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Oracle Analytics Cloud vs Pentaho Business Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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

Oracle Analytics Cloud
Ranking in BI (Business Intelligence) Tools
13th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
28
Ranking in other categories
Data Visualization (10th)
Pentaho Business Analytics
Ranking in BI (Business Intelligence) Tools
20th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
45
Ranking in other categories
Cloud Operations Analytics (2nd), Reporting (14th)
 

Mindshare comparison

As of April 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.2%, down from 2.3% compared to the previous year. The mindshare of Pentaho Business Analytics is 0.7%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Oracle Analytics Cloud1.2%
Pentaho Business Analytics0.7%
Other98.1%
BI (Business Intelligence) Tools
 

Featured Reviews

DavidMalizia - PeerSpot reviewer
Head Of Data And Ai at a tech services company with 11-50 employees
Data projects have grown rapidly and support complex analytics and quick dashboard delivery
Some things that could be improved in Oracle Analytics Cloud is definitely the way it works. In some cases, for example, if you want to create analytic functions such as the percentage of a measure over another, which is a straightforward question you might ask, it appears simple to do, but the result is not what you expect. I would make it more user-friendly in terms of creating new measures. The measure creation feature could be improved. In terms of functionality, there are not many functions that are completely missing. There is one aspect that if you compare it with Power BI from Microsoft, which works completely in memory and therefore puts everything in memory to allow many calculations on the fly on what is in memory, that is missing, but it is architecturally different and would not be possible to ask for something like that. Some time features and time series analysis functions could be improved. Calculating a year ago and previous period functions could definitely work with some improvement.
JB
Founder at SJT Consult
Solution enables effective ETL processes and exhibits high satisfaction
From an integration perspective, Pentaho Business Analytics is not the best tool on the market. There are things done by Apache that are better, though I am not the one implementing them, so this is based on what I have heard about novelties in the market. I do not see the need to extend the coverage of Pentaho Business Analytics's domain. For things that it does not do, there are better solutions on the market, and it would be costly to implement them. Pentaho Business Analytics is a very great tool for very specific standardized scenarios. If you need more complex elastic solutions because the process is different, there are better tools available.

Quotes from Members

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

Pros

"This solution is not that well known by clients but is a great product to use."
"The specific capability I find important in Oracle Analytics Cloud is that it allows the basic user to easily drag and drop data."
"The specific capability I find important in Oracle Analytics Cloud is that it allows the basic user to easily drag and drop data. I also like that the solution allows the user to decide what to measure and what to see in the reports."
"The AI/ML enablement is useful, as many reporting tools do not offer machine learning models as of now, without writing customized code."
"It's rather user-friendly."
"The product is able to compare with other tools on the market; it has everything you need, everything you can find in other tools such as Tableau and Power BI, and additionally, it has history, so you get a robust solution with support."
"The product is able to compare with other tools on the market; it has everything you need, everything you can find in other tools such as Tableau and Power BI, and additionally, it has history, so you get a robust solution with support."
"We use Analytics because we have a model for it which can be easily customized, and implementation time can be reduced because of this."
"Pentaho is so easy to start using and gives results with so little effort that it is almost impossible to use something else."
"It's easily understandable."
"We can demonstrate a better report UI and vivid experience for our customers."
"I'm working on poverty alleviation in Indonesia; this tool has improved the ability to make good decisions for policy makers."
"When I have a customer that wants to have a real ETL tool in a standardized way with a real code written product, it is the cheapest."
"I use Pentaho everyday in my company, creating new BI environments for my customers."
"We wanted a tool where by using it we could integrate multiple data sets, and could get responsive reports and Pentaho helped us do this in a good way."
"It has provided the ability to successfully integrate many different systems into one big data warehouse."
 

Cons

"Oracle Analytics Cloud is lacking in charts. They should add more charts to it."
"When you want to scale up and improve the computing power, it becomes extremely costly."
"Its machine learning and visualization capabilities can be improved. There should be more visualization options."
"One of the major issues is that Oracle Analytics Cloud is not user-friendly, requiring skilled people with proper certifications to work with it successfully."
"The implementation of generative AI and machine learning should improve"
"I looked at the predictive analytics feature in Oracle Analytics Cloud, but I used it very little because, everything considered, it does not add very much."
"The product should improve its user interface. It should be welcoming and modern. Developers should also find it easier to build data models. Oracle Analytics Cloud needs to have better visualizations and more options in the marketplace."
"Analytics Cloud allows you to merge various data types and structure data from multiple sources."
"Debugging and logging needs to improve. Not all the time debugging gives the accurate picture of what is going wrong with the jobs or transformations."
"The tool is very good, and yet it has some problems as it relies heavily on Java."
"A lot of time jobs get stuck, causing them to lock out and fail to run, until we kill them."
"There are too many bugs in our version."
"For those that run the open source community edition at times it can be difficult to find updated references for support."
"It was complex to set-up."
"The repository should be improved."
"I would like to see self-service analysis and front-end tools."
 

Pricing and Cost Advice

"A highly cost-effective solution"
"It is an expensive platform."
"Oracle Analytics Cloud's pricing is generally higher than that of other vendors."
"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."
"I don't know the exact cost, but its pricing was good. Its pricing was competitive. I would rate it a three out of five in terms of pricing."
"We pay on a monthly basis and it is $10 per user each month."
"The product’s pricing is expensive. However, feature-wise, it fits the requirements of enterprise customers."
"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."
"Pentaho is expensive ."
"Free and commercial versions are available."
"We were lucky enough to find a Pentaho OEM partner who offered a data warehouse model and the ETL software for about 60K SGD per year."
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Comparison Review

it_user6978 - PeerSpot reviewer
Co-Founder at Helical IT Solution (Jaspersoft, Pentaho, Talend, Kettle, DWBI, ETL, Ctools, iReport, Jasper Report)
Jun 10, 2013
Jaspersoft vs. Pentaho – Which one to use & is there any need to purchase the commercial edition
Any company (be it technology, manfucaturing, human resource, ecommerce, SME etc) always has the need for Business Intelligence to some or the other extent. If cost is one of the consideration factor, then the 2 BI tools which are at the forefront are Pentaho and Jaspersoft. But, often the same…
 

Top Industries

By visitors reading reviews
Government
11%
Financial Services Firm
10%
Manufacturing Company
7%
Construction Company
6%
Financial Services Firm
13%
Construction Company
11%
Manufacturing Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise7
Large Enterprise11
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise7
Large Enterprise15
 

Questions from the Community

Which Oracle product is better - OBIEE or Analytics Cloud?
Oracle OBIEE is designed to be relatively easy to set up and has a helpful customer support staff at the ready to assist customers. These are two attributes that make this system quite valuable. OB...
What do you like most about Oracle Analytics Cloud?
The ability to quickly search for and access relevant data is crucial.
What is your experience regarding pricing and costs for Oracle Analytics Cloud?
Pricing for Oracle Analytics Cloud works with how much you want it to cost. We have clients who have bought large amounts of Oracle and the price per product has gone down massively because they bo...
Seeking lightweight open source BI software
There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...
What is your experience regarding pricing and costs for Pentaho Business Analytics?
Pentaho Business Analytics offers the best value for money. While improvements can be made in some areas, particularly with more cloud-based solutions, it is not in their domain because they do not...
What needs improvement with Pentaho Business Analytics?
From an integration perspective, Pentaho Business Analytics is not the best tool on the market. There are things done by Apache that are better, though I am not the one implementing them, so this i...
 

Also Known As

Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV
Pentaho, Kettle, Hitachi Pentaho Business Analytics
 

Overview

 

Sample Customers

Sejong Hospital
Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.
Find out what your peers are saying about Oracle Analytics Cloud vs. Pentaho Business Analytics and other solutions. Updated: March 2026.
885,789 professionals have used our research since 2012.