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Redis vs Retool 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:
 

ROI

Sentiment score
7.3
Redis boosts performance and reduces costs, enhancing API latency and productivity while allowing focus on feature development.
Sentiment score
6.5
Retool saves time and money, reducing developer dependency, while offering efficient, cost-effective solutions with a minimal monthly expense.
We reduced the database read load by around 30 to 40 percent and improved API response time by 20 to 30 percent, specifically for frequently accessed endpoints.
SDE 2 at Virtusa
We have seen a positive return on investment from using Redis, mainly through improved application performance, reduced database load, and lower operational overhead.
Senior Software Engineer at a consultancy with 1-10 employees
We had fewer front-end resources, and while developing with Retool, we did not need many front-end team members, which saved on salaries.
software engineer at a non-tech company with 1,001-5,000 employees
I think we can see time saved to start the proof of concept and maybe money saved because I was able to develop the mobile app alone without needing additional resources.
IT consultant for healthcare sector at Freelancer
We have seen a return on investment because we are building these internal dashboards 30 to 50% faster, so we are saving approximately 30 to 50% of an employee's time.
Product Manager at a tech vendor with 11-50 employees
 

Customer Service

Sentiment score
6.4
Redis users rarely need support due to stability, relying on documentation and community, with mixed experiences reported.
Sentiment score
5.5
Retool's customer service is mixed, with varying satisfaction levels, reliance on external resources, and praise for prompt assistance.
By simply referring to their documentation, we have been able to fix our bugs and general issues.
Senior Software Engineer at a consultancy with 1-10 employees
Since Redis is quite stable and well-documented, we have not needed much support, but when required, the response has been helpful.
SDE 2 at Virtusa
The customer support is amazing; overall, AWS customer support is very professional and fast.
software engineer at a non-tech company with 1,001-5,000 employees
It is very easy to learn and integrate within our database and infrastructure because we are already on Amazon Web Services, and our entire tech stack is on Amazon Web Services.
Product Manager at a tech vendor with 11-50 employees
Technical support team is available, but I haven't needed to contact them.
Full Stack PHP/Python AWS Developer at Binary Port
 

Scalability Issues

Sentiment score
7.8
Redis excels in scalability and efficiency, handling high traffic with clustering and sharding, benefiting enterprise application demands.
Sentiment score
6.7
Retool efficiently scales, supporting many users with large datasets, offering customization and security, although complexity may rise with features.
The in-memory architecture provides consistently low-latency access even as data access patterns and request volume increase.
Senior Software Engineer at a consultancy with 1-10 employees
Data migration and changes to application-side configurations are challenging due to the lack of automatic migration tools in a non-clustered legacy system.
Data Engineer at a photography company with 1,001-5,000 employees
With features such as clustering and replication, it can handle high traffic and a large database very effectively.
SDE 2 at Virtusa
It's scalable and doesn't experience any slowdown when handling increasing data volumes.
Full Stack PHP/Python AWS Developer at Binary Port
Retool is more suited for startups, but it can get messy at scale.
software engineer at a non-tech company with 1,001-5,000 employees
 

Stability Issues

Sentiment score
7.9
Redis is lauded for its stability, reliable caching performance, and robust architecture, supported by strong community and managed services.
Sentiment score
8.4
Retool is highly rated for dependability, with users experiencing minimal issues, praising its stability and reliable performance.
Redis has consistently provided fast and predictable performance, particularly for caching and high-frequency data access scenarios.
Senior Software Engineer at a consultancy with 1-10 employees
Redis is fairly stable.
Data Engineer at a photography company with 1,001-5,000 employees
Retool is stable in my experience.
IT consultant for healthcare sector at Freelancer
 

Room For Improvement

Redis users seek improvements in cache management, user interface, observability, scalability, security setup, and cloud integrations for enhanced usability.
Retool's front-end and usability limitations frustrate users, highlighting needs for enhanced customization, integration, and non-technical user support.
Making security features and enterprise governance capabilities easier to configure out of the box would help organizations adopt Redis more confidently for larger and more critical workloads.
Senior Software Engineer at a consultancy with 1-10 employees
Data persistence and recovery face issues with compatibility across major versions, making upgrades possible but downgrades not active.
Data Engineer at a photography company with 1,001-5,000 employees
Redis is very reliable, but it could be improved in areas such as monitoring, debugging, and feasibility into memory use.
SDE 2 at Virtusa
Retool needs more customization options, as it should not be limited to a few customization features; it should be broader, with more features available for users to utilize.
software engineer at a non-tech company with 1,001-5,000 employees
AI tools, features, and machine learning capabilities should be added as they would be helpful in the future.
Full Stack PHP/Python AWS Developer at Binary Port
There should be better documentation or support for non-technical users, providing a platform to learn and implement Retool effectively.
Construction Data Analyst at a tech services company with 10,001+ employees
 

Setup Cost

Enterprise Redis costs vary by deployment model, with self-managed being cost-effective and cloud services charging for memory usage.
Retool's pricing is affordable for small setups but can be expensive for larger deployments compared to industry leaders.
The main value comes from the performance improvements, reduced database load, and increased scalability that Redis provides.
Senior Software Engineer at a consultancy with 1-10 employees
Since we use an open-source version of Redis, we do not experience any setup costs or licensing expenses.
Data Engineer at a photography company with 1,001-5,000 employees
The pricing is reasonable for the performance provided.
SDE 2 at Virtusa
The pricing, setup cost, and licensing experience were good as the free plan was enough for us.
IT consultant for healthcare sector at Freelancer
My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others.
Product Manager at a tech vendor with 11-50 employees
 

Valuable Features

Redis is preferred for speed and reliability, offering low latency, high throughput, and efficient scaling with minimal configuration.
Retool streamlines development with a user-friendly interface, enabling rapid MVP creation and enhancing productivity with extensive customization features.
It functions similarly to a foundational building block in a larger system, enabling native integration and high functionality in core data processes.
Data Engineer at a photography company with 1,001-5,000 employees
By offloading frequent reads from the database and enabling fast in-memory cache access, it reduced latency, improved throughput, and helped maintain stability during peak loads.
SDE 2 at Virtusa
The most valuable features include high-speed in-memory data access, flexible data structures, caching capabilities, data expiration and time-to-live management, high availability and scalability, and atomic operations.
Senior Software Engineer at a consultancy with 1-10 employees
Retool positively impacts our organization by saving costs compared to using other data repositories, and teams prefer Retool for daily tasks that perform customizations to showcase web pages or link their data backend, making it more efficient and cost-effective than other software available in the market.
Construction Data Analyst at a tech services company with 10,001+ employees
Compared to other solutions, the time is 30 to 50% shorter when we are building an internal tool using Retool.
Product Manager at a tech vendor with 11-50 employees
Retool provides built-in features with all processing happening within the platform, which is a significant advantage.
Full Stack PHP/Python AWS Developer at Binary Port
 

Categories and Ranking

Redis
Ranking in AI Software Development
9th
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
26
Ranking in other categories
NoSQL Databases (3rd), Managed NoSQL Databases (5th), In-Memory Data Store Services (1st), Vector Databases (3rd)
Retool
Ranking in AI Software Development
22nd
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
12
Ranking in other categories
Rapid Application Development Software (20th)
 

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of Redis is 0.5%, up from 0.1% compared to the previous year. The mindshare of Retool is 0.5%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Redis0.5%
Retool0.5%
Other99.0%
AI Software Development
 

Featured Reviews

RituRaj - PeerSpot reviewer
SDE 2 at Virtusa
Caching has improved response times and reduces database load for high-traffic applications
Redis is very reliable, but it could be improved in areas such as monitoring, debugging, and feasibility into memory use. Better built-in tools for observability would help teams manage it more effectively at scale. Managing memory efficiently and troubleshooting issues can sometimes require additional tooling, so these areas can also be improved.One practical challenge I experienced is managing memory efficiently. Since Redis is in-memory, we need to carefully configure eviction policies and monitor usage. Debugging cache-related issues such as stale data or cache invalidation can sometimes be tricky. Additionally, tuning memory usage and eviction policies needs to be planned very carefully.
YL
IT consultant for healthcare sector at Freelancer
Has provided a quick way to build mobile apps and could improve usability for non-technical users
The best features Retool offers include the ability to quickly create a mobile app and use this mobile app in a native mobile app for Android. I found the process of creating and deploying those mobile apps for Android with Retool to be smooth as the documentation is very good, and I found answers and examples to create a mobile app. I can access a debug mode in the mobile app which was really convenient to make tests and find what can be improved, where I have a problem, and how to correct it. Retool positively impacted my organization as the proof of concept we built gave us a way to convince power users and key users before developing the real software. It was a way to maintain the launch date of the project, which helped speed up the project timeline and save resources.
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Computer Software Company
9%
Comms Service Provider
6%
University
6%
Construction Company
21%
Manufacturing Company
12%
Financial Services Firm
10%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise6
Large Enterprise10
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise4
 

Questions from the Community

What needs improvement with Redis?
Making management easier, especially for teams operating large Redis clusters, would be helpful. More advanced built-in observability, performance insights, and automated recommendations would help...
What is your primary use case for Redis?
Redis is used primarily as a caching layer to provide a high-performance caching solution that improves application response times and reduces load on backend services and databases. We use it main...
What advice do you have for others considering Redis?
There are a couple of things to consider when using Redis. It is a supporting layer, not a main database. Identifying specific use cases where Redis can provide the most value, such as caching, ses...
What is your experience regarding pricing and costs for Retool?
My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others. I feel it is an eigh...
What needs improvement with Retool?
I do not have specifics on how Retool can be improved because we are using it for internal tool building only. Regarding needed improvements, perhaps Retool can focus on not building customer-facin...
What is your primary use case for Retool?
We started using Retool last September, so it has been more than nine months now. Our main use case for Retool is an internal operations dashboard built in Retool for our AI agents. Whenever we shi...
 

Comparisons

 

Also Known As

Redis Enterprise
No data available
 

Overview

 

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
Information Not Available
Find out what your peers are saying about Redis vs. Retool and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.