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Druid vs Oracle Database In-Memory comparison

 

Comparison Buyer's Guide

Executive Summary

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

Druid
Ranking in Embedded Database
7th
Average Rating
9.0
Reviews Sentiment
7.6
Number of Reviews
1
Ranking in other categories
No ranking in other categories
Oracle Database In-Memory
Ranking in Embedded Database
3rd
Average Rating
8.8
Reviews Sentiment
7.9
Number of Reviews
31
Ranking in other categories
Relational Databases Tools (9th)
 

Mindshare comparison

As of April 2025, in the Embedded Database category, the mindshare of Druid is 3.3%, up from 2.2% compared to the previous year. The mindshare of Oracle Database In-Memory is 8.3%, down from 15.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Embedded Database
 

Featured Reviews

Kemal Duman - PeerSpot reviewer
Efficiently display real-time data with optimal time series analytics
The primary use case of Druid in our organization is to display data to business units and build real-time dashboards. We are utilizing Druid on a Kubernetes cluster to showcase time-based analytics and run real-time analytics using Key Vault. It is valued for its ability to efficiently show…
Laksiri Bala - PeerSpot reviewer
Faster processing and improved memory operations have enhanced transaction and analytics efficiency
The valuable features of Oracle Database In-Memory ( /products/oracle-database-in-memory-reviews ) include its capability to bypass disk storage for faster memory operations, which is critical for transactions and analytics. It also offers specific memory areas, like in-memory cache, that act as intermediaries between disk and buffer cache. This feature helps organizations handle real-time memory requirements effectively.

Quotes from Members

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

Pros

"Druid facilitates displaying real-time or near real-time data and time-based analytics to business units."
"Security is the most valuable feature."
"It accelerates query processing, which in turn speeds up operations and streamlines workflow, and ultimately enhancing productivity."
"The solution's most valuable feature is its performance optimization within our hardware environment."
"The solution's ROI is excellent."
"Oracle Database In-Memory is a suite of features that improves performance for real-time analytics and mixed workloads."
"The most valuable feature is that Database-In-Memory is more consistent and faster than traditional databases as it requires fewer CPUs to process instructions."
"I like Oracle because it is a backward-compatible solution."
"The solution is very fast."
 

Cons

"We face challenges with Druid in merging two or more data sources."
"They should improve the solution's scalability for large databases."
"We often have to find solutions on our own through the support site, so there's room for improvement in this regard."
"It would be good if Oracle could reduce downtime when transferring from non-In-Memory to In-Memory."
"The product could benefit from enhancements in its graphical user interface."
"The platform’s pricing needs improvement."
"The dashboard requires some refreshment or configuration improvements."
"The high cost of the product is an area of concern where improvements are required."
"The solution is quite expensive."
 

Pricing and Cost Advice

Information not available
"The platform's licensing cost needs improvement."
"Database In-Memory is priced a bit higher than its competitors like Microsoft."
"The pricing is pretty good so I rate it an eight out of ten."
"It's quite costly and it comes with a fixed price."
"There is a need to make a yearly payment towards the licensing costs, after which there is any to pay towards the support cost attached to the solution."
"Oracle Database In-Memory is expensive."
"The solution's pricing is high."
"The product is expensive."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
18%
Computer Software Company
12%
Manufacturing Company
8%
Government
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Druid?
Druid is free for us as we use the open-source version.
What needs improvement with Druid?
We face challenges with Druid in merging two or more data sources. Merging or joining should be done in a more practical manner, facilitating easier combination of both real-time and batch data sou...
What is your primary use case for Druid?
The primary use case of Druid in our organization is to display data to business units and build real-time dashboards. We are utilizing Druid on a Kubernetes cluster to showcase time-based analytic...
What do you like most about Oracle Database In-Memory?
We can integrate it with any data sources as well.
What is your experience regarding pricing and costs for Oracle Database In-Memory?
Oracle Database In-Memory is very expensive. Additionally, there are extra costs for some features.
What needs improvement with Oracle Database In-Memory?
The dashboard requires some refreshment or configuration improvements. Also, the pricing could be addressed.
 

Overview

 

Sample Customers

Information Not Available
Shanghai Customs
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