SAP Business Data Cloud vs Sigma comparison

SAP and Sigma Computing are both solutions in the BI (Business Intelligence) Tools category. SAP is ranked #5 with an average rating of 8.1, while Sigma Computing is ranked #17 with an average rating of 6.7. Additionally, 92% 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 72 SAP Business Data Cloud reviews

6,430 Views
4,051 Comparison Views

92% willing to recommend

Sigma

Read 12 Sigma reviews

2,352 Views
1,882 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Sigma

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Executive SummaryUpdated on Mar 29, 2026

Sigma and SAP Business Data Cloud compete in the data management solutions category. Sigma seems to have the upper hand with favorable pricing and support services, while SAP Business Data Cloud offers comprehensive features justifying its cost.

Features: Sigma offers advanced data exploration, interactive dashboards, and analytical flexibility. SAP Business Data Cloud provides extensive data integration tools, scalability, and powerful data processing features.

Ease of Deployment and Customer Service: Sigma offers straightforward setup and attentive customer support. SAP Business Data Cloud has a complex deployment process but provides robust integration assistance and strong support for complex enterprise environments.

Pricing and ROI: Sigma distinguishes itself with a competitive pricing model and low setup costs, delivering impressive ROI. SAP Business Data Cloud, despite higher setup expenses, offers substantial ROI over time due to advanced capabilities, beneficial for enterprises seeking long-term value.

To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: March 2026).

Buyer's Guide

BI (Business Intelligence) Tools

March 2026

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Helped 885,311 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

6.6

SAP Analytics Cloud boosts ROI by streamlining data automation and reporting, accelerating decision-making and improving business processes efficiently.

Sentiment score

6.0

Sigma enhances efficiency by saving time and costs, offering instant insights crucial for data tasks and decision-making.

No quotes available

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

6.1

SAP Analytics Cloud support is generally responsive, but users desire quicker responses, more expertise, and improved training resources.

Sentiment score

6.8

Sigma's customer service is praised for its responsive, knowledgeable support team, enhancing platform usability with efficient real-time assistance.

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.

We are satisfied with the technical support from SAP because when we reached out, we were able to get very good support from SAP colleagues.

Bhupesh Akkineni

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

I am satisfied with SAP's technical support team; they provide very good support.

Mostafa Ali

BI Lead Consultant at Intercom Enterprises

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

7.3

SAP Analytics Cloud is scalable and versatile, supporting large user bases while integrating well with other SAP products.

Sentiment score

5.6

Sigma's cloud-native architecture scales efficiently, offering live data, easy management, and unlimited viewers, supporting growth without performance issues.

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.

I would rate its scalability up to nine on a scale of one to ten.

Bhupesh Akkineni

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

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

7.4

SAP Analytics Cloud is stable and reliable, though minor connectivity and performance issues occur with large datasets and variable updates.

Sentiment score

8.1

Sigma offers stable performance for daily tasks, with users experiencing reliable service and minimal need for support.

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.

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 Analytics Cloud users seek improved integration, compatibility, visualization, programming support, pricing, analytics, documentation, technical support, and interface design.

Sigma requires improvements in query handling, visualization, performance, usability, error handling, version tracking, and AI feature enhancements.

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.

Documentation-wise, we see some gaps when trying to connect different solutions.

Bhupesh Akkineni

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

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 Analytics Cloud is pricey but valuable for SAP integration, requiring careful cost analysis and license management.

Sigma's pricing is moderate with flexible licensing, though creator licenses may limit wider report access despite eliminating infrastructure costs.

No quotes available

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 Analytics Cloud is valued for its predictive analytics, integration, user interface, AI features, and cost-effective comprehensive functionalities.

Sigma offers self-service data manipulation and collaboration with Snowflake integration, enhancing decision-making through its advanced features and scalability.

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

The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool.

Pavlina Pankova

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

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

5th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Integration (18th), Cloud Analytics (2nd), Predictive Analytics (3rd), Data Governance (11th), Cloud Data Warehouse (12th)

Sigma

Ranking in BI (Business Intelligence) Tools

17th

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Visualization (13th)

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.

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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.

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Top Industries

By visitors reading reviews

Manufacturing Company

17%

Financial Services Firm

Retailer

Computer Software Company

Financial Services Firm

12%

Manufacturing Company

11%

Healthcare Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	24
Midsize Enterprise	13
Large Enterprise	39

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 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

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 because, for the last ten months since I first started here, this is my first time ever using it, and I think there is a steep learning curve. It is not as intuitive a...

See all answers

What is your primary use case for Sigma?

My main use case for Sigma is that there are a bunch of reports, and many of our main reports are built on Sigma. I use it as a dashboard, review the reports, filter through there, and use it to he...

See all answers

Comparisons

SAP BusinessObjects Business Intelligence Platform vs SAP Business Data Cloud

Compared 31% of the time

Anaplan vs SAP Business Data Cloud

Compared 7% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 7% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 6% of the time

IBM Planning Analytics vs SAP Business Data Cloud

Compared 5% of the time

More SAP Business Data Cloud Competitors

Omni vs Sigma

Compared 23% of the time

Hex vs Sigma

Compared 18% of the time

ThoughtSpot vs Sigma

Compared 7% of the time

Apache Superset vs Sigma

Compared 7% of the time

Microsoft Power BI vs Sigma

Compared 6% of the time

More Sigma Competitors

Product Reports

Buyer's Guide

Cloud Data Warehouse

March 2026

Download SAP Business Data Cloud product report

Buyer's Guide

Sigma

March 2026

Download Sigma product report

Also Known As

SAP Analytics Cloud

No data available

Overview

SAP Business Data Cloud is a robust platform designed to streamline data integration and management across enterprises. It provides efficient solutions to harness and analyze data for enhanced decision-making and operational effectiveness.

SAP Business Data Cloud offers businesses a comprehensive approach to manage data traffic, ensuring seamless integration and accessibility. By leveraging cloud capabilities, it enhances data usability and supports strategic business processes. This is particularly advantageous in a rapidly evolving technological landscape where agility and adaptation are key to competitiveness.

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

Integrated Data Management: Facilitates seamless data handling across different sources.
Advanced Analytics: Provides tools for in-depth data analysis to support decision-making.
Scalability: Ensures the platform can grow alongside business demands.
Security: Robust security measures protect sensitive information.
Real-time Processing: Allows for immediate data processing and insights.

What benefits and ROI should users look for when evaluating SAP Business Data Cloud?

Improved Operational Efficiency: Optimizes processes by providing a unified data environment.
Cost Savings: Reduces infrastructure costs through cloud integration.
Enhanced Decision-Making: Empowers users with timely and relevant insights.
Agility and Flexibility: Allows quick adaptation to changing business needs.

SAP Business Data Cloud finds application across multiple industries such as finance, where it aids in risk management and regulatory compliance. In retail, it enhances supply chain efficiencies, while in manufacturing, it supports production optimization. The adaptability of SAP Business Data Cloud makes it valuable across sectors.

SAP

Sigma is the next-generation of analytics for cloud data warehouses with a familiar spreadsheet-like interface that gives business experts the power to ask any question of their data no matter the query.

Sigma Computing

Sample Customers

Live Oak Bank

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

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March 2026

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