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Oracle Java DB vs SingleStore 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

Oracle Java DB
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
10
Ranking in other categories
Relational Databases Tools (22nd)
SingleStore
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
9
Ranking in other categories
Database as a Service (DBaaS) (11th), Vector Databases (16th)
 

Mindshare comparison

While both are Databases solutions, they serve different purposes. Oracle Java DB is designed for Relational Databases Tools and holds a mindshare of 1.3%, up 0.8% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 3.5% mindshare, up 1.8% since last year.
Relational Databases Tools Mindshare Distribution
ProductMindshare (%)
Oracle Java DB1.3%
SQL Server10.6%
Oracle Database10.5%
Other77.6%
Relational Databases Tools
Database as a Service (DBaaS) Mindshare Distribution
ProductMindshare (%)
SingleStore3.5%
MongoDB Atlas11.8%
Amazon RDS11.7%
Other73.0%
Database as a Service (DBaaS)
 

Featured Reviews

Anil-Sinha - PeerSpot reviewer
Senior Consultant at a tech vendor with 10,001+ employees
Able to process all the reporting and processing in the database itself
We have been upgrading and moving to new environments. I was involved in the solution's initial setup. Some things in the setup are very smooth sailing. However, some setups become complicated because what they set up doesn't meet your needs. So, some tweaking is necessary in certain instances. Having a good understanding of the tool really helps. Oracle Java DB is easy to deploy if it's a new setup. Migrating from an old environment to a new environment takes time because you need the old functionality. A first-time deployment of the application is easy. We just did a default setup and started using it. When we have to migrate, there is too much baggage behind that application, especially from the security point of view.
Kelvin  Ben - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"The additional value of having Java inside the Oracle database is all the security that is applied to an Oracle database will be enforced on Java's stored procedures as well."
"Running queries is the solution's most valuable feature."
"Able to write queries more efficiently and the management of data has become better and easier."
"The database is quite robust in terms of performance from the SQL side."
"It has a programming language so anything that we require for Selenium is all available there."
"There have been no issues in relation to stability. We've never really had do to any recoveries. It is very stable."
"The most valuable feature is automation."
"The stability is awesome because it is all supported by Oracle database and Oracle relational database management system, which watches very carefully all the processes that are running, making it very stable and very secure."
"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."
"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."
"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."
"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."
"The paramount advantage is the exceptional speed."
"SingleStore has impacted my organization positively because the output and performance of the app have been improved."
"The product can automatically reinstall and reconfigure in case of a shutdown."
"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

"The solution could be more user-friendly."
"The solution should continue to keep updating and improving the Java language."
"In terms of improvement, I'd like an automation tool that is lower priced. The core prices are very high."
"Oracle can improve by providing more connection string variations and relay servers on the path to the database."
"The biggest lesson that I have learned from using Oracle products is vendor lock-in."
"With respect to the product's consistency, there's a lot of scope that could be introduced in regulator basis."
"It'll be better if Oracle Java supports open source technologies, like Node.js."
"Needs improvement in consistency issues with respect to timeframes."
"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."
"I have noticed that SingleStore can be improved because the integration of SingleStore with DataDog is not good."
"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."
"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."
"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."
"SingleStore is very well at the current stage, but I see room for improvement in ease of administration, monitoring, and reducing troubleshooting time."
"Having the ability to migrate servers using a single command would be extremely beneficial."
"SingleStore can be improved in the aspect that the Azure pipelines do not have many parameterization features compared to others, for example, AWS."
 

Pricing and Cost Advice

"The product's pricing is very friendly, with no extra costs after the licensing fees."
"Oracle Java DB is a pricey solution."
"SingleStore is a bit expensive."
"I would advise users to try the free 128GB version."
"They have two main options: cloud installation and bare-metal installation, each with different pricing models."
"Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."
"The product's licensing is not expensive. It is comparable."
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Construction Company
10%
Manufacturing Company
9%
University
7%
Financial Services Firm
29%
Computer Software Company
8%
Comms Service Provider
8%
Outsourcing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise2
Large Enterprise6
By reviewers
Company SizeCount
Small Business5
Large Enterprise5
 

Questions from the Community

What needs improvement with Oracle Java DB?
We did not use the replication or inbuilt replication from Oracle Java DB. We have separate core functions to replicate the database and migrate the database. We are not using the inbuilt encryptio...
What is your primary use case for Oracle Java DB?
I have a project where I previously deployed using Java while working on my internal project. Now, in my organization, they are using Oracle Java DB for backend purposes, particularly for the backend.
What advice do you have for others considering Oracle Java DB?
I can give around 4 to 4.5 regarding metrics on resource consumption for Oracle Java DB. Pricing for Oracle Java DB I can give around 8 to 9. My overall review rating for Oracle Java DB is 9.
What is your experience regarding pricing and costs for SingleStore DB?
I cannot share much about how SingleStore is deployed due to company policy.
What needs improvement with SingleStore DB?
SingleStore is very well at the current stage, but I see room for improvement in ease of administration, monitoring, and reducing troubleshooting time. Better documentation for advanced use cases, ...
What is your primary use case for SingleStore DB?
SingleStore is our main platform for handling high-performance real-time analytics of large data volumes, providing transactional and operational data on a single platform. One specific example of ...
 

Comparisons

 

Overview

 

Sample Customers

Université Nice Sophia Antipolis
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 Microsoft, Oracle, SAP and others in Relational Databases Tools. Updated: May 2026.
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