Oracle Analytics Cloud vs Pentaho Business Analytics comparison

Oracle and Hitachi Vantara are both solutions in the BI (Business Intelligence) Tools category. Oracle is ranked #14 with an average rating of 8.0, while Hitachi Vantara is ranked #19 with an average rating of 8.5. Oracle holds a 1.4% mindshare in BIT, compared to Hitachi Vantara’s 1.0% mindshare. Additionally, 77% of Oracle users are willing to recommend the solution, compared to 87% of Hitachi Vantara users who would recommend it.

Oracle Analytics Cloud

Read 28 Oracle Analytics Cloud reviews

4,728 Views
3,215 Comparison Views

77% willing to recommend

Pentaho Business Analytics

Read 45 Pentaho Business Analytics reviews

3,719 Views
2,008 Comparison Views

87% willing to recommend

Oracle Analytics Cloud

Pentaho Business Analytics

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Executive SummaryUpdated on Jan 1, 2025

Pentaho Business Analytics and Oracle Analytics Cloud are significant players in the analytics solutions category. Oracle Analytics Cloud may have the upper hand due to its advanced data visualization and machine learning integrations, appealing to users who prioritize innovative insight tools.

Features: Pentaho Business Analytics offers robust ETL capabilities with Pentaho Data Integration, extensive support for multiple reporting tools, and a highly customizable platform via community-driven plugins. Oracle Analytics Cloud provides advanced data visualization, seamless machine learning integration, and strong mobility support, coupled with user-friendly drag-and-drop features.

Room for Improvement: Pentaho Business Analytics needs enhancement in dashboard maintenance and UI design, particularly for self-service BI users. Improvements are also suggested in Java-related functionalities. Oracle Analytics Cloud can improve its visualization offerings, metadata management, and cost-effectiveness, with specific pricing models being a point of contention for some users.

Ease of Deployment and Customer Service: Pentaho focuses on on-premises deployment supported by a vibrant open-source community, although official support varies. The community edition offers cost benefits. Oracle's cloud-based deployment strategy provides flexibility with hybrid and private cloud options while structured support garners mixed user reviews based on service experience.

Pricing and ROI: Pentaho Business Analytics has a free community edition that cuts down on licensing costs, although the Enterprise Edition is seen as expensive by some users. Oracle Analytics Cloud demands higher costs but is commended for scalability and feature comprehensiveness. Despite being less cost-competitive than Tableau and Power BI, users acknowledge long-term benefits in efficiency and adaptability.

To learn more, read our detailed Oracle Analytics Cloud vs. Pentaho Business Analytics Report (Updated: April 2026).

Buyer's Guide

Oracle Analytics Cloud vs. Pentaho Business Analytics

April 2026

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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

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

Ranking in other categories

Cloud Operations Analytics (2nd), Reporting (14th)

Mindshare comparison

As of May 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.4%, down from 2.4% compared to the previous year. The mindshare of Pentaho Business Analytics is 1.0%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Oracle Analytics Cloud	1.4%
Pentaho Business Analytics	1.0%
Other	97.6%

BI (Business Intelligence) Tools

Featured Reviews

DavidMalizia

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.

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Julien Baluka

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.

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Quotes from Members

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

Pros

"The most valuable features of the solution are dashboarding and data visualization."

"We use Analytics because we have a model for it which can be easily customized, and implementation time can be reduced because of this."

"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."

"The scalability is acknowledged as pretty good, although my evaluation is limited because I used the tool for a short period."

"Mobility is the most valuable feature for us, as all employees can access it from anywhere, which is a big advantage for us."

"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."

"The advanced calculations by the tool are highly effective"

More Oracle Analytics Cloud pros

"We were able to install it without any assistance from tech support."

"It's easily understandable."

"Making business decision easily and efficient by simplifying the Performance Management of each business units on timely basis."

"I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced."

"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."

"I have a couple of great customers in my country and they are very satisfied because they have increased productivity and lowered costs."

"For decision purposes, it serves the information to managers so they can make proper decisions using the data."

"Pentaho reports have enabled our client and their users to take calculated and informed tactical decisions."

More Pentaho Business Analytics pros

Cons

"When you implement the product on a small scale, it doesn't generate any ROI."

"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."

"At this time, dataflows cannot be shared, but I think that this should be enhanced."

"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."

"Sharing dataflows is not possible at this time, and the custom chart functionality is not available."

"The solution could be more flexible."

"As with most BI tools, the visualizations can be made much nicer."

"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."

More Oracle Analytics Cloud cons

"The repository should be improved."

"There are too many bugs in our version."

"Logging capability is needed."

"Pentaho Business Analytics' user interface is outdated."

"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."

"It's still not user friendly or robust enough for our needs."

"The tool is very good, and yet it has some problems as it relies heavily on Java."

"In the reporting tool, I would like to see what code it generates. As of now, there is no provision to see the underlying code of the PRD file."

More Pentaho Business Analytics cons

Pricing and Cost Advice

"The tool's pricing is not unreasonable or non-competitive."

"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."

"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."

"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."

"I would rate it a five out of five in terms of the value received for the price charge."

"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."

"The product’s pricing is expensive. However, feature-wise, it fits the requirements of enterprise customers."

"We pay on a monthly basis and it is $10 per user each month."

More Oracle Analytics Cloud pricing and cost advice

"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

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…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

10%

Government

10%

Manufacturing Company

University

Financial Services Firm

12%

Construction Company

12%

Comms Service Provider

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	7
Large Enterprise	11

By reviewers
Company Size	Count
Small Business	22
Midsize Enterprise	7
Large Enterprise	15

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...

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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...

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What needs improvement with Oracle Analytics Cloud?

See all answers

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...

See all answers

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...

See all answers

What needs improvement with Pentaho Business Analytics?

See all answers

Comparisons

Oracle OBIEE vs Oracle Analytics Cloud

Compared 8% of the time

SAP BusinessObjects Business Intelligence vs Oracle Analytics Cloud

Compared 7% of the time

Tableau Enterprise vs Oracle Analytics Cloud

Compared 7% of the time

Microsoft Power BI vs Oracle Analytics Cloud

Compared 6% of the time

SAP Business Data Cloud vs Oracle Analytics Cloud

Compared 5% of the time

More Oracle Analytics Cloud Competitors

Tableau Enterprise vs Pentaho Business Analytics

Compared 11% of the time

Microsoft Power BI vs Pentaho Business Analytics

Compared 7% of the time

KNIME Business Hub vs Pentaho Business Analytics

Compared 6% of the time

Knowage vs Pentaho Business Analytics

Compared 6% of the time

icCube vs Pentaho Business Analytics

Compared 5% of the time

More Pentaho Business Analytics Competitors

Product Reports

Buyer's Guide

Oracle Analytics Cloud

May 2026

Download Oracle Analytics Cloud product report

Buyer's Guide

Pentaho Business Analytics

May 2026

Download Pentaho Business Analytics product report

Also Known As

Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV

Pentaho, Kettle, Hitachi Pentaho Business Analytics

Overview

Oracle Analytics Cloud offers enterprise-grade dashboarding, visualization, and data integration with machine learning and NLP capabilities. Its cloud infrastructure supports data preparation, predictive analysis, and business analytics, enhancing decision-making for global users.

Oracle Analytics Cloud excels in providing a comprehensive platform for financial, procurement, and HR analytics. It integrates seamlessly with systems like ERP and Primavera, allowing users to develop dashboards for financial status, personal data management, and predictive sales analysis. Known for its ease of use and capacity to handle large data volumes, it supports enterprise-level transactions across financials and logistics, offering stakeholders valuable insights. However, improvements are needed in visualization variety, cost efficiency, and performance speed. Certain areas such as connectors, data modeling features, flexibility, and support resources require enhancement.

What are the most significant features of Oracle Analytics Cloud?

Enterprise-Grade Dashboarding: Offers robust visualization and reporting capabilities.
Data Visualization: Provides intuitive visual tools for data analysis.
Data Integration: Seamlessly connects with ERP, Primavera, and other systems.
Machine Learning: Incorporates ML for smarter analytics and predictions.
Natural Language Processing: Simplifies search and data queries with NLP.
Automatic Dashboards: Generates dashboards through the Explain function.

What are the key benefits and ROI of choosing Oracle Analytics Cloud?

Ease of Use: User-friendly interface simplifies data analysis for teams.
Scalability: Handles large data volumes and grows with business needs.
Fast Performance: Quickly processes and analyzes data to aid decision-making.
Secure Business Analytics: Offers secure data preparation and analysis.

In industries like finance, procurement, and HR analytics, Oracle Analytics Cloud supports decision-making by integrating with existing systems such as ERP and Primavera. Users create dashboards for assessing financial status and predicting sales, aiding business intelligence and enterprise transactions, especially in financials and logistics.

Oracle

Pentaho Business Analytics, recognized for its powerful ETL capabilities, delivers robust data management and analytics. Its adaptable interface and custom plugins enable effective data transformations, appealing to enterprises seeking efficient data handling and integration.

Pentaho Business Analytics offers a comprehensive suite for data warehousing, ETL processes, and business intelligence. Known for integrating and analyzing data from multiple systems, it supports industries like marketing, automotive, telecom, and insurance. Despite critiques on its interface and Java reliance, its ability to manage both small and complex data loads makes it a cost-effective choice.

What are the key features of Pentaho Business Analytics?

Pentaho Data Integration: Delivers powerful ETL capabilities for seamless data transformations and connectivity.
Custom Plugins: Supports adaptability with diverse data transformation and integration options.
Dashboard Integration: Facilitates effective visualizations and dashboard creation.

What benefits can be expected from Pentaho Business Analytics?

Cost-Effective: Suitable for enterprises handling complex data loads.
Community Support: Driven by an active user community for better troubleshooting.

Pentaho Business Analytics finds application in sectors requiring extensive data storage and management like telecom and insurance. Companies utilize its capabilities for creating ETL pipelines, managing data flows, and enabling data-driven decision-making.

Hitachi Vantara

Sample Customers

Sejong Hospital

Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.

Buyer's Guide

Oracle Analytics Cloud vs. Pentaho Business Analytics

April 2026

Free Report: Oracle Analytics Cloud vs. Pentaho Business Analytics

Find out what your peers are saying about Oracle Analytics Cloud vs. Pentaho Business Analytics and other solutions. Updated: April 2026.

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