SAP Business Data Cloud vs Sigma comparison

SAP and Sigma Computing are both solutions in the BI (Business Intelligence) Tools category. SAP is ranked #3 with an average rating of 8.0, while Sigma Computing is ranked #16 with an average rating of 7.2. SAP holds a 2.7% mindshare in BIT, compared to Sigma Computing’s 1.4% mindshare. Additionally, 91% of SAP users are willing to recommend the solution, compared to 100% of Sigma Computing users who would recommend it.

SAP Business Data Cloud

Read 109 SAP Business Data Cloud reviews

13,088 Views
7,198 Comparison Views

91% willing to recommend

Sigma

Read 12 Sigma reviews

3,480 Views
2,784 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Sigma

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Sigma and SAP Business Data Cloud compete within the business intelligence and analytics software category. SAP Business Data Cloud has an upper hand due to its comprehensive integration within the SAP ecosystem and advanced predictive analytics capabilities.

Features: Sigma provides a user-friendly spreadsheet-like interface for easy data interaction without the need for SQL expertise, live query access on cloud warehouses, and real-time collaboration features. Its formula capabilities greatly enhance the ease of use, allowing business users to manipulate data intuitively. SAP Business Data Cloud offers seamless integration within the SAP ecosystem, combining predictive analytics, planning, and business intelligence. This offers a more comprehensive suite of analytics tools, ensuring that users can extract deep insights from their data.

Room for Improvement: Sigma's primary challenges include handling complex queries and providing a wider array of visualization options. Another area for development is its interface responsiveness when dealing with larger datasets. SAP Business Data Cloud needs to enhance its visualization functionalities to stay competitive with platforms like Power BI and Tableau. Additionally, connectivity with non-SAP systems and the high costs associated with its deployment and integration can be barriers for potential users.

Ease of Deployment and Customer Service: Sigma offers a cloud-first approach, leading to easier deployment across various environments, and is appreciated for its responsive and knowledgeable customer service. SAP Business Data Cloud also provides multiple deployment options but tends to be more difficult to integrate, particularly for non-SAP environments. While its support is effective, the cost and complexity of licensing within the SAP environment limit its broader accessibility.

Pricing and ROI: Sigma's pricing model reduces infrastructure expenses through its cloud-based approach and user-based licensing. However, its pricing structure can limit extensive report creation despite providing strong ROI in operational efficiency. In comparison, SAP Business Data Cloud is generally more expensive, mainly due to its planning functionalities, but the cost is justified by its robust integration within the SAP suite and valuable out-of-the-box capabilities. Its comprehensive BI functionalities can offer significant potential for cost reduction through optimized operational processes.

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

Buyer's Guide

SAP Business Data Cloud vs. Sigma

June 2026

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Helped 900,644 peers since 2012

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

4.7

Users experience ROI with SAP Business Data Cloud, benefiting from cost savings, efficiency, data consistency, and improved business intelligence.

Sentiment score

6.0

Sigma enhances productivity by 25% through efficiency, reducing development time and manual tasks for quicker data-driven decisions.

We have saved a lot on the number of employees, and implementation time for the projects has reduced significantly since we started using the standard features of SAP Business Data Cloud.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

Once the content is available, then it is a faster go-live with lesser cost in implementation, and that would give an ROI.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

It will definitely reduce the need for more staff to handle this technology.

reviewer2837877

SAP BDC Consultant at a tech vendor with 10,001+ employees

For more quotes and insights, download the SAP Business Data Cloud report

It's essential for everything data-related within our company.

Russell Rothstein

CEO at PeerSpot

I have seen a return on investment with Sigma; we already said that it saves about a quarter, it gets me to answers about 25% faster.

Fivel Glasser

Customer Success Manager at a tech company with 51-200 employees

I have definitely seen a return on investment through time saving because once the dashboards are built, they are built.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

For more quotes and insights, download the Sigma report

Customer Service

Sentiment score

6.2

SAP Business Data Cloud support is generally responsive and knowledgeable, but complex cases may require better speed and escalation processes.

Sentiment score

7.2

Sigma's customer service is praised for its accessibility, professionalism, real-time expertise, and efficient problem-solving during transitions and urgent issues.

The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.

Pavlina Pankova

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

For example, when I provide a set of instructions, they often simply ask me to implement those steps without checking whether they are applicable.

ShantanuSrivastava

Lead Analyst at a tech vendor with 10,001+ employees

In SAP's policy, for the first couple of years, the product team is also part of the support team.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

For more quotes and insights, download the SAP Business Data Cloud report

Their support I really think is a 10 out of 10.

Vince Doc

CTO

The support staff are all professional users of the product itself and they are available almost 24/7 and helped me to come up with solutions to all of the problems that I had.

Lh Hawes

Business Intelligence and Analytics Intern at Workato

As Sigma is a cloud platform, you do not need to do all that maintenance work.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

For more quotes and insights, download the Sigma report

Scalability Issues

Sentiment score

7.2

SAP Business Data Cloud offers seamless scalability and reliable performance, efficiently adapting to evolving business and analytics demands.

Sentiment score

6.0

Sigma's architecture offers scalability and flexibility, managing large data and users efficiently, supporting expansion with accessible features.

The scalability of SAP Business Data Cloud has been strong, as it has handled growth in data volume, user demand, and reporting requirements without significant performance issues.

Niyajuddin Tiwale

Technique at Digitaltrack

SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.

Pavlina Pankova

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

Since SAP has consolidated everything on one platform, there is ample room to expand as much as needed.

Muhammad Ashar

Sap Data & Analytics Consultant at Dezert Innovation Technology Company

For more quotes and insights, download the SAP Business Data Cloud report

Sigma seemed to scale just fine with our large data sets and could handle anything we threw at it.

Lh Hawes

Business Intelligence and Analytics Intern at Workato

Permissions are easily set, so you only get to see what you need to see and you can share what needs to be shared.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

For more quotes and insights, download the Sigma report

Stability Issues

Sentiment score

7.5

SAP Business Data Cloud offers high reliability with occasional downtime, consistent performance, and room for improvement in functionality.

Sentiment score

8.2

Sigma offers stable, reliable performance for daily analytics, with users experiencing smooth functionality and no major issues.

You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.

Pavlina Pankova

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

It has been reliable for reporting, analytics, and data integration activities.

mithun jadhav

Network security engineer at a outsourcing company with 11-50 employees

This really allowed virtual access to data, which means there was no heavy replication of data involved, greatly improving performance.

Yagya Purush

Associate Manager at a tech vendor with 10,001+ employees

For more quotes and insights, download the SAP Business Data Cloud report

We did not face typical errors during our project with Sigma.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

For more quotes and insights, download the Sigma report

Room For Improvement

SAP Business Data Cloud requires cost-effective improvements in integration, user-friendliness, real-time data handling, and expanded customization features.

Sigma requires advancements in complex queries, visualization, user interface, data modeling, collaboration, and faster processing, with improved Snowflake integration.

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.

Pavlina Pankova

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

If SAP can come up with innovative options to reduce licensing costs, many customers would incline toward SAP Business Data Cloud.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

For more quotes and insights, download the SAP Business Data Cloud report

The main improvement needed is in data modeling capabilities.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

Sigma lacks a versioning feature to track changes.

reviewer2346903

Technical Lead at a tech vendor with 10,001+ employees

It would be great if there was a way for me to create reports without relying on a data analyst.

Russell Rothstein

CEO at PeerSpot

For more quotes and insights, download the Sigma report

Setup Cost

SAP Business Data Cloud is costly but valued for its comprehensive features and benefits despite high initial and subscription costs.

Sigma offers moderate pricing with flexible licensing, though high admin costs may limit report creation access, saving infrastructure expenses.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

From a planning license perspective, SAC on that side is very expensive if you need developer features.

Norman Ruppert

Director Of Analytics at a outsourcing company with 501-1,000 employees

SAP Business Data Cloud is at a disadvantage when compared to tools like Talend or Informatica, which are cheaper and more capable.

reviewer2860185

Manager at a tech vendor with 10,001+ employees

For more quotes and insights, download the SAP Business Data Cloud report

The pricing of Sigma is a concern, as it restricts our ability to provide more users with report-creating capabilities due to the high cost of admin or report creator licenses.

Russell Rothstein

CEO at PeerSpot

For more quotes and insights, download the Sigma report

Valuable Features

SAP Business Data Cloud enhances decision-making and efficiency through integration, real-time analytics, and centralized management with seamless platform compatibility.

Sigma offers a user-friendly, scalable platform for data analysis, integrating Snowflake and enabling dashboard creation without SQL expertise.

For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

SAP Business Data Cloud has positively impacted my organization by federating SAP data, which is now available for all to use.

Ninad Mehta

Associate director, SAP technical at a outsourcing company with 1,001-5,000 employees

The main standout feature is BDC Connect, as it is very useful for sharing data without replicating to third-party tools such as Enterprise Databricks, Snowflake or even in the near future, Google BigQuery as well as Microsoft Fabric.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

For more quotes and insights, download the SAP Business Data Cloud report

The use of Sigma in decision-making, presentations to customers, and reporting to investors showcases its value in handling data-related tasks.

Russell Rothstein

CEO at PeerSpot

Sigma has positively affected my organization by saving us time in accessing information, which ultimately gets us to complete projects faster.

Fivel Glasser

Customer Success Manager at a tech company with 51-200 employees

Sigma has positively impacted my organization because I think it has been a huge impact, and we use it for all our reporting and our dashboards for tracking.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

For more quotes and insights, download the Sigma report

Categories and Ranking

SAP Business Data Cloud

Ranking in BI (Business Intelligence) Tools

3rd

Average Rating

8.0

Reviews Sentiment

6.4

Number of Reviews

109

Ranking in other categories

Data Integration (10th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (8th), Cloud Data Warehouse (10th)

Sigma

Ranking in BI (Business Intelligence) Tools

16th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Visualization (13th)

Mindshare comparison

As of June 2026, in the BI (Business Intelligence) Tools category, the mindshare of SAP Business Data Cloud is 2.7%, down from 4.3% compared to the previous year. The mindshare of Sigma is 1.4%, down from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	2.7%
Sigma	1.4%
Other	95.9%

BI (Business Intelligence) Tools

Featured Reviews

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

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

Great collaboration with intuitive interface and dynamic visualization capabilities

As we are exploring multiple features in Sigma, I think Sigma can add more functionality. As Power BI gives multiple modeling options in its interface with the query editor, those features can be added in Sigma for intuitiveness or for making the data very clean. From the dashboarding perspective, it performs well. However, from the modeling perspective, it requires more capabilities that can be added in Sigma. The main improvement needed is in data modeling capabilities. If they add those features in the near future, it would be very helpful for us to implement the same or do the data cleansing part in the Sigma tool itself.

Read full review

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Top Industries

By visitors reading reviews

Manufacturing Company

14%

Financial Services Firm

Construction Company

Retailer

Financial Services Firm

12%

Manufacturing Company

11%

Healthcare Company

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	44
Midsize Enterprise	21
Large Enterprise	64

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	3
Large Enterprise	2

Questions from the Community

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

What is your experience regarding pricing and costs for Sigma?

I do not know much about my experience with pricing, setup cost, and licensing because I am not heavily involved in that.

See all answers

What needs improvement with Sigma?

I think Sigma can be improved by continuing to do what they are doing in leaning into AI and leaning into the Snowflake integration with AI. All of the conversational features that they have recent...

See all answers

What is your primary use case for Sigma?

My main use case for Sigma is for enterprise dashboards, which is originally why I brought it in, and self-service analytics. A quick and specific example of how I used Sigma for enterprise dashboa...

See all answers

Comparisons

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 17% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 4% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 4% of the time

Anaplan vs SAP Business Data Cloud

Compared 3% of the time

Databricks vs SAP Business Data Cloud

Compared 3% of the time

More SAP Business Data Cloud Competitors

Omni vs Sigma

Compared 17% of the time

Hex vs Sigma

Compared 11% of the time

ThoughtSpot vs Sigma

Compared 7% of the time

Apache Superset vs Sigma

Compared 6% of the time

Tableau Enterprise vs Sigma

Compared 5% of the time

More Sigma Competitors

Product Reports

Buyer's Guide

SAP Business Data Cloud

May 2026

Download SAP Business Data Cloud product report

Buyer's Guide

Sigma

May 2026

Download Sigma product report

Also Known As

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

No data available

Overview

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

Sigma enhances data tasks with an Excel-like interface, encouraging collaboration and non-technical user engagement. Its strengths include handling vast datasets and facilitating real-time data exploration, appealing to industries aiming for data-driven decision-making.

Sigma stands out with its capabilities for real-time collaboration and ease of use due to its Excel-inspired interface. It supports engagement with large datasets and prioritizes strong data governance. Key features include live queries on cloud databases and seamless integration with Snowflake. Its AI capabilities and self-service access help users perform detailed reporting and pivot table creation from extensive datasets, significantly affecting organizational efficiency and decision-making processes.

What are Sigma's most important features?

Excel-like Interface: Facilitates ease of data interaction for non-technical users.
Real-time Collaboration: Enables users to work together simultaneously.
Large Dataset Handling: Efficiently manages extensive data volumes.
Live Cloud Data Queries: Access real-time data directly from the cloud.
Integration with Snowflake: Provides unified data views and seamless data access.
AI Capabilities: Enhances data processing and analysis efficiency.

What benefits or ROI should users look for?

Ease of Use: Simplifies data tasks for non-technical users.
Improved Efficiency: Enhances decision-making capabilities through comprehensive reporting.
Self-service Data Access: Allows independence in generating reports and data analysis.
Real-time Insights: Offers immediate data exploration and insights.
Data Governance: Ensures robust management of data security and integrity.

Sigma is predominantly used for creating dashboards, reporting, and data visualization. It assists in real-time data exploration and ad hoc analysis, connecting seamlessly with Snowflake for consistent data views. Sales teams use it for performance comparison dashboards, while marketing teams apply it for data migration assessments. Organizations leverage its comprehensive reporting and analytics for informed decision-making.

Sigma Computing

Sample Customers

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

Snowflake, Fivetran ,Autodesk, Flowspace, Super League Gaming, Zumper, Clover, Volta, Olivela

Buyer's Guide

SAP Business Data Cloud vs. Sigma

June 2026

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