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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
14th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
28
Ranking in other categories
Data Visualization (11th)
Pentaho Business Analytics
Ranking in BI (Business Intelligence) Tools
19th
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 1.3%, down from 2.3% compared to the previous year. The mindshare of Pentaho Business Analytics is 0.8%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Oracle Analytics Cloud1.3%
Pentaho Business Analytics0.8%
Other97.9%
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

"It's really an enterprise solution. It has a dashboard, like standard dashboarding functionality. It also has reporting capabilities for producing pixel-perfect reports, bursting large volumes of a document if you need to. It has interactive data discovery functionality, which you would use to explore your data, bring your own data, and merge it with maybe the data from an enterprise data warehouse to get new insights from the pre-existing data. It has machine learning embedded in the solution. If you're new to machine learning, it's a really good way to get into it, because it's all within this platform, and it's really easy to use."
"Technical support is very fast and accurate."
"The ability to quickly search for and access relevant data is crucial."
"The product is easily customized."
"This is a stable and scalable solution."
"The solution is user-friendly."
"Analytics Cloud allows you to merge various data types and structure data from multiple sources."
"The AI/ML enablement is useful, as many reporting tools do not offer machine learning models as of now, without writing customized code."
"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."
"Pentaho Business Analytics' best features include the ease of developing data flows and the wide range of options to connect to databases, including those on the cloud."
"Good for any size organization."
"Pentaho is based on industry standards to build scalable solutions and it is very simple to scale up, horizontally, and vertically."
"We were able to configure our data warehouse and implement more than eight data cubes in a very short period of time."
"With the launch of Pentaho the organization has aggregated information about the various functional areas and the ability to generate real-time analysis (OLAP) without the need of IT."
"I found Pentaho Data Integration the most valuable component since it is the most mature open-source ETL tool available."
"Helped us form great visualizations at practically no cost since we built end to end open source architecture."
 

Cons

"The product should be improved in terms of connectors; right now the top twenty connectors are available, but OneDrive and Teradata are missing."
"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 price of the solution could be lower."
"The migration of older dash tools from the classic interface of Oracle BI prior to OAS launch to the newer Data Visualization and Oracle Analytics Cloud interfaces, including dashboards and metadata, is currently a cumbersome process. Improvements in this area would be highly beneficial. Additionally, the administration of the cloud, particularly the startup of services and linking of the WebLogic server and integrated components, takes longer than desired. In today's enterprise landscape, waiting forty minutes for the server to be operational is quite lengthy; ideally, this process should take a maximum of four minutes. It would be excellent to incorporate metadata management as an integral part of the Oracle Analytics Cloud. When dealing with integrated data from various sources, tracking data lineage and the entire data life cycle, from sources to report development and the mapping of reports to specific dashboards, should be seamlessly managed within the Oracle Analytics Cloud. This would eliminate the need for additional tools. Drawing a comparison, tools like Tableau have a feature enabling metadata management, making it easier to trace the complete data lineage of reports. Managing over seven hundred and thirty-six business dashboards, the metadata management capability within Tableau simplified the process of understanding how reports were developed, including details like associated tables, users, linked views, materialized views, data segmentations, ETL jobs, and the data warehouse stages. Enhancing metadata tracking within the Oracle Analytics Cloud layout would facilitate easy and practical management of the complete data life cycle, encompassing user accessibility and report permissions."
"The product could benefit from increased flexibility compared to other vendors."
"The solution could be more flexible."
"The scalability has room for improvement."
"One area of improvement is associated with more connectors needing to be added such as Microsoft OneDrive, Teradata and a few others. I think the list is limited to the top ones now."
"We are a big telecoms company and we deal with a lot of data, approximately two million per day; it is too slow in rendering it."
"For those that run the open source community edition at times it can be difficult to find updated references for support."
"The presentation of data and reports. Pentaho have made a lot of improvements in the newer versions, but it's still an area of improvement when compared to other products in market."
"Pentaho, at the general level, should greatly improve the easy construction of its dashboards and easy integration of information from different sources without technical user intervention."
"Version control would be a good addition."
"It needs to improve scheduling for the integration aspect."
"A lot of time jobs get stuck, causing them to lock out and fail to run, until we kill them."
"Pentaho, at the general level, should greatly improve the easy construction of its dashboards and easy integration of information from different sources without technical user intervention."
 

Pricing and Cost Advice

"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."
"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."
"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."
"It is an expensive platform."
"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."
"Oracle Analytics Cloud's pricing is generally higher than that of other vendors."
"The product’s pricing is expensive. However, feature-wise, it fits the requirements of enterprise customers."
"A highly cost-effective solution"
"Free and commercial versions are available."
"Pentaho is expensive ."
"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
9%
Construction Company
5%
Financial Services Firm
13%
Construction Company
12%
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: April 2026.
890,027 professionals have used our research since 2012.