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SAP Analytics Cloud vs ThoughtSpot comparison

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Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

IBM Cognos
Sponsored
Ranking in BI (Business Intelligence) Tools
7th
Average Rating
8.0
Number of Reviews
134
Ranking in other categories
Reporting (4th)
SAP Analytics Cloud
Ranking in BI (Business Intelligence) Tools
4th
Average Rating
8.0
Reviews Sentiment
7.4
Number of Reviews
69
Ranking in other categories
Predictive Analytics (2nd)
ThoughtSpot
Ranking in BI (Business Intelligence) Tools
17th
Average Rating
7.6
Reviews Sentiment
7.2
Number of Reviews
8
Ranking in other categories
Data Visualization (11th), Embedded BI (7th)
 

Mindshare comparison

As of December 2024, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 3.8%, down from 4.3% compared to the previous year. The mindshare of SAP Analytics Cloud is 5.1%, down from 5.9% compared to the previous year. The mindshare of ThoughtSpot is 1.5%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

Carlos Larrad Salgado - PeerSpot reviewer
Improved the quality of our KPIs, while reducing calls to the IT department
I don't like that when we use Colab packages, we get less functionality. For example, you can make groups of data with Excel or with the data sets from the packages, but when you use the Colab packages directly, you can only group the data when you analyze it with Analysis Studio. I think Cognos needs to improve more on this functionality. The user experience is also very important. Cognos is not very easy to understand sometimes, especially when they change the layout but keep the functionality the same. The help is not very graphic and they have no examples. Cognos has to make a big effort to help with understanding the functionality by improving the documentation. There is a lot of documentation, but the examples are hard to find and they should make their help section easier to understand for non-technical users.
RamasamyTelungupalayam - PeerSpot reviewer
Seamless integration, collaborative features, and enhances data exploration
There are several areas for improvement in SAP Analytics Cloud. Firstly, features available in SAP Lumira are missing in SAP Analytics Cloud. Secondly, the predictive analytics functions, although promising, are currently only suitable for Proof of Concepts (POCs) and not for industrial-scale use. Lastly, the pricing model for the planning functionality is quite high and presents an entry barrier.
Avirat Gaikwad - PeerSpot reviewer
It's great not having to write SQL queries but they lack custom visualization functionalities
The majority of issues we have are similar to those every visualization tool faces in the initial phase. Something like a customized visualization, which a lot of companies build for Power BI or Tableau isn't available in ThoughtSpot, or there are minimal options. That's something that I'd like to see in the next release. ThoughtSpot is essentially a query-based search engine where you can type your query and get the answer. If you don't have your data prepared well, your user won't understand what this search engine is for, or they won't get the right answer. So, it doesn't have that powerful query. We usually create models in DBT and then get that into ThoughtSpot as a worksheet.

Quotes from Members

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

Pros

"Report Studio: This is the most powerful and sophisticated tool for professional reporting."
"The three IBM Cognos features I find the most valuable are Dynamic Cubes, PowerPlay, and Watson."
"Even while a user is using a cube for reporting, there will not be a situation as ' Cube file locked; unable to build or deploy'."
"Previously, we were doing static reporting. Management would request a report, and it would take staff a week or more to provide it. With Cognos, we have dynamic reporting, and it has reduced both reporting and decision making times significantly. With the solution's dashboard, the company's management team has updated records at their fingertips. This means that they can directly access the data they need to make decisions."
"The initial setup was straightforward."
"We use the account statement report. When you use an account in HSBC, you receive various types of accounts, such as the stock market, fixed accounts, credit cards, and business accounts. We can create one consolidated report called CCS support, which includes all these accounts. In that statement, we are consolidating all those accounts."
"Cognos is the best application with dashboards,batch reporting, jobs, events and ad-hoc reporting for business users."
"Dashboarding, reporting, and ad hoc reporting are the valuable features of IBM Cognos."
"The ability to collaborate and plan together is great."
"It is scalable."
"The features that I have found most valuable with SAP ERP products are their good user interface, stability, functionality, and good interface options."
"The most valuable features are the visualization and user-friendliness."
"I would recommend this solution for companies that are SAP dependent with users working in this environment."
"The user interface is quite good for developing reports out of models."
"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."
"The stories have really been helpful in looking at specific scenarios and analyzing trends over periods of time."
"The ability to do ad hoc explorations of data has been most valuable."
"The scalability is good."
"I like ThoughtSpot's search capabilities. You can also create custom analytics even if you aren't an experienced data analyst. We have users with no data analytics experience making some of the dashboards we've created, copying components, and customizing them to their specific use cases."
"ThoughtSpot takes the modifying of existing reports out of our hands."
"I would say the return on investment is good. Whatever we invested, we got results. We have been finding it easy to use and onboard new use cases."
"It's easy to drill down or expand data to get more details right out of the box."
"The initial setup was very straightforward."
"It is easy to set up the solution."
 

Cons

"I would like to have predictive and forecasting capabilities in Cognos. It's one thing to do reporting, and another thing to easily predict or forecast certain data points, which is very important for all the clients."
"Need improvement towards Visualization."
"The technical support team’s response time is slow and needs to be improved."
"I would like to see the introduction of mapbooks for supporting some geographical information."
"It would be better if it is was easier to implement without extensive training for it."
"The charts and graphics are weak."
"We would like to see development of the product's UI function, to make it more of a UI tool that can be configured as required."
"The performance is a bottleneck and something that can be improved."
"There is no direct connector from SAP to Redshift, so we are required to use a third-party product that was recommended by SAP."
"SAP Analytics Cloud requires a lot of coding and I would like the coding to be somewhat minimal."
"What could be improved in SAP Analytics Cloud is integration, particularly in terms of extracting data from the source system. Currently, its data extraction mechanism doesn't have good integration and needs improvement."
"I am not happy with the predictive analytics features and smart features offered by the product, making them areas where improvements are required."
"SAC, which is the cloud version, lost some good features from the previous planning product, like BPC or BPS."
"The security, authorization, and live connection to the back-office system features can be improved. A business analyst colleague who creates complex financial management reports has mentioned that he wants to see more fact and visualization features. It would be helpful to have more visualization features to be able to prepare more stories or reports for executives. For example, Tableau has some visualization features that are not present in this solution."
"Sometimes we have difficulty connecting to a SharePoint list."
"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."
"The most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
"The one area of the solution that I do hear needs improvement is on the visualization front."
"I would like to see more flexibility in adding the pins. Currently, we have four different sizes in which I can add pins, but I would like to be able to resize my pins."
"ThoughtSpot is a fairly new product, so some usability aspects aren't as mature as we'd like them to be. One example is their organizational methodology, like how objects are organized in their dashboards inside the product. They're all on a flat list, which works if you've got five or 10 dashboards. However, it's insufficient when you're a large enterprise with multiple groups looking at the same dashboards. It isn't organized well."
"A customized visualization is lacking in this product."
"If I want to order columns, this feature is not there."
"The dashboards could give you more ability to fine tune the appearance. You get a great deal more control over how something looks in Power BI than you do in ThoughtSpot."
"In terms of features, I'd like to be able to pivot data - for example, going from rows to columns. It's not easy to do."
 

Pricing and Cost Advice

"The pricing of this product is meant for medium to large-scale enterprises."
"The cost of IBM Cognos it's more or less the same as most of the other solutions on the market. They're very competitive with the rest of the market and it is not the most expensive product."
"IBM Cognos price is on the higher side of the spectrum. However, with the features that it brings, such as correlation analysis, it's worth the money. They should look at the pricing more clearly because it's a little on the higher side."
"Pricing should be improved."
"IBM Cognos is priced reasonable. However, it is more expensive than Power BI and Tableau."
"It's more expensive than similar solutions like Tableau and Power BI."
"I don't know the exact cost, but I believe Cognos is quite expensive, especially when it comes to the support consultants and the procedures that need to be applied."
"It is pretty expensive."
"Compute and storage features should be sold separately."
"It's quite expensive and costs a lot to maintain, especially with licensing."
"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."
"It is a bit expensive, but really worth it, especially if you are already using other SAP tools."
"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."
"SAP pricing tends to be premium, so it is slightly higher."
"It's not that costly as such for the time being."
"Its pricing is okay as compared to its competitors."
"I give the pricing a six out of ten."
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Top Industries

By visitors reading reviews
Educational Organization
55%
Financial Services Firm
7%
Computer Software Company
4%
Government
4%
Educational Organization
25%
Manufacturing Company
13%
Computer Software Company
9%
Financial Services Firm
6%
Financial Services Firm
24%
Computer Software Company
11%
Manufacturing Company
10%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

Seeking lightweight open source BI software
It depends on the Data architecture and the complexity of your requirement. Some great tools in the market are Qlik ...
What do you like most about IBM Cognos?
The solution's most valuable feature is its ease of use, which makes it easily compatible with other tools.
What needs improvement with IBM Cognos?
I need improvements, particularly with the Framework Manager, which has an outdated user interface from older version...
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....
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 ...
What is your experience regarding pricing and costs for SAP Analytics Cloud?
The pricing model for SAP Analytics Cloud is quite competitive, but the cost for the planning functionality is high a...
What do you like most about ThoughtSpot?
It's easy to drill down or expand data to get more details right out of the box.
What is your experience regarding pricing and costs for ThoughtSpot?
I like the pricing structure. I get billed by how much data I put in, not how many people are looking at the data. It...
What needs improvement with ThoughtSpot?
We'd like more flexibility with the calendar as our fiscal year does not align with the calendar year. We have to loa...
 

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics
SAP BusinessObjects Cloud
No data available
 

Learn More

 

Overview

 

Sample Customers

More than 23,000 leading organizations across multiple industries use Cognos. Some examples of Cognos customers include BMW Financial Services, Quinte Health Care, Troy Corporation, Michigan State University, and GKN Land System.
Live Oak Bank
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about SAP Analytics Cloud vs. ThoughtSpot and other solutions. Updated: December 2024.
824,053 professionals have used our research since 2012.