Oracle Analytics Cloud vs Pentaho Business Analytics comparison

Oracle Analytics Cloud vs. Pentaho Business Analytics

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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 (16th)

Pentaho Business Analytics

Ranking in BI (Business Intelligence) Tools

20th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Cloud Operations Analytics (2nd), Reporting (16th)

Mindshare comparison

As of July 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.4%, down from 2.6% 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

"Oracle Analytics Cloud allowed us to deliver faster analytics and to have a self-secured, self-tuning, self-maintained platform."

"The product is easily customized."

"The technical support services are good."

"Using this tool, we were able to forget about using Excel and keep using it as the only source of data."

"Analytics Cloud allows you to merge various data types and structure data from multiple sources."

"Oracle Analytics Cloud is more refined compared to the on-premises version of OBIEE."

"I've discovered that the new layout of this product makes Docker sharing, machine learning support, and data backups more efficient. Unlike the older method of linking physical, pre-logical, and presentation layers separately, the new interface simplifies this process. Additionally, the integration of databases and machine learning is seamless, with the new visualization approach being particularly beautiful and highly beneficial."

"Technical support is very fast and accurate."

More Oracle Analytics Cloud pros

"We can demonstrate a better report UI and vivid experience for our customers."

"Pentaho Business Analytics tool provides ETL and easy creation of Analyser, interactive and attractive dashboards."

"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."

"Pentaho is an analytics platform that can be used when an organization has a lot of big data storage systems already installed and needs to manage and analyze that data. It has a specific use case for unstructured data, such as documents, and needs to be able to search and analyze it."

"The interface of Pentaho Business Analytics is easy to use and does not require high-level skills to operate the tool."

"Pentaho Business Analytics platform overall is an outstanding product that offers great cost saving solutions for companies of all sizes."

"It has provided the ability to successfully integrate many different systems into one big data warehouse."

"Easy to use components to create the job."

More Pentaho Business Analytics pros

Cons

"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."

"It is less scalable than Snowflake."

"When we have, for example, a table with low performance, we have several issues with drawing some graphics in the Oracle cloud."

"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."

"Its FAW feature has limitations in terms of usage."

"This solution could be more adaptable in its application."

"The learning curve should be improved, and I'm uncertain if tutorials are readily available or easily accessible. We may have resorted to looking on YouTube for such information. Having easily understandable documents or guides for new users would be beneficial. AI integration would be an interesting feature to add in the next release."

"Enterprise customers shy away from purchasing Oracle Analytics Cloud and prefer competing solutions from Tableau and Microsoft."

More Oracle Analytics Cloud cons

"Version control would be a good addition."

"Pentaho Business Analytics is not a good tool for visualization. Another concern is that Pentaho is not customizable or interactive."

"There are too many bugs in our version."

"Customer Service: 3 (out of 5 scale) Technical Support: 3 (out of 5 scale)"

"Pentaho Business Analytics is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical skills."

"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."

"Customer Service: A 3/5. The support is prompt and timely, but there have been some technical limitations sometimes."

"The repository should be improved."

More Pentaho Business Analytics cons

Pricing and Cost Advice

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

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

"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."

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

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

"It is an expensive platform."

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

"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

"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."

"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

10%

Government

10%

Manufacturing Company

Construction Company

13%

Financial Services Firm

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...

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...

What needs improvement with Oracle Analytics Cloud?

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?

Oracle OBIEE vs Oracle Analytics Cloud

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Product Reports

Oracle Analytics Cloud

Download Oracle Analytics Cloud product report

Pentaho Business Analytics

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.

Oracle Analytics Cloud vs. Pentaho Business Analytics