Redis vs SingleStore comparison

Redis and SingleStore are both solutions in the Vector Databases category. Redis is ranked #3 with an average rating of 8.8, while SingleStore is ranked #17. Redis holds a 5.5% mindshare in VD, compared to SingleStore’s 2.6% 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

5,621 Views
2,024 Comparison Views

100% willing to recommend

SingleStore

Read 7 SingleStore reviews

2,527 Views
910 Comparison Views

100% willing to recommend

Redis

SingleStore

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Executive SummaryUpdated on Mar 15, 2026

Redis and SingleStore compete in the real-time data processing category. Based on the comparison, Redis appears to have the upper hand in speed and ease of use, while SingleStore excels in data analytics capabilities.

Features: Redis stands out with fast read and write operations due to in-memory storage, diverse data types for flexibility, and clustering for horizontal scalability. Its pub/sub capabilities enhance communication, making it suitable for real-time applications. SingleStore offers robust data recovery, effective data compression, and a distributed architecture to manage large datasets. It supports complex SQL operations with high-speed data processing, making it ideal for robust data analytics.

Room for Improvement: Redis should address its single point of failure and improve fault tolerance in noncommercial versions. Better documentation and a GUI would enhance user experience. SingleStore needs to enhance parameterization options in Azure pipelines and improve error handling. A detailed semantic layer is also sought by developers. Both could improve technical support, with Redis specifically needing advanced security features and multi-tenancy support.

Ease of Deployment and Customer Service: Redis focuses on public cloud deployments, with occasional support needed, though it's criticized for low-rated technical support. It offers hybrid options preferred for quick scalability. SingleStore is typically on-premises, appealing to businesses needing robust data management. Users appreciate the knowledgeable support teams but suggest improvements. Both platforms offer hybrid options.

Pricing and ROI: Redis, being open-source, is cost-effective with no license fees, though it incurs RAM costs. It provides significant savings through performance improvements, appealing to SMEs. SingleStore's pricing is seen as steep for SMEs, but its long-term infrastructure investment offers justification through performance and analytical capabilities. Each platform offers measurable ROI, with Redis favored for open-source cost benefits and SingleStore seen as a strategic investment in analytics.

To learn more, read our detailed Redis vs. SingleStore Report (Updated: February 2026).

Buyer's Guide

Redis vs. SingleStore

February 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:

ROI

Sentiment score

6.5

Implementing Redis improved transaction efficiency, reduced costs, enhanced performance, increased developer effectiveness, and supported scalability for organizations.

Sentiment score

6.9

SingleStore offers cost-efficient, scalable solutions with easy setup, supporting enterprise-level transactional and analytical needs in one platform.

No quotes available

For more quotes and insights, download the Redis report

The objective was to scale as data loads with high-performing query model responses.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

Customer Service

Sentiment score

1.0

Users rarely contact Redis support, but those who do find it knowledgeable, with satisfaction levels ranging from moderate to excellent.

Sentiment score

7.6

SingleStore's 24/7 proactive support is highly rated, personalized, and effective, using Zendesk for prioritization and dedicated onboarding support.

No quotes available

For more quotes and insights, download the Redis report

The customer support is very proactive and responsive twenty-four hours per day, seven days per week.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

Scalability Issues

Sentiment score

7.7

Redis excels in scalability, efficiently handling large datasets with ease, making it ideal for enterprise-level operations and demands.

Sentiment score

8.1

SingleStore efficiently scales with minimal downtime, handling extensive queries and complex tasks, despite challenges with data growth.

Data migration and changes to application-side configurations are challenging due to the lack of automatic migration tools in a non-clustered legacy system.

reviewer2005650

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

For more quotes and insights, download the Redis report

SingleStore's scalability is high and it can be used by any size of organization and can handle any needs of any organization.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

Stability Issues

Sentiment score

7.7

Redis is stable, reliable under heavy loads, supports high availability, and user ratings reflect strong performance, needing load improvements.

Sentiment score

8.4

SingleStore is rated highly stable, with most downtime caused by external factors, receiving ratings between seven and ten.

Redis is fairly stable.

reviewer2005650

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

For more quotes and insights, download the Redis report

I have not seen any downtime.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

Room For Improvement

Enhancements in documentation, user-friendliness, scalability, security, cloud integration, and support are desired improvements for Redis.

SingleStore users need improved Azure integration, better documentation, advanced SQL features, and optimized data handling and server tools.

Data persistence and recovery face issues with compatibility across major versions, making upgrades possible but downgrades not active.

reviewer2005650

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

For more quotes and insights, download the Redis report

Error handling needs attention. When it fails due to memory, it only indicates that but not exactly in which process it failed.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

Setup Cost

Redis's open-source core is cost-effective, but enterprise features require a license; managed services start at $5/month.

SingleStore's pricing is cost-effective for large firms with flexible cloud tiers and free on-premises licensing for startups.

Since we use an open-source version of Redis, we do not experience any setup costs or licensing expenses.

reviewer2005650

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

For more quotes and insights, download the Redis report

My experience with pricing, setup cost, and licensing is that it can be a bit expensive for startups.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

Valuable Features

Redis provides fast data access with caching, geolocation, JSON, and supports scalability, high availability, and efficient event-driven applications.

SingleStore offers fast recovery, high data compression, and scalability, enhancing performance, productivity, and efficient data processing with seamless integration.

It functions similarly to a foundational building block in a larger system, enabling native integration and high functionality in core data processes.

reviewer2005650

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

For more quotes and insights, download the Redis report

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.

Kelvin Ben

Senior Software Engineer at Honeywell

For more quotes and insights, download the SingleStore report

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 (5th), Managed NoSQL Databases (7th), In-Memory Data Store Services (1st), AI Software Development (14th)

SingleStore

Ranking in Vector Databases

17th

Average Rating

8.8

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (17th)

Mindshare comparison

As of March 2026, in the Vector Databases category, the mindshare of Redis is 5.5%, up from 5.0% compared to the previous year. The mindshare of SingleStore is 2.6%, up from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vector Databases Mindshare Distribution
Product	Mindshare (%)
Redis	5.5%
SingleStore	2.6%
Other	91.9%

Vector Databases

Featured Reviews

KarimGarchi

Database Admin and Architect at D-EDGE Hospitality Solutions

Performance shines with seamless session caching and minimal configuration

The best features of Redis, from my personal perspective, are the performance, which is very quick, and it's very simple to implement. Since I started using Redis, I feel that the product is saving me some performance tuning time. It's very easy, I have few parameters to tune, and it seems to have performance without a lot of working on the performance, compared to Cassandra, where you have to configure the memory and many other settings. The integration capability of Redis is excellent. Redis is very affordable because it's free.

Read full review

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.

Read full review

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Top Industries

By visitors reading reviews

Financial Services Firm

25%

Computer Software Company

11%

Comms Service Provider

University

Financial Services Firm

30%

Computer Software Company

Comms Service Provider

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	3
Large Enterprise	9

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	4

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...

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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...

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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

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Product Reports

Buyer's Guide

Redis

March 2026

Download Redis product report

Buyer's Guide

SingleStore

February 2026

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

February 2026

Free Report: Redis vs. SingleStore

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