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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
6.5
Redis improves performance, reduces costs, and enhances developer productivity by managing caching efficiently and minimizing downtime and data loss.
Sentiment score
6.0
Reducing developer needs and using affordable tools led to significant cost savings and justified user fees.
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
 

Customer Service

Sentiment score
1.0
Redis' customer service feedback varies, with some praising it, others dissatisfied, and many not engaging with support.
Sentiment score
5.0
Retool's support is responsive and helpful, with users suggesting chat for improvement amid varied experiences with assistance resources.
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
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
7.7
Redis is valued for scalability, cloud integration, and platform compatibility, though limited in non-clustered legacy systems.
Sentiment score
6.6
Retool is scalable and efficient, supporting large user bases and datasets with customizable security and effective performance management.
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
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
7.7
Redis offers robust stability and high availability with consistent performance, despite occasional downtime under heavy loads.
Sentiment score
8.3
Retool is generally stable and reliable, with occasional issues, garnering mostly positive ratings from users.
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 requires better cluster management, enhanced security, improved documentation, and advanced enterprise features for optimal non-cloud and cloud performance.
Retool struggles with customization, integration, support, and documentation, requiring better tools, language support, and user resources.
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 itself does not enforce consistency with the primary database, so developers need to carefully design cache invalidation strategies.
SDE 1 at a educational organization with 501-1,000 employees
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

Redis provides cost-effective options from free open-source versions to paid managed services, with potential extra costs for high RAM usage.
Retool offers competitive pricing, appealing to small teams with free plans and larger deployments facing affordable user costs.
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, setup cost, and licensing experience were good as the free plan was enough for us.
IT consultant for healthcare sector at Freelancer
 

Valuable Features

Redis offers fast, easy in-memory storage, supports diverse data types, aids real-time and scalable operations with simple setup.
Retool simplifies UI dashboard creation with easy API integration, supports complex logic, and enhances efficiency for teams and startups.
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
First is its in-memory preference, as Redis is extremely fast, making it ideal for caching and session management where low latency is critical.
SDE 1 at a educational organization with 501-1,000 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
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
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.
IT consultant for healthcare sector at Freelancer
 

Categories and Ranking

Redis
Ranking in AI Software Development
10th
Average Rating
8.8
Reviews Sentiment
5.7
Number of Reviews
24
Ranking in other categories
NoSQL Databases (5th), Managed NoSQL Databases (7th), In-Memory Data Store Services (1st), Vector Databases (3rd)
Retool
Ranking in AI Software Development
11th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
11
Ranking in other categories
Rapid Application Development Software (15th)
 

Mindshare comparison

As of March 2026, in the AI Software Development category, the mindshare of Redis is 0.4%, up from 0.1% compared to the previous year. The mindshare of Retool is 0.6%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Redis0.4%
Retool0.6%
Other99.0%
AI Software Development
 

Featured Reviews

reviewer2811600 - PeerSpot reviewer
SDE 1 at a educational organization with 501-1,000 employees
Caching and session design has improved performance and now supports high-traffic workloads
Overall, Redis is a powerful and reliable tool, but there are a few areas for improvement. One limitation is that Redis is memory-based, so scaling can become expensive compared to disk-based systems. While it offers persistence options, it is not always ideal for large datasets where cost efficiency is critical. Another area is cache consistency; Redis itself does not enforce consistency with the primary database, so developers need to carefully design cache invalidation strategies. More built-in mechanisms or patterns to simplify this would be helpful. Additional areas where Redis could improve include monitoring, security, and ease of use in large-scale ecosystems. From a monitoring perspective, while Redis provides basic metrics, deep visibility into issues such as memory fragmentation, hot keys, or latency spikes often requires external tools; more built-in, user-friendly options would make diagnosing production issues quicker. Regarding security, Redis has improved over time, but historically, it required careful configurations; features such as authentication and encryption exist but are not always enabled by default, posing a risk if not properly set up. A strong, secure by default configuration would be beneficial. In terms of ease of use, while Redis is straightforward for basic use cases, managing clusters and persistence strategies can become complex at scale, so better abstractions or tooling for distributed setups and operations would make it more developer-friendly.
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
24%
Computer Software Company
10%
Comms Service Provider
7%
University
6%
Construction Company
19%
Manufacturing Company
11%
Comms Service Provider
10%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise4
Large Enterprise9
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise3
Large Enterprise4
 

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?
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...
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...
What is your experience regarding pricing and costs for Retool?
The pricing, setup cost, and licensing experience were good as the free plan was enough for us.
What needs improvement with Retool?
Retool, being a low-code/no-code platform, could improve by allowing users, particularly non-technical users, to use it more easily. In the mobile app development, you have to use JavaScript to int...
What is your primary use case for Retool?
My main use case for Retool involves an inventory app project. I built a mobile app to make an inventory of chemistry products. Retool helped me with that project as it was a good way to show a qui...
 

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: February 2026.
885,311 professionals have used our research since 2012.