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Oracle Analytics Cloud vs Yellowfin comparison

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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
18th
Ranking in Data Visualization
15th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
28
Ranking in other categories
No ranking in other categories
Yellowfin
Ranking in BI (Business Intelligence) Tools
35th
Ranking in Data Visualization
22nd
Average Rating
8.0
Reviews Sentiment
7.5
Number of Reviews
2
Ranking in other categories
Reporting (24th), Embedded BI (16th)
 

Mindshare comparison

As of October 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.5%, down from 2.0% compared to the previous year. The mindshare of Yellowfin is 1.1%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Oracle Analytics Cloud1.5%
Yellowfin1.1%
Other97.4%
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.
AC
‎IS Executive at SAINS
It is a central source of up-to-date data and information, but needs more charting capabilities
Management information Reporting Statistics Data analysis It reduces sending copies of different report/spreadsheet versions over email, which makes it difficult to access the right report. It is also able to create information dashboards for various users' throughout.  All management…

Quotes from Members

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

Pros

"The AI/ML enablement is useful, as many reporting tools do not offer machine learning models as of now, without writing customized code."
"The solution can scale."
"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 scalability is acknowledged as pretty good, although my evaluation is limited because I used the tool for a short period."
"Analytics Cloud allows you to merge various data types and structure data from multiple sources."
"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 great for consolidation and creating one source of truth."
"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."
"It is able to create information dashboards for various users' throughout."
"It reduces time to reproduce reports, provides easy access to organisational data, and has the ability to generate a wide range of reports and analysis."
"It is a central source of up-to-date data and information."
"Yellowfin doesn’t try to do everything – it is a BI presentation and communication tool, and it does it brilliantly."
 

Cons

"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."
"The implementation of generative AI and machine learning should improve"
"Its FAW feature has limitations in terms of usage."
"At this time, dataflows cannot be shared, but I think that this should be enhanced."
"The interfaces could be improved and some in-memory operations could be built into Oracle Analytics."
"It should simplify data connectivity and modeling, making data extraction more streamlined and adaptable for diverse use cases."
"This product does not support custom charts in the visualization."
"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."
"It needs more presentation/charting capabilities and integration with GIS."
"The first release was a bit buggy, but they seem to have gotten on top of that very quickly."
 

Pricing and Cost Advice

"I would rate it a five out of five in terms of the value received for the price charge."
"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."
"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."
"The tool's pricing is not unreasonable or non-competitive."
"It is an expensive platform."
"A highly cost-effective solution"
"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
9%
Government
9%
Construction Company
8%
University
8%
Construction Company
18%
Educational Organization
10%
Manufacturing Company
8%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise7
Large Enterprise11
No data available
 

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?
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...
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Also Known As

Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV
No data available
 

Overview

 

Sample Customers

Sejong Hospital
NCS, Universitat Konstanz, AT&T, PG&E, SingTel, InternetStores
Find out what your peers are saying about Oracle Analytics Cloud vs. Yellowfin and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.