Oracle Analytics Cloud vs Pentaho Business Analytics comparison

Why PeerSpot?

Oracle and Hitachi Vantara are both solutions in the BI (Business Intelligence) Tools category. Oracle is ranked #18 with an average rating of 8.0, while Hitachi Vantara is ranked #19 with an average rating of 8.5. Oracle holds a 1.5% mindshare in BIT, compared to Hitachi Vantara’s 1.2% 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

7,424 Views
5,197 Comparison Views

77% willing to recommend

Pentaho Business Analytics

Read 45 Pentaho Business Analytics reviews

6,683 Views
4,077 Comparison Views

87% willing to recommend

Oracle Analytics Cloud

Pentaho Business Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 8, 2026

Pentaho Business Analytics and Oracle Analytics Cloud are major competitors in the business analytics market. Oracle Analytics Cloud seems to have an edge with its advanced AI capabilities and strong data handling features, which are significant for enterprises focusing on such technologies.

Features: Pentaho Business Analytics is known for its efficient Pentaho Data Integration tool, which simplifies ETL processes, its open-source community-driven innovation via Marketplace plugins, and its scalable architecture that integrates well with multiple systems. Oracle Analytics Cloud stands out with its seamless machine learning integration, interactive dashboards, and robust data visualization capabilities.

Room for Improvement: Pentaho could enhance its interface and expand its out-of-the-box features while improving data exploration tools. Users find the transition from Community to Enterprise editions challenging due to feature differences. Oracle Analytics Cloud could improve its user interface by enhancing flexibility and simplifying complex functions, which are areas where competing tools like Power BI excel.

Ease of Deployment and Customer Service: Pentaho offers on-premises and private cloud deployments, supported by a strong community, especially for Community Edition users. Enterprise users receive more dedicated support. Oracle provides versatile deployment options, including cloud and hybrid, although its customer service requires high expertise for effective solution utilization, posing a steeper learning curve.

Pricing and ROI: Pentaho offers a cost-effective solution, with the Community Edition providing a low entry barrier. The Enterprise Edition is competitively priced with additional support. Oracle Analytics Cloud, although premium-priced, offers extensive features and scalability, which are attractive for larger enterprises. Both products have strong ROI potential, with Oracle catering more to extensive enterprise usage.

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

Buyer's Guide

Oracle Analytics Cloud vs. Pentaho Business Analytics

November 2026

Download the complete report

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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

18th

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Visualization (15th)

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 (15th)

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.5%, down from 1.7% compared to the previous year. The mindshare of Pentaho Business Analytics is 1.2%, 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	1.5%
Pentaho Business Analytics	1.2%
Other	97.3%

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

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

"It's rather user-friendly."

"The AI/ML enablement is useful, as many reporting tools do not offer machine learning models as of now, without writing customized code."

"Its scalability is really what makes it stand out; you can on the fly increase the processing capacity of your instance for as long as you need it and then bring it back to whatever minimum setting you had, all with no downtime, which is very impressive."

"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."

"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 stability of the product itself by virtue of the fact that it's a cloud product and Oracle is responsible for its hosting is valuable."

"The technical support services are good."

More Oracle Analytics Cloud pros

"I use Pentaho everyday in my company, creating new BI environments for my customers."

"Pentaho was used for data massaging in a system integration project and enabled seamless data movement from one system to another, with the biggest advantage being its support for a wide range of input and output formats."

"The ROI of this product is good, because in little time you can have the first’s outputs."

"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."

"Pentaho is based on industry standards to build scalable solutions and it is very simple to scale up, horizontally, and vertically."

"Powerful Analytics, Fast KPI Analysis"

"The most valuable feature of Pentaho is the Tableau report."

"Good for any size organization."

More Pentaho Business Analytics pros

Cons

"The pricing model in Microsoft is more straightforward. With Oracle, you have the data visualization and enterprise lines, and to put it simply, both appear as more expensive options for customers trying to get oriented in the segment."

"Oracle Analytics Cloud is lacking in charts. They should add more charts to it."

"The interfaces could be improved and some in-memory operations could be built into Oracle Analytics."

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

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

"The scalability has room for improvement."

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

"It should simplify data connectivity and modeling, making data extraction more streamlined and adaptable for diverse use cases."

More Oracle Analytics Cloud cons

"The repository should be improved."

"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 ad-hoc reporting needs to be improved."

"Technical Support: Less than average."

"It's not flexible for an enterprise database."

"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."

"Version control would be a good addition."

"It was complex to set-up."

More Pentaho Business Analytics cons

Pricing and Cost Advice

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

"Oracle Analytics Cloud's pricing is generally higher than that of other vendors."

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

"A highly cost-effective solution"

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

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

More Oracle Analytics Cloud pricing and cost advice

"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."

"Pentaho is expensive ."

"Free and commercial versions are available."

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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

Manufacturing Company

Government

Construction Company

Outsourcing Company

14%

Financial Services Firm

11%

Construction Company

11%

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

SAP Business Data Cloud vs Oracle Analytics Cloud

Compared 7% of the time

Zoho Analytics vs Oracle Analytics Cloud

Compared 6% of the time

Tableau Enterprise vs Oracle Analytics Cloud

Compared 6% of the time

Oracle OBIEE vs Oracle Analytics Cloud

Compared 5% of the time

TIBCO Spotfire vs Oracle Analytics Cloud

Compared 5% of the time

More Oracle Analytics Cloud Competitors

Tableau Enterprise vs Pentaho Business Analytics

Compared 10% of the time

Microsoft Power BI 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 4% of the time

MicroStrategy vs Pentaho Business Analytics

Compared 2% of the time

More Pentaho Business Analytics Competitors

Product Reports

Buyer's Guide

Oracle Analytics Cloud

October 2026

Download Oracle Analytics Cloud product report

Buyer's Guide

Pentaho Business Analytics

October 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

November 2026

Free Report: Oracle Analytics Cloud vs. Pentaho Business Analytics

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