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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
6th
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
4th
Average Rating
8.8
Reviews Sentiment
7.1
Number of Reviews
33
Ranking in other categories
Relational Databases Tools (10th)
 

Mindshare comparison

As of March 2026, in the Embedded Database category, the mindshare of Druid is 4.5%, up from 3.5% compared to the previous year. The mindshare of Oracle Database In-Memory is 10.9%, up from 7.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Embedded Database Mindshare Distribution
ProductMindshare (%)
Oracle Database In-Memory10.9%
Druid4.5%
Other84.6%
Embedded Database
 

Featured Reviews

Kemal Duman - PeerSpot reviewer
Team Lead, Data Engineering at Nesine.com
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…
Hosney Osman - PeerSpot reviewer
Technical Solution Architect at Vodafone
Real-time analytics have transformed response times and support huge data volumes with compression
I do not have any comment related to the improvement of the solution; for sure, it needs improvement, but for my use cases, it is very sufficient, and I think for the biggest companies, it needs a very powerful infrastructure. The area where improvement is required the most in the product is the UI. The problem with the UI is that it is not complex for understanding, but it needs some training to know what each button does, how it works, and the many variables needed.

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."
"Oracle Database In-Memory is a suite of features that improves performance for real-time analytics and mixed workloads."
"The scalability of the solution is very good. It's able to support large amounts of data."
"I like Oracle because it is a backward-compatible solution."
"We use the tool for real-time data transfer for risk management purposes. In a trading system, conversions happen fast. We use the product to handle fast transactions with low latency."
"The on-premise version is stable. We have different teams and resources for the server side, for admin, and for development. We can easily take care of all the services and applications."
"We find the dashboard and the speed of data processing very valuable in Oracle Database In-Memory."
"I find the performance features of Oracle Database In-Memory to be most beneficial."
"The solution's most valuable feature is its performance optimization within our hardware environment."
 

Cons

"We face challenges with Druid in merging two or more data sources."
"The area where improvement is required the most in the product is the UI."
"The dashboard requires some refreshment or configuration improvements."
"The query optimization and backup features should be added."
"Oracle should include column store or advanced query optimization so a database can be optimized by enabling analytic queries to run faster."
"The solution should move to the new way of writing software code with AI that is intelligent and learns."
"They should improve the solution's scalability for large databases."
"Lacks sufficient integration with other tools."
"Oracle Database In-Memory is more expensive than Azure, and the support from the Oracle team is not very good, especially since they do not have a support team in our region."
 

Pricing and Cost Advice

Information not available
"Database In-Memory is priced a bit higher than its competitors like Microsoft."
"I rate the pricing a zero out of ten because Database In-Memory is too costly."
"The solution's pricing is high."
"It's quite costly and it comes with a fixed price."
"The product is expensive."
"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."
"The platform's licensing cost needs improvement."
"Oracle Database In-Memory is expensive."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
15%
Marketing Services Firm
9%
Comms Service Provider
8%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise23
 

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 needs improvement with Oracle Database In-Memory?
I do not have any comment related to the improvement of the solution; for sure, it needs improvement, but for my use cases, it is very sufficient, and I think for the biggest companies, it needs a ...
 

Overview

 

Sample Customers

Information Not Available
Shanghai Customs
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