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DuckDB vs Oracle Database In-Memory comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

DuckDB
Ranking in Embedded Database
6th
Average Rating
9.0
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
8.3
Number of Reviews
29
Ranking in other categories
Relational Databases Tools (8th)
 

Mindshare comparison

As of December 2024, in the Embedded Database category, the mindshare of DuckDB is 20.6%, up from 2.3% compared to the previous year. The mindshare of Oracle Database In-Memory is 26.2%, down from 37.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Embedded Database
 

Featured Reviews

AM
Highly efficient data processing, optimizes infrastructure, and offers good integrations
DuckDB is very fast. If we don't have enough memory, we can use swap. For instance, if we use a fast storage space, the system volume in Kubernetes could be a fast swap for DuckDB if we have memory limits. In our framework, DuckDB is five times faster than Spark in some cases. It has an extensive SQL dialect, many SQL Windows functions, and good integration with Polars. We can easily use SQL and Pandas framework in Python to process data.
Duy AnhMai - PeerSpot reviewer
Improved data processing speeds with enhanced security and processing efficiency
We use Oracle Database In-Memory to deploy applications for commercial purposes, store data securely, and ensure efficient data processing Oracle Database In-Memory has improved data storage and processing efficiency, which is crucial for handling large amounts of data in our products and…

Quotes from Members

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

Pros

"DuckDB is very fast."
"The scalability of the solution is very good. It's able to support large amounts of data."
"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 product offers high scalability."
"The most valuable aspects of this solution are the fast caching and improved performance to the database"
"The solution's ROI is excellent."
"We can integrate it with any data sources as well."
"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."
 

Cons

"Sometimes we have memory issues that cause job failures, which we don't fully understand why, but we can rerun the jobs without problems."
"Oracle should include column store or advanced query optimization so a database can be optimized by enabling analytic queries to run faster."
"We often have to find solutions on our own through the support site, so there's room for improvement in this regard."
"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."
"I would like Oracle Database In-Memory to include a data replication feature."
"We use some partitions in In-Memory. We have a very large table and a low dose. It is very expensive in data to load all of them into In-Memory. It takes up more memory slots in the server, as well as a lot of RAM. We use last partitions on the table. We always need to create a script and make a schedule that can load a last partition in In-Memory. Oracle doesn't have features to do this automatically. I would like them to allow us to load last partitions, as well as other table partitions, in In-Memory. I think a good feature would do that automatically, letting you see a table, load a large partition, and monitor loading memory. It's quite a good feature."
"The high cost of the product is an area of concern where improvements are required."
"Oracle Database In-Memory appliance-based solutions can be restrictive for some applications, as they may require more flexibility in the database design to be tuned and sized to the customer's needs."
"Lacks sufficient integration with other tools."
 

Pricing and Cost Advice

Information not available
"I rate the pricing a zero out of ten because Database In-Memory is too costly."
"It's quite costly and it comes with a fixed price."
"The solution's pricing is high."
"The pricing is pretty good so I rate it an eight out of ten."
"Oracle Database In-Memory 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."
"Database In-Memory is priced a bit higher than its competitors like Microsoft."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
19%
Computer Software Company
11%
Manufacturing Company
10%
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 DuckDB?
We use the open-source version of DuckDB and don't have costs associated with it. There is a company that provides commercial software, but we use the open-source library, not the services.
What needs improvement with DuckDB?
Sometimes we have memory issues that cause job failures, which we don't fully understand why, but we can rerun the jobs without problems. There were also problems with binary formats in the previou...
What is your primary use case for DuckDB?
We use the concept of a feature store. We need the engine, and we use Feast as our feature store framework to build our feature store. We use the DuckDB engine as a data engine, which helps us move...
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?
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.
 

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Overview

 

Sample Customers

Information Not Available
Shanghai Customs
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