parts.

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.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"CelerData has positively impacted my organization by providing faster response times on reports, especially for real-time data, and I am finally able to centralize all integrated data from different systems for dashboards and reporting."

"CelerData has positively impacted my organization because we improved the production of new analytics; we improved the production by 30%."

"I appreciate CelerData for the agility we have to ingest data."

"The best features SAP Business Data Cloud offers is basically one solution for all analytics and planning applications, and the integration of all the third-party as well as SAP data sources in one platform allows us to deliver machine learning, analytics, and planning, making the decision-making process very easy with one platform."

"In the most recent release, the schedule publication was officially updated and it's been added on MS Office 365. I like how we had an EPM for B to C perspective; it's a great enhancement. Also, I believe the B to B connectivity has been improved. Android support for mobile is really good also. Power BI has always had android support in place, so manual support for SAP Analytics Cloud is also a very good feature."

"I strongly recommend this particular product because whatever I do in multiple tools, in reporting or dashboarding, for example, I carry out a planning process where everything is integrated, so I strongly recommend SAP."

"The product is flexible and has features like AI, link analysis, and insights. It has many features. I can search, and it creates automatic charts without selecting anything. For example, I can ask, "What is the gross margin?" the tool builds a chart based on my question."

"We moved to SAP because we recognize the value and advantage of SAP Cloud Analytics over other solutions."

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

"I would advise anyone looking into SAP Analytics Cloud to go for it."

"SAP Business Data Cloud provides a very seamless experience because within one package we gain AI-infused capabilities, analytical features, and planning tools that enable deeper insights and more informed business decisions based on comprehensive data analysis."

More SAP Business Data Cloud pros

Cons

"I have identified issues where the transportation and documentation do not reflect the reality of the models, and I found data points issues related to bugs in the code, so for the open-source version, CelerData needs to be more consistent and reliable compared to the cloud version."

"I do not perceive any return on investment with SAP Business Data Cloud, as its performance in that area is exceptionally poor and shows no signs of improvement."

"This is not a very stable product."

"Sometimes there are speed issues with big deletion data."

"I would like to have more tabular reporting capabilities, like page reports."

"One area for improvement in SAP Analytics Cloud is incorporating Python into the coding. That functionality is available, but it's not as efficient, and it's a bit difficult sometimes to do it, so that could be improved."

"I rate the scalability as a seven out of ten, as the solution occasionally falls to pieces and requires us to tweak our scripting."

"What should be improved in SAP Analytics Cloud is the speed of importing information and data, e.g. from SAP S/4HANA. Gathering the data from the main database takes a bit of time."

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

More SAP Business Data Cloud cons

Pricing and Cost Advice

Information not available

"Its price is slightly on the higher side."

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

"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 can be very costly to license, which can make it difficult for organizations to implement."

"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 offers value for money and you get what you pay for."

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

"The pricing of this product is reasonable."

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

44%

Outsourcing Company

13%

Financial Services Firm

Comms Service Provider

Media Company

13%

Outsourcing Company

13%

Manufacturing Company

12%

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	47
Midsize Enterprise	22
Large Enterprise	79

Questions from the Community

What is your experience regarding pricing and costs for CelerData?

I have no comments regarding pricing, setup cost, and licensing.

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What needs improvement with CelerData?

See all answers

What is your primary use case for CelerData?

My main use case for CelerData is data analytics. I primarily use CelerData for data analytics at CVS Health, examining models for future campaigns and using different data types and subsets to gen...

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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

Comparisons

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Compared 34% of the time

ClickHouse vs CelerData

Compared 30% of the time

Sisense vs CelerData

Compared 22% of the time

IBM Turbonomic vs CelerData

Compared 14% of the time

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SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 14% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 3% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 3% of the time

Databricks vs SAP Business Data Cloud

Compared 2% of the time

Oracle Analytics Cloud vs SAP Business Data Cloud

Compared 2% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

Cloud Analytics

November 2026

Download CelerData product report

Buyer's Guide

SAP Business Data Cloud

September 2026

Download SAP Business Data Cloud product report

Also Known As

No data available

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

Overview

CelerData offers a comprehensive analysis solution designed for businesses needing real-time insights and analytics, focusing on improving data-driven decision-making and operational performance.

CelerData stands out for providing real-time analytics capabilities, allowing companies to harness large data sets effectively. It is designed to address complex analytical scenarios and handle significant data volumes with ease, helping businesses make informed decisions quickly, optimizing resource allocation, and boosting performance. Integrating seamlessly into existing infrastructures, CelerData enhances the speed and scalability of data processing and analysis, enabling organizations to adapt to ever-evolving market demands.

What are the key features of CelerData?

Real-Time Analytics: Process large volumes of data at high speed.
Scalability: Adapt easily to increasing data demands.
Integration: Seamlessly fits into existing systems.
Data Security: Prioritizes protection and privacy of data.

What benefits should users consider?

Efficient Decision Making: Speeds up the decision-making process.
Cost-Effective: Reduces infrastructure costs through optimized resources.
Increased Productivity: Enhances operational efficiency.
ROI: Delivers a high return on investment by improving overall performance.

Industries such as finance, healthcare, and retail leverage CelerData to enhance their data analytics capabilities. In finance, it assists in real-time transaction monitoring, while healthcare uses it for patient data analysis. Retail sectors benefit from inventory and customer behavior analytics, driving better customer service and satisfaction.

CelerData

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

Information Not Available

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

Buyer's Guide

CelerData vs. SAP Business Data Cloud

November 2026

Free Report: CelerData vs. SAP Business Data Cloud

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