Druid vs Oracle Database In-Memory comparison

Apache and Oracle are both solutions in the Embedded Database category. Apache is ranked #6 with an average rating of 9.0, while Oracle is ranked #2 with an average rating of 8.9. Apache holds a 3.6% mindshare in EDS, compared to Oracle’s 10.1% mindshare. Additionally, 100% of Apache users are willing to recommend the solution, compared to 100% of Oracle users who would recommend it.

Druid

Read 1 Druid review

381 Views
381 Comparison Views

100% willing to recommend

Oracle Database In-Memory

Read 32 Oracle Database In-Memory reviews

1,245 Views
548 Comparison Views

100% willing to recommend

Druid

Oracle Database In-Memory

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Druid and Oracle Database In-Memory based on real PeerSpot user reviews.

Find out what your peers are saying about SQLite, Oracle, SAP and others in Embedded Database.

To learn more, read our detailed Embedded Database Report (Updated: September 2025).

Buyer's Guide

Embedded Database

September 2025

Download the complete report

Helped 868,706 peers since 2012

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

Ranking in other categories

No ranking in other categories

Oracle Database In-Memory

Ranking in Embedded Database

2nd

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Relational Databases Tools (9th)

Mindshare comparison

As of October 2025, in the Embedded Database category, the mindshare of Druid is 3.6%, down from 4.2% compared to the previous year. The mindshare of Oracle Database In-Memory is 10.1%, down from 11.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Embedded Database Market Share Distribution
Product	Market Share (%)
Oracle Database In-Memory	10.1%
Druid	3.6%
Other	86.3%

Embedded Database

Featured Reviews

Kemal Duman

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…

Read full review

Laksiri Bala

DB Architect / Consultant at Virtusa Global

Faster processing and improved memory operations have enhanced transaction and analytics efficiency

The valuable features of Oracle Database In-Memory 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.

Read full review

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."

"The scalability of the solution is very good. It's able to support large amounts of data."

"It efficiently handles low-code data and supports read-and-write operations for clustering."

"The application development is very user-friendly."

"It accelerates query processing, which in turn speeds up operations and streamlines workflow, and ultimately enhancing productivity."

"I like Oracle because it is a backward-compatible solution."

"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."

"The most valuable aspects of this solution are the fast caching and improved performance to the database"

"The solution is very fast."

More Oracle Database In-Memory pros

Cons

"We face challenges with Druid in merging two or more data sources."

"Technical support is below our expectations currently. It could be improved."

"Oracle Database In-Memory could improve by better supporting generative AI challenges, such as hallucination management."

"Lacks sufficient integration with other tools."

"The product could be more economical."

"We often have to find solutions on our own through the support site, so there's room for improvement in this regard."

"The solution is quite expensive."

"The high cost of the product is an area of concern where improvements are required."

"They should lower the price. My customers think that it's too expensive."

More Oracle Database In-Memory cons

Pricing and Cost Advice

Information not available

"Oracle Database In-Memory is expensive."

"Database In-Memory is priced a bit higher than its competitors like Microsoft."

"The solution's pricing is high."

"I rate the pricing a zero out of ten because Database In-Memory is too costly."

"The product is expensive."

"The platform's licensing cost needs improvement."

"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 pricing is pretty good so I rate it an eight out of ten."

More Oracle Database In-Memory pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Embedded Database solutions are best for your needs.

See recommendations

868,706 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Financial Services Firm

20%

Computer Software Company

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	4
Large Enterprise	22

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.

See all answers

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...

See all answers

What is your primary use case for Druid?

See all answers

What do you like most about Oracle Database In-Memory?

We can integrate it with any data sources as well.

See all answers

What is your experience regarding pricing and costs for Oracle Database In-Memory?

The pricing for Oracle Database In-Memory is more affordable.

See all answers

What needs improvement with Oracle Database In-Memory?

I currently don't know how Oracle Database In-Memory has benefited my organization. We recently received this query from our high management to use this In-Memory function, so we are currently in p...

See all answers

Comparisons

DuckDB vs Druid

Compared 69% of the time

More Druid Competitors

SAP HANA vs Oracle Database In-Memory

Compared 16% of the time

DuckDB vs Oracle Database In-Memory

Compared 13% of the time

SQL Server vs Oracle Database In-Memory

Compared 13% of the time

Progress OpenEdge RDBMS vs Oracle Database In-Memory

Compared 9% of the time

InterSystems Caché vs Oracle Database In-Memory

Compared 6% of the time

More Oracle Database In-Memory Competitors

Product Reports

Buyer's Guide

Embedded Database

September 2025

Download Druid product report

Buyer's Guide

Oracle Database In-Memory

September 2025

Download Oracle Database In-Memory product report

Overview

Druid is designed for workflows where fast ad-hoc analytics, instant data visibility, or supporting high concurrency is important. As such, Druid is often used to power UIs where an interactive, consistent user experience is desired.

Apache

Oracle Database In-Memory transparently accelerates analytics by orders of magnitude while simultaneously speeding up mixed-workload OLTP. With Oracle Database In-Memory, users get immediate answers to business questions that previously took hours.

Oracle Database In-Memory delivers leading-edge in-memory performance without the need to restrict functionality, or accept compromises, complexity and risk. Deploying Oracle Database In-Memory with any existing Oracle Database compatible application is as easy as flipping a switch - no application changes are required. Oracle Database In-Memory is fully integrated with the Oracle Database’s renowned scale-up, scale-out, storage tiering, availability, and security technologies making it the most industrialstrength offering on the market.

The ability to easily perform real-time data analysis together with real-time transaction processing on all existing applications enables organizations to transform into Real-Time Enterprises that quickly make data-driven decisions, respond instantly to customer demands, and continuously optimize all key processes.

For more information on Oracle Database In-Memory, visit Oracle.com

Oracle

Sample Customers

Information Not Available

Shanghai Customs

Find out what your peers are saying about SQLite, Oracle, SAP and others in Embedded Database. Updated: September 2025.

DOWNLOAD NOW

868,706 professionals have used our research since 2012.

See our list of best Embedded Database vendors.

We monitor all Embedded Database reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.