Redis vs SingleStore comparison

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Redis

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Executive SummaryUpdated on Mar 5, 2025

Redis and SingleStore are competitors in the database solutions category, each excelling in different aspects. Redis seems to have the upper hand in speed and simplicity, while SingleStore stands out for its robustness in complex SQL operations and high concurrency.

Features: Redis offers exceptional speed due to its in-memory data storage and single-threaded architecture, providing capabilities like caching, geolocation search, and real-time processing. It is ideal for real-time analytics and session management, supported by various data structures. SingleStore, on the other hand, is compatible with MySQL, supporting heavy-duty SQL operations and high concurrency with its distributed architecture. It includes built-in pipelines for data ingestion and strong replication capabilities across clusters.

Room for Improvement: Redis could improve its documentation, cluster management, and GUI options. It also lacks advanced security features and cloud platform integration. SingleStore faces challenges in documentation clarity and the depth of advanced SQL features, with room for improvement in data distribution across partitions.

Ease of Deployment and Customer Service: Redis is mostly used on public clouds, offering flexibility and scalability but often relies on in-house support. SingleStore is primarily deployed on-premises, providing stable deployment but less flexibility with public cloud environments, and is praised for its excellent customer support.

Pricing and ROI: Redis, as an open-source solution, is cost-effective, particularly for caching, with managed services being predictably priced, enhancing ROI by reducing database load and improving productivity. SingleStore has competitive pricing for cloud and on-premises usage, offering good ROI through fast transaction handling and infrastructure savings despite a higher cost compared to Redis.

To learn more, read our detailed Redis vs. SingleStore Report (Updated: March 2025).

Redis vs. SingleStore

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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

Redis

Ranking in Vector Databases

4th

Average Rating

8.8

Reviews Sentiment

8.0

Number of Reviews

Ranking in other categories

NoSQL Databases (7th), In-Memory Data Store Services (1st)

SingleStore

Ranking in Vector Databases

13th

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (7th)

Mindshare comparison

As of April 2025, in the Vector Databases category, the mindshare of Redis is 4.9%, down from 6.5% compared to the previous year. The mindshare of SingleStore is 1.6%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vector Databases

Featured Reviews

Yaseer Arafat

.Net Developer at Freelance

Unmatched Performance and Scalability for Modern Applications

Redis has room for improvement in a few areas. Enhanced tools for managing and monitoring clusters would be beneficial, as would built-in security mechanisms like advanced encryption and granular access controls. Simplifying setup and configuration could make Redis more accessible to new users. Introducing more enterprise-grade features, such as better multi-tenancy support and improved backup and restore capabilities, would also be advantageous. For the next release, it would be great to see enhanced cluster management tools, native multi-region supports for better data redundancy, integrated analytics for deeper insights, AI and ML integration features, and improved developer experience through enhanced SDKs and tools.

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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.

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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 online interface is very fast and easy to use."

"Redis is good for distributed caching management."

"It makes operations more efficient. The information processing is very fast, and very responsive. It's all about the technology."

"The best thing about Redis is its ability to handle large amounts of data without frequently hitting the database. You can store data in temporary memory, especially for high-volume data."

"It is particularly efficient for cloud-based storage and operations."

"Redis is a simple service that does what it promises."

"The most valuable features of Redis are its ease of use and speed. It does not have access to the disc and it is fast."

"Redis has multiple valuable features such as being a free and reliable open-source tool."

More Redis pros

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

"The paramount advantage is the exceptional speed."

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

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

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

Cons

"The development of clusters could improve. Additionally, it would be helpful if it was integrated with Amazon AWS or Google Cloud."

"Redis should have an option to operate without Docker on a local PC."

"I would prefer it if there was more information available about Redis. That would make it easier for new beginners. Currently, there is a lack of resources."

"The initial setup of Redis was difficult, with a rating of two or three out of ten."

"In future releases, I would like Redis to provide its users with an option like schema validation. Currently, the solution lacks to offer such functionality."

"If we use a lot of data, it will eventually cost us a lot."

"It's actually quite expensive."

"There is room for AWS to provide more options for server types or a way to configure more or less memory for them."

More Redis cons

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

"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."

"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

"Redis is an open-source solution. There are not any hidden fees."

"The tool is open-source. There are no additional costs."

"Redis is an open-source product."

"We saw an ROI. It made the processing of our transactions faster."

"Redis is not an overpriced solution."

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

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

"SingleStore is a bit expensive."

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

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

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Top Industries

By visitors reading reviews

Financial Services Firm

22%

Computer Software Company

15%

Educational Organization

Manufacturing Company

Financial Services Firm

33%

Computer Software Company

13%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Redis?

Redis is better tested and is used by large companies. I haven't found a direct alternative to what Redis offers. Plus, there are a lot of support and learning resources available, which help you u...

What needs improvement with Redis?

Redis could be improved by introducing a GUI to display key-value pair database information, as it is currently a CLI tool with no visual representation. Additionally, better documentation is neede...

What is your primary use case for Redis?

My primary use case for Redis has been leveraging it as a high-performance, in-memory data store to support real-time features in web applications. For instance, I use Redis to manage live chat sys...

What do you like most about SingleStore DB?

The paramount advantage is the exceptional speed.

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...

What needs improvement with SingleStore DB?

Oracle Coherence vs Redis

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Product Reports

Redis

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Also Known As

Redis Enterprise

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Overview

Redis is a high-performance, scalable, and easy-to-use caching solution that improves application performance. It is also used for session management, real-time analytics, and as a message broker.

Redis's valuable features include its ability to handle large amounts of data quickly, its simplicity and straightforward setup process, and its support for various data structures, providing flexibility for different use cases.

RedisLabs

SingleStore enables organizations to scale from one to one million customers, handling SQL, JSON, full text and vector workloads — all in one unified platform.

Sample Customers

1. Twitter 2. GitHub 3. StackOverflow 4. Pinterest 5. Snapchat 6. Craigslist 7. Digg 8. Weibo 9. Airbnb 10. Uber 11. Slack 12. Trello 13. Shopify 14. Coursera 15. Medium 16. Twitch 17. Foursquare 18. Meetup 19. Kickstarter 20. Docker 21. Heroku 22. Bitbucket 23. Groupon 24. Flipboard 25. SoundCloud 26. BuzzFeed 27. Disqus 28. The New York Times 29. Walmart 30. Nike 31. Sony 32. Philips

6Sense, ADNOC, Adobe, Akamai, CARFAX, Cigna, Cisco, Comcast, DBS Bank, Dell, Dentsu, EY, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, Kakao, Kroger, LG, LiveRamp, Lumana, NBC, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, Siemens, SiriusXM, SK Telecom, SKAI, Sony, State Street Financial, STC, SunRun, TATA, Thorn, and ZoomInfo.

Redis vs. SingleStore