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Alation Data Catalog vs SAP Business Data Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

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
5.7
Alation Data Catalog boosts efficiency by reducing search time, cutting costs, and enhancing user independence in data management.
Sentiment score
6.6
SAP Analytics Cloud boosts ROI by streamlining data automation and reporting, accelerating decision-making and improving business processes efficiently.
We have seen a return on investment, having saved close to 10.5% of our costs, with expected ROI growing yearly by about 17%.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Instead of going into Google or consulting a colleague, I can just go to Alation Data Catalog, search there, and understand everything by myself.
Data Engineer at Yum! Brands
 

Customer Service

Sentiment score
5.6
Alation's support is generally positive, with fast ticket processing but some issues with time zones and complex problem-solving.
Sentiment score
6.1
SAP Analytics Cloud support is generally responsive, but users desire quicker responses, more expertise, and improved training resources.
Some of them have dragged on for six months, which is much longer than we would ever want some support issues to go on.
Senior Data Engineer & Data Platform Engineer at a financial services firm with 1,001-5,000 employees
we have defined several SLAs that have resolved critical issues and incidents with excellent support.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
we have been able to contact them, and they have been able to help us whenever we have had issues
Senior Data Analyst at a government with 1,001-5,000 employees
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.
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.
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.
BI Lead Consultant at Intercom Enterprises
 

Scalability Issues

Sentiment score
6.8
Alation Data Catalog excels in scalability for expanding user bases and data size, with some API limitations on free versions.
Sentiment score
7.3
SAP Analytics Cloud is scalable and versatile, supporting large user bases while integrating well with other SAP products.
As data sizes grow, we can also scale categorizations, calibrations, and the types of data we ingest and catalog through this tool.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alation Data Catalog's scalability is really good since everything is cloud and everything gets pulled into the system via Snowflake and DBT automatically.
Senior Data Analyst at a government with 1,001-5,000 employees
Alation Data Catalog's scalability has met our needs as our data and user base has grown.
Senior Data Engineer & Data Platform Engineer at a financial services firm with 1,001-5,000 employees
SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.
Competence Leader - BI at Sabris CZ s.r.o.
I would rate its scalability up to nine on a scale of one to ten.
Project Manager at a tech services company with 51-200 employees
 

Stability Issues

Sentiment score
7.5
Alation Data Catalog is praised for stability, reliable performance, excellent maintenance, with minor on-premises outages and DBT load concerns.
Sentiment score
7.4
SAP Analytics Cloud is stable and reliable, though minor connectivity and performance issues occur with large datasets and variable updates.
It has never gone down when we wanted to access it.
Senior Data Engineer & Data Platform Engineer at a financial services firm with 1,001-5,000 employees
Alation Data Catalog has been stable for me, as I haven't seen much downtime.
Senior ORM Analyst Assistant Vice President at a financial services firm with 1,001-5,000 employees
From my experience, Alation Data Catalog is stable.
Senior Data Analyst at a government with 1,001-5,000 employees
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.
Competence Leader - BI at Sabris CZ s.r.o.
 

Room For Improvement

Alation Data Catalog needs improved lineage, user interface, automation, security, and integration with Power BI and external APIs.
SAP Analytics Cloud users seek improved integration, compatibility, visualization, programming support, pricing, analytics, documentation, technical support, and interface design.
The platform needs improvement in integrating with BI tools, reducing manual efforts, and facilitating a smooth connection.
Senior Data Governance at a university with 51-200 employees
Additionally, bringing in AI capabilities to automate tracking and labeling can optimize how we handle data information levels.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alation Data Catalog can be improved by enhancing their lineage capabilities to make it easier for us as users to search the lineage without having to use the Alation Data Catalog user interface.
Senior Data and Analytics Consultant at a manufacturing company with 10,001+ employees
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.
Competence Leader - BI at Sabris CZ s.r.o.
Documentation-wise, we see some gaps when trying to connect different solutions.
Project Manager at a tech services company with 51-200 employees
 

Setup Cost

Alation Data Catalog pricing is high, but discounts and long-term agreements offer better value compared to competitors.
SAP Analytics Cloud is pricey but valuable for SAP integration, requiring careful cost analysis and license management.
Collibra is a little bit expensive than Alation, but I presented the benefits of having that platform, so that little bit of money was not a big deal.
Senior Data Governance at a university with 51-200 employees
Discussions with the vendor partners provided a detailed breakdown of costs and how they can be reduced over time.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
 

Valuable Features

Alation Data Catalog boosts productivity with intuitive features, seamless data management, and enhances collaboration through advanced governance and cloud integration.
SAP Analytics Cloud is valued for its predictive analytics, integration, user interface, AI features, and cost-effective comprehensive functionalities.
It was the only data catalog tool where I could save and even create SQL queries.
Senior Data Governance at a university with 51-200 employees
Importantly, we establish a single source of truth, centralizing metadata and standardizing definitions, which minimizes confusion and helps with consistent data use across the organization.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
My stakeholders can find relevant data assets quickly using a Google search without needing technical jargon, reducing the time spent searching for data.
Data Engineer at Yum! Brands
For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.
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.
Competence Leader - BI at Sabris CZ s.r.o.
 

Categories and Ranking

Alation Data Catalog
Ranking in Data Governance
4th
Average Rating
8.0
Reviews Sentiment
5.8
Number of Reviews
19
Ranking in other categories
Metadata Management (3rd)
SAP Business Data Cloud
Ranking in Data Governance
11th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
72
Ranking in other categories
Data Integration (18th), BI (Business Intelligence) Tools (5th), Cloud Analytics (2nd), Predictive Analytics (3rd), Cloud Data Warehouse (12th)
 

Featured Reviews

reviewer2776527 - PeerSpot reviewer
Senior Data and Analytics Consultant at a manufacturing company with 10,001+ employees
Increases data discoverability and boosts self-service analytics through enriched metadata and intuitive search
The best features that Alation Data Catalog offers are its search capabilities and the fact that it works with many different data platforms; it is essentially platform agnostic. The other piece that I really think is important is how easy it is to use as well as to manage. What makes the search capabilities of Alation Data Catalog stand out for me is the fact that every item within the catalog is indexed and searchable, as well as the filtering features that allow you to narrow down to just the types of assets that you need. Wildcard searches are also very helpful. It is a very intuitive tool, as long as you are using the filters. Alation Data Catalog has positively impacted my organization by allowing users to answer questions that they had without trying to track down an expert. This has saved them quite a bit of time and frustration. It has allowed them to solve problems they probably would not have been able to solve had they not had the catalog. We have been measuring the curation of content within the catalog that has gone up over time, and we have also seen the number of users in the catalog increase, as well as the amount of activity within the catalog increase. We were seeing about an average of about 20% increase month over month for the last few months.
Pavlina Pankova - PeerSpot reviewer
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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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Manufacturing Company
9%
Computer Software Company
8%
Government
7%
Manufacturing Company
17%
Financial Services Firm
8%
Retailer
7%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise15
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise13
Large Enterprise39
 

Questions from the Community

What is your experience regarding pricing and costs for Alation Data Catalog?
I haven't had any experience with pricing, setup costs, or licensing, as I have been strictly an end user and haven't had any administrative or management responsibilities.
What needs improvement with Alation Data Catalog?
Some of the downsides about the lineage is that some of the code is quite difficult to read as the formatting is a bit ugly sometimes. Alation Data Catalog can be improved with the lineage formatti...
What is your primary use case for Alation Data Catalog?
I have been using Alation Data Catalog for the past year now. My main use case for Alation Data Catalog is updating data descriptions and making sure analysts have what they need to do their job. W...
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 ...
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.
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.
 

Also Known As

Alation
SAP Analytics Cloud
 

Overview

 

Sample Customers

Salesforce, Snowflake, Citrix, eBay, TripAdvisor, Albertsons, Nasdaq, Pfizer, LinkedIn, Finnair.
Live Oak Bank
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