Oracle Database In-Memory vs SingleStore comparison

The compared Oracle and SingleStore solutions aren't in the same category. Oracle is ranked #2 in EDS , with an average rating of 8.9, and holds a 10.1% mindshare in the category. SingleStore is ranked #12 in DS , with an average rating of 8.3, and holds a 2.7% mindshare. Additionally, 100% of Oracle users are willing to recommend the solution, compared to 100% of SingleStore users who would recommend it.

Oracle Database In-Memory

Read 32 Oracle Database In-Memory reviews

1,245 Views
548 Comparison Views

100% willing to recommend

SingleStore

Read 6 SingleStore reviews

2,197 Views
308 Comparison Views

100% willing to recommend

Oracle Database In-Memory

SingleStore

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Oracle Database In-Memory and SingleStore 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: October 2025).

Buyer's Guide

Embedded Database

October 2025

Download the complete report

Helped 869,952 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

Oracle Database In-Memory

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Embedded Database (2nd), Relational Databases Tools (9th)

SingleStore

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (12th), Vector Databases (15th)

Mindshare comparison

While both are Databases solutions, they serve different purposes. Oracle Database In-Memory is designed for Embedded Database and holds a mindshare of 10.1%, down 11.1% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 2.7% mindshare, up 1.1% since last year.

Embedded Database Market Share Distribution
Product	Market Share (%)
Oracle Database In-Memory	10.1%
SQLite	26.6%
Firebird SQL	20.5%
Other	42.8%

Embedded Database

Database as a Service (DBaaS) Market Share Distribution
Product	Market Share (%)
SingleStore	2.7%
Amazon RDS	19.1%
MongoDB Atlas	14.0%
Other	64.2%

Database as a Service (DBaaS)

Featured Reviews

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

Yasin Sarı

Senior Data Analyst at a comms service provider with 1,001-5,000 employees

High-speed data processing, seamless scalability, and excellent high availability making it an optimal choice for those prioritizing performance and efficiency in a database solution

There's a noteworthy consideration when it comes to collecting massive amounts of data. It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks. Attempting to use it for direct extraction, for instance, might lead to memory-related challenges. While MySQL version five might lack extensive SQL capabilities, SingleStore also has its constraints, requiring simpler SQL writing. This becomes evident when seeking advanced functionalities like window functions or JSON functions, where SingleStore doesn't offer an extensive toolkit, necessitating a more straightforward approach to SQL.

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

"I find the performance features of Oracle Database In-Memory to be most beneficial."

"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."

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

"The product offers high scalability."

"We can integrate it with any data sources as well."

"Oracle Database In-Memory is a suite of features that improves performance for real-time analytics and mixed workloads."

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

"We find the dashboard and the speed of data processing very valuable in Oracle Database In-Memory."

More Oracle Database In-Memory pros

"The paramount advantage is the exceptional speed."

"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."

"The product can automatically reinstall and reconfigure in case of a shutdown."

"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."

"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."

"It's a distributed relational database, so it does not have a single server, it has multiple servers. Its architecture itself is fast because it has multiple nodes to distribute the workload and process large amounts of data."

Cons

"Oracle should include column store or advanced query optimization so a database can be optimized by enabling analytic queries to run faster."

"The product could benefit from enhancements in its graphical user interface."

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

"I would like Oracle Database In-Memory to include a data replication feature."

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

"It would be good if Oracle could reduce downtime when transferring from non-In-Memory to In-Memory."

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

"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."

More Oracle Database In-Memory cons

"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."

"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."

"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."

"Having the ability to migrate servers using a single command would be extremely beneficial."

"We don't get good discounts in Pakistan."

"For new customers, it's very tough to start. Their documentation isn't organized, and there's no online training available. SingleStore is working on it, but that's a major drawback."

Pricing and Cost Advice

"The solution's pricing is high."

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

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

"The platform's licensing cost needs improvement."

"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."

"It's quite costly and it comes with a fixed price."

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

More Oracle Database In-Memory pricing and cost advice

"SingleStore is a bit expensive."

"Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."

"I would advise users to try the free 128GB version."

"The product's licensing is not expensive. It is comparable."

"They have two main options: cloud installation and bare-metal installation, each with different pricing models."

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

869,952 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

Comms Service Provider

Manufacturing Company

Financial Services Firm

32%

Computer Software Company

12%

Comms Service Provider

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	3

Questions from the Community

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

What do you like most about SingleStore DB?

The paramount advantage is the exceptional speed.

See all answers

What is your experience regarding pricing and costs for SingleStore DB?

Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure. While building an on-premise cluster incurs an initial cost for servers with ample RAM...

See all answers

What needs improvement with SingleStore DB?

See all answers

Comparisons

SAP HANA vs Oracle Database In-Memory

Compared 16% of the time

DuckDB vs Oracle Database In-Memory

Compared 12% of the time

SQL Server vs Oracle Database In-Memory

Compared 12% of the time

Progress OpenEdge RDBMS vs Oracle Database In-Memory

Compared 9% of the time

SQLite vs Oracle Database In-Memory

Compared 8% of the time

More Oracle Database In-Memory Competitors

ClickHouse vs SingleStore

Compared 11% of the time

SQL Server vs SingleStore

Compared 8% of the time

Supabase Vector vs SingleStore

Compared 7% of the time

CockroachDB vs SingleStore

Compared 7% of the time

OpenText Analytics Database (Vertica) vs SingleStore

Compared 6% of the time

More SingleStore Competitors

Product Reports

Buyer's Guide

Oracle Database In-Memory

September 2025

Download Oracle Database In-Memory product report

Buyer's Guide

SingleStore

September 2025

Download SingleStore product report

Overview

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

SingleStore delivers the performance you need for enterprise AI, providing the most performant data platform for apps and analytics at scale. SingleStore enables organizations to scale from one to one million customers in one unified platform. SingleStore offers transparent pricing as shown here https://www.singlestore.com/pricing/

SingleStore caters to over 400 customers globally, including major banks and tech companies in 50+ countries and 40+ verticals. It offers seamless scaling for both transactional and analytical workloads, simplifying data management with its MySQL compatibility and real-time processing capabilities. SingleStore's distributed architecture ensures speed and reliability, efficiently handling large data volumes.

What are the key features of SingleStore?

MySQL Compatibility: Eases the learning curve for users.
Built-in Pipelines: Connects to S3, Kafka, and more.
High Concurrency: Processes billions of records swiftly.
Replication & Failover: Enhances speed and reliability.
In-memory Storage: Ensures data safety and quick access.

What benefits can users find in SingleStore reviews?

Automatic Reconfiguration: Simplifies management tasks.
Impressive SQL Performance: Supports complex queries efficiently.
Scalability: Handles large datasets with a multi-node setup.

Top banks and fintech companies leverage SingleStore for efficient management of financial data, while media and telecom industries use it for scalable metadata management and improved data processing. Retail and eCommerce sectors benefit from enhanced transactional capabilities, reducing the need for separate databases and optimizing reporting processes. SingleStore's capacity to unite diverse workloads makes it a strategic choice across many sectors.

SingleStore

Sample Customers

Shanghai Customs

400+ customers including: 6sense, Adobe, Akamai, Ant Money, Arcules, CARFAX, Cigna, Cisco, Comcast, DELL, DBS Bank, Dentsu, DirectlyApply, EY, Factors.AI, Fathom Analytics, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, impact.com, Kroger, LG, LiveRamp, Lumana, Nvidia, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, SegMetrics, Siemens, SiteImprove, SiriusXM, SK Telecom, SKAI, SONY, STC, SunRun, TATA, Thorn, ZoomInfo.

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

DOWNLOAD NOW

869,952 professionals have used our research since 2012.

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.