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Oracle Analytics Cloud vs Posit 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)
Posit
Ranking in BI (Business Intelligence) Tools
16th
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
9
Ranking in other categories
No ranking in other categories
 

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 Posit is 0.7%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Oracle Analytics Cloud1.4%
Posit0.7%
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.
MK
Data Engineer at Bayer
Unified analytics has transformed collaborative drug research and clinical reporting workflows
Posit can be improved as they are constantly listening to our feedback; currently, we have Databricks and Snowflake support, and we have been trying to ask for more in the LLM space, as previously only Anthropic and GitHub were available, and now we see AWS Bedrock has been added. They continue to engage with the user community across multiple customers and keep adding features. If they keep progressing in this innovation space, it would be fantastic for a company Posit to adopt more Posit. An improvement needed for Posit that I haven't mentioned yet is possibly providing more user-level training for vendors such as us; not just monthly, but at least quarterly deep dives into their features would be beneficial.

Quotes from Members

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

Pros

"The scalability is acknowledged as pretty good, although my evaluation is limited because I used the tool for a short period."
"It plays a crucial role in facilitating decision-making for various organizational stakeholders."
"This solution is not that well known by clients but is a great product to use."
"We use Analytics because we have a model for it which can be easily customized, and implementation time can be reduced because of this."
"The technical support services are good."
"The solution can scale."
"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."
"I have found that the scalability quality of Oracle Analytics Cloud works extremely well."
"Posit has positively impacted my organization by definitely increasing the productivity of data scientists, saving a lot of time, and moving all biostatisticians and data scientists from their desktop to the cloud, which helps scale their work and collaborate to achieve better results for the company overall."
"I have seen a return on investment because Posit is the standard in the field for coding in R and deploying applications like Shiny apps, so a lot of time is saved with a very quality product."
"I have found Posit’s integration with R, such as the autocomplete feature and the help panel, to be invaluable."
"Posit has positively impacted my organization, which is actually a customer I support."
"Posit has significantly increased the productivity of our team by allowing us to incorporate AI tools and other computational tools to reduce the stress and workload of scientists so that they can continue to do science without having to worry about organization and structure."
"Overall, I think Posit is a stable product."
"I would say instead of a cost savings, Posit has provided revenue generation."
"The most valuable feature of Posit is that it allows users to host different models in one place, making it easy to share with colleagues and teammates."
 

Cons

"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 in."
"This product does not support custom charts in the visualization."
"The product should be improved in terms of connectors; right now the top twenty connectors are available, but OneDrive and Teradata are missing."
"However, the cloud tool does not have as many features as the Oracle BI Developer Client Tool, which is closest to the OBIEE Administration Tool with full feature data modeling, metadata development, and so forth."
"As with most BI tools, the visualizations can be made much nicer. Currently, it has standard visualizations. They've been adding new visualizations, but we see animated visualizations from other vendors. It would be nice to have similar visualizations, such as the swarming visualizations, which are fairly new and very popular at the moment. I haven't seen that with Oracle. That would be nice."
"The solution could be more flexible."
"The solution could be more flexible."
"An improvement needed for Posit that I haven't mentioned yet is possibly providing more user-level training for vendors such as us; not just monthly, but at least quarterly deep dives into their features would be beneficial."
"I would like to see improvements in SSH capabilities."
"Customer support for Posit is responsive but sometimes slow. I encounter delays when quick responses are needed for urgent issues."
"Posit lacks a smooth solution for the build and release pipeline, requiring duplicate effort for production transitions."
"Posit has its Jupyter Notebook-based interface, which can be improved significantly."
"Posit works well for our use cases, but a few areas could be improved."
"Posit could have better integrations with a couple of components."
"One of the downsides of using Posit Connect was the need for licenses for each individual user."
 

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."
"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."
"The product’s pricing is expensive. However, feature-wise, it fits the requirements of enterprise customers."
"A highly cost-effective solution"
"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."
"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."
"It is an expensive platform."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
10%
Government
10%
Manufacturing Company
9%
Construction Company
6%
Financial Services Firm
10%
University
9%
Manufacturing Company
9%
Comms Service Provider
8%
 

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 Business1
Midsize Enterprise1
Large Enterprise9
 

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...
What is your primary use case for Posit?
My main use case for Posit is data science workflows, automation, and using it for model building and data exploration. A specific example of how I use Posit for model building and automation in my...
What is your experience regarding pricing and costs for Posit?
My experience with pricing, setup cost, and licensing is a fairly good experience. Posit does seating based in batches, so for example, you could purchase ten seats, fifteen seats, or twenty seats....
What needs improvement with Posit?
Posit could have better integrations with a couple of components. Posit has an integration with Snowflake, but an integration with Redshift and a better integration with Databricks would be very he...
 

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
Information Not Available
Find out what your peers are saying about Oracle Analytics Cloud vs. Posit and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.