Oracle Exadata Cloud at Customer vs SingleStore comparison

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Executive SummaryUpdated on Aug 12, 2024

Oracle Exadata Cloud at Customer and SingleStore offer robust data management solutions. Users generally prefer the advanced features and simplicity of Oracle Exadata Cloud at Customer, though SingleStore is valued for specific scenarios due to its performance and cost efficiency.

Features: Oracle Exadata Cloud at Customer is praised for its high availability, impressive performance, and seamless integration with existing Oracle databases. SingleStore stands out for its speed, scalability, and support for real-time analytics.

Room for Improvement: Users highlight that Oracle Exadata Cloud at Customer could benefit from more flexible pricing models and improved documentation. SingleStore users suggest enhancements in customer support and more detailed error reporting.

Ease of Deployment and Customer Service: Oracle Exadata Cloud at Customer has a complex initial setup but provides thorough support and guidance throughout the deployment. SingleStore ensures a straightforward deployment process, but its customer service can occasionally fall short.

Pricing and ROI: Oracle Exadata Cloud at Customer users mention high setup costs but satisfactory long-term ROI due to its comprehensive capabilities. SingleStore, although requiring a significant initial investment, is seen as cost-effective with quick returns, particularly for performance-centric applications.

To learn more, read our detailed Oracle Exadata Cloud at Customer vs. SingleStore Report (Updated: August 2026).

Oracle Exadata Cloud at Customer vs. SingleStore

August 2026

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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 Exadata Cloud at Cus...

Ranking in Database as a Service (DBaaS)

13th

Average Rating

7.8

Reviews Sentiment

4.9

Number of Reviews

Ranking in other categories

No ranking in other categories

SingleStore

Ranking in Database as a Service (DBaaS)

9th

Average Rating

8.8

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Vector Databases (11th)

Mindshare comparison

As of August 2026, in the Database as a Service (DBaaS) category, the mindshare of Oracle Exadata Cloud at Customer is 3.3%, down from 4.1% compared to the previous year. The mindshare of SingleStore is 3.6%, up from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Database as a Service (DBaaS) Mindshare Distribution
Product	Mindshare (%)
SingleStore	3.6%
Oracle Exadata Cloud at Customer	3.3%
Other	93.1%

Database as a Service (DBaaS)

Featured Reviews

WALID BOUHAJJA

Oracle DBS at Bpifrance

Positive experience with virtual cloud network creation and database migration highlights patching challenges

The best feature of Oracle Exadata Cloud at Customer is that it can be managed without needing only DBAs. We have many features, including the observability feature that helps check performance and generates numerous reports about performance. We have also implemented APIs, enabling us to create and perform many operations. This means we need DBAs who can work with APIs. We are autonomous in the patching process and don't need Oracle for patching. If you configure the process of patching, it will be executed automatically. We are using dynamic scaling which is implemented on an external virtual machine, helping us to downscale or upscale the CPU. Oracle Exadata Cloud at Customer has supported our organization's compliance and data sovereignty without problems. I have observed some limitations. For example, regarding encryption, though it is mandatory for Exadata Cloud at Customer, we cannot encrypt the database with external keys. Currently, with Exadata Cloud at Customer, using external keys is not possible.

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Kelvin Ben

Senior Software Engineer at Honeywell

Real-time analytics has transformed daily decisions and delivers fast dashboards from streaming data

The best features SingleStore offers include fast data recovery and data compression by 80 percent. Having the information in sheets helps me to process the information quickly. Simplicity in T-SQL is another aspect I appreciate. Data recovery and sheet-based processing help my team on a day-to-day basis by enabling us to handle information efficiently. I would like to add that the data compression by 80 percent helps us in an excellent way since we are very fast in obtaining the data for our dashboards and the compression of the information is great. SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone. It has been very helpful because our internal clients are happy to have the data and make data-driven decisions easily. Making decisions based on data within a two-hour delay to the transactional database is excellent since we went from twenty-four hours to two hours. I think the best contribution is decision-making with data that is close to reality. Reducing that delay from twenty-four hours to two hours has significantly affected my team and business outcomes by increasing productivity. We have been able to serve all our customers, and they are very happy. We can deliver to them on time.

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Quotes from Members

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

Pros

"The best feature of Oracle Exadata Cloud at Customer is that it can be managed without needing only DBAs, with observability features to check performance, generate reports, and implement APIs for creating and performing many operations."

"We have migrated mission-critical databases to Exadata and gained significant performance in our OLTP and Batch jobs."

"Performance has significantly improved."

"The most valuable feature is that it is based on Exadata infrastructure, which is Oracle 's leading engineered system that is trusted, fault-tolerant, and has unique performance features."

"I like that Oracle Exadata Cloud at Customer is a stable, well-positioned product in the market today, and it's very scalable."

"The operation model is the most valuable feature."

"I am particularly fond of the intelligent capabilities that enhance the backend, utilizing technology to analyze SQL queries."

"Exporting and importing is easy because of its cleanliness, making the process easier. However, setting up the Data Guard was more difficult. Despite this, the client experienced lower downtime."

"SingleStore has impacted my organization positively because the output and performance of the app have been improved."

"SingleStore's speed and scalability have made a significant difference for our team, as we scaled without major performance issues and reports, dashboards, and data segments that previously took much longer to generate are now produced in real time, which overall improves the user experience and helps teams access insights faster for operational and decision-making."

"MemSQL is a very powerful database."

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

"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."

"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 paramount advantage is the exceptional speed."

More SingleStore pros

Cons

"The solution is expensive."

"We had some problems in the developer's environment. We had some problems with the initial installation environment."

"A room for improvement in Oracle Exadata Cloud at Customer is that they need to train more partners to gain more knowledge because currently, they are keeping a lot to themselves. For example, they are still keeping a lot of information on their campus, so information sharing is limited."

"For the data migration, we used ZDM. It was not integrated with the databases, and the documentation lacks clarity."

"Oracle Exadata Cloud at Customer is stable, but the only problem occurs during OS patching. If you encounter issues, the VMC (virtual machine cluster) becomes unusable."

"Today their support no longer lives up to my expectation."

"As a customer, you can't see the boot messages of your virtualized guest machines."

"Scalability is not straightforward."

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

"SingleStore can be improved in the aspect that the Azure pipelines do not have many parameterization features compared to others, for example, AWS."

"I have noticed that SingleStore can be improved because the integration of SingleStore with DataDog is not good."

"If you are going for self-managed, you need to set up a solid backup pipeline with SingleStore support, which was my only dissatisfaction, but after doing what was needed, we have very good backup and restore pipelines running, and in Helios, everything is perfect."

"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."

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

"SingleStore is very well at the current stage, but I see room for improvement in ease of administration, monitoring, and reducing troubleshooting time."

More SingleStore cons

Pricing and Cost Advice

"The price is too much."

"The machine and the cloud model itself already have licensing advantages."

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

"SingleStore is a bit expensive."

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

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

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

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Top Industries

By visitors reading reviews

Financial Services Firm

31%

Manufacturing Company

Insurance Company

Educational Organization

Financial Services Firm

28%

Comms Service Provider

Computer Software Company

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	4

By reviewers
Company Size	Count
Small Business	7
Large Enterprise	5

Questions from the Community

What is your experience regarding pricing and costs for Oracle Exadata Cloud at Customer?

The pricing is reasonable due to a universal agreement, which often positions Oracle solutions better against others. I would rate the pricing an eight out of ten.

What needs improvement with Oracle Exadata Cloud at Customer?

In future updates for Oracle Exadata Cloud at Customer, I would like to see another feature for the different costs for the non-CDB models, because if you are not using the non-CDB models, you have...

What is your primary use case for Oracle Exadata Cloud at Customer?

The use cases for Oracle Exadata Cloud at Customer are based on our actual solution. We have the Exadata, but it has reached its end of life. The X5 has attained the end of life, so we discussed mi...

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

The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.

What needs improvement with SingleStore DB?

In my opinion, SingleStore could be improved, and we are talking about this directly with SingleStore. I have a relationship with their employees who are in California, and we are gradually improvi...

What is your primary use case for SingleStore DB?

The primary use case for SingleStore in my company is a project to migrate a large system from MS SQL to SingleStore. Specifically, I am currently migrating the data insert process from MS SQL Serv...

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Compared 11% of the time

Google Cloud SQL vs Oracle Exadata Cloud at Customer

Compared 10% of the time

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Compared 9% of the time

Amazon RDS vs SingleStore

Compared 6% of the time

Redis vs SingleStore

Compared 6% of the time

CockroachDB vs SingleStore

Compared 5% of the time

ClickHouse vs SingleStore

Compared 5% of the time

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Product Reports

Oracle Exadata Cloud at Customer

August 2026

Download Oracle Exadata Cloud at Customer product report

Download SingleStore product report

July 2026

Overview

Oracle Exadata Cloud at Customer optimizes backend performance and SQL query analysis. It offers scalable and observable infrastructure, ensuring reliable virtualization and licensing solutions tailored for on-premises management.

Oracle Exadata Cloud at Customer bridges the gap between cloud capabilities and on-premises control, providing enhanced performance, security, and cost efficiency for managing critical data. Users enjoy Oracle-managed virtualization and support services while maintaining data sovereignty and compliance. Despite needing improvements in scalability and documentation, it remains a preferred choice for large databases requiring robust infrastructure.

What are the key features of Oracle Exadata Cloud at Customer?

Enhanced Performance: Optimizes SQL query analysis and backend capabilities.
Scalability & Observability: Dynamic scaling with extensive management tools.
Autonomous Patching: Simplifies maintenance with automated updates.
Oracle-managed Virtualization: Offers trusted and secure virtualization solutions.
Fault Tolerance: Ensures reliable infrastructure with advanced engineering.

What benefits should users consider when evaluating Oracle Exadata Cloud at Customer?

Cost Efficiency: Effective resource management compared to alternatives.
On-premises Control: Enables high-level control over critical data.
Security & Compliance: Supports data sovereignty with compliance features.
Performance Reliability: Delivers consistent high performance.

Financial institutions utilize Oracle Exadata Cloud at Customer for migrating large databases while maintaining precise on-premises control. It provides a high-performance, secure solution compared to alternatives like AWS, enabling successful cross-platform migrations and efficient data management within data centers.

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.

Sample Customers

IBVI, illycaffe, Scottish Water, trueblue, AirAsia, droptank

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.