Redis vs SingleStore comparison

Redis and SingleStore are both solutions in the Vector Databases category. Redis is ranked #3 with an average rating of 8.7, while SingleStore is ranked #15 with an average rating of 8.3. Redis holds a 5.2% mindshare in VD, compared to SingleStore’s 2.3% mindshare. Additionally, 100% of Redis users are willing to recommend the solution, compared to 100% of SingleStore users who would recommend it.

Redis

Read 23 Redis reviews

4,782 Views
2,008 Comparison Views

100% willing to recommend

SingleStore

Read 6 SingleStore reviews

2,262 Views
769 Comparison Views

100% willing to recommend

Redis

SingleStore

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 14, 2025

Redis and SingleStore compete in the database management sector. Redis has an advantage in speed and simplicity due to its in-memory architecture.

Features: Redis is praised for its in-memory architecture, ensuring rapid data retrieval and effective caching. It supports various data structures and ensures data durability with robust persistence options and high availability through master-slave replication. SingleStore is recognized for its distributed architecture combining in-memory storage, which offers performance and scalability in transaction-heavy environments. It provides a complete SQL database experience with built-in pipeline support, making it suitable for complex transactions and queries.

Room for Improvement: Redis could increase scalability and enhance cluster management and user interfaces. Better integration with cloud services like AWS and comprehensive documentation would improve user experience. SingleStore could benefit from a broader SQL feature set and more accessible documentation. Both need to grow their community engagement and user support.

Ease of Deployment and Customer Service: Redis is primarily utilized in public cloud environments and supports hybrid setups, though user support interaction is typically limited to in-house teams. SingleStore offers both cloud and on-premises options with comprehensive customer service. However, it could improve ease of deployment through enhanced documentation.

Pricing and ROI: Redis provides a cost-effective solution being open-source, delivering significant ROI through enhanced performance. In contrast, SingleStore may be viewed as more costly but offers considerable value with its distributed capabilities, benefitting analytical tasks. Both offer strong returns, with pricing influencing user choice based on requirements.

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

Buyer's Guide

Redis vs. SingleStore

December 2025

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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

3rd

Average Rating

8.8

Reviews Sentiment

5.7

Number of Reviews

Ranking in other categories

NoSQL Databases (7th), Managed NoSQL Databases (9th), In-Memory Data Store Services (1st), AI Software Development (10th)

SingleStore

Ranking in Vector Databases

15th

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (11th)

Mindshare comparison

As of December 2025, in the Vector Databases category, the mindshare of Redis is 5.2%, down from 5.5% compared to the previous year. The mindshare of SingleStore is 2.3%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vector Databases Market Share Distribution
Product	Market Share (%)
Redis	5.2%
SingleStore	2.3%
Other	92.5%

Vector Databases

Featured Reviews

reviewer2005650

Data Engineer at a photography company with 1,001-5,000 employees

Optimize AI projects with reliable data processing while addressing scaling challenges

There are a few areas where Redis could improve. The pub-sub capabilities could be optimized to handle network sessions better, as there are challenges with maintaining sessions between clients and systems. Data persistence and recovery face issues with compatibility across major versions, making upgrades possible but downgrades not active. There's a need for better migration tools to support data movements in a hybrid environment. Concerns exist about licensing and community engagement due to changes in Redis and its forks.

Read full review

reviewer2321985

Database Administrator at a tech services company with 1-10 employees

Supports in-memory data types, storing data on RAM for high performance

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. Also, technically, SingleStore needs more features on the SQL part. Most SQL boards work in MySQL, and SingleStore integrated all its sequel with MySQL, so nearly 99% of MySQL code runs on SingleStore. But features like TVF and UDL lack depth. Users have to walk into it, and SingleStore has minimal features there. IUDF, TVF, and stored procedures are not as advanced as SQL Server's. That's one thing I would like to see improved.

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

"Redis is a simple, powerful, and fast solution."

"Redis acts as an in-memory search tool that improves the speed of operations."

"Redis is good for distributed caching management."

"The ability to fetch and save data quickly is valuable."

"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 use Redis efficiently."

"The solution is fast, provides good performance, and is not too expensive."

"Redis provides an easy setup and operation process, allowing users to quickly connect and use it without hassle."

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

More Redis pros

"The paramount advantage is the exceptional speed."

"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."

"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."

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

Cons

"For the PubSub feature, we had to create our own tools to monitor the events."

"There is a lack of documentation on the scalability of the solution."

"It's actually quite expensive."

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

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

"The only thing is the lack of a GUI application. There was a time when we needed to resolve an issue in production. If we had a GUI, it would have been easier."

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

"Redis could improve its efficiency in handling locally stored data, not just Amazon Cloud or Google Cloud."

More Redis cons

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

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

"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."

"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."

Pricing and Cost Advice

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

"Redis is not an overpriced solution."

"Redis is an open-source product."

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

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

"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."

"SingleStore is a bit expensive."

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

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Top Industries

By visitors reading reviews

Financial Services Firm

26%

Computer Software Company

11%

Comms Service Provider

University

Financial Services Firm

31%

Computer Software Company

10%

Comms Service Provider

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	3
Large Enterprise	8

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	3

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...

See all answers

What needs improvement with Redis?

The disadvantage of Redis is that it's a little bit hard to have too many clusters or too many nodes and create the clusters. The sync between the nodes is easier to implement with Couchbase, for e...

See all answers

What is your primary use case for Redis?

Redis is used for a part of a booking engine for travel, specifically for the front part to get some sessions and information about the sessions. If a customer or user is using the sites in differe...

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

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Compared 6% of the time

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Compared 6% of the time

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Compared 4% of the time

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Product Reports

Buyer's Guide

Redis

December 2025

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Buyer's Guide

SingleStore

December 2025

Download SingleStore product report

Also Known As

Redis Enterprise

No data available

Overview

Redis offers high-speed, in-memory storage, renowned for real-time performance. It supports quick data retrieval and is used commonly in applications like analytics and gaming.

Renowned for real-time performance, Redis delivers high-speed in-memory storage, making it a favorite for applications needing quick data retrieval. Its diverse data structures and caching capabilities support a broad array of use cases, including analytics and gaming. Redis ensures robust scalability with master-slave replication and clustering, while its publish/subscribe pattern renders it reliable for event-driven applications. The solution integrates smoothly with existing systems, minimizing performance tuning needs. Although documentation on scalability and security could be improved, Redis remains cost-effective and stable, commonly utilized in cloud environments. Enhancing integration with cloud services like AWS and Google Cloud and refining GUI may improve usability.

What are the key features of Redis?

High Speed: In-memory data storage for swift access.
Scalability: Master-slave replication and clustering for growth.
Data Structures: Supports diverse types for varied uses.
Persistence: RDB snapshots and AOF logs ensure durability.
Integration: Seamless integration reduces tuning efforts.

What should users look for in Redis reviews?

Performance: Real-time data retrieval boosts efficiency.
Cost-Effectiveness: Stable, budget-friendly implementation.
Versatility: Suitable for diverse environments and platforms.
Reliability: Ensures data persistence and high availability.

Redis finds application across industries for tasks like caching to improve application performance and speed, minimizing database load. It enables real-time processing for session storage, push notifications, and analytics. As a messaging platform, Redis handles high traffic and supports replication and clustering for cross-platform scalability.

Redis

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

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

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.

Buyer's Guide

Redis vs. SingleStore

December 2025

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