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Glean Platform vs Redis 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:
 

Categories and Ranking

Glean Platform
Ranking in AI Software Development
36th
Average Rating
8.4
Number of Reviews
11
Ranking in other categories
Indexing and Search (6th), Search as a Service (8th), AI-Agent Builders (7th), AI Customer Support (4th)
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)
 

Mindshare comparison

As of March 2026, in the AI Software Development category, the mindshare of Glean Platform is 0.5%. The mindshare of Redis is 0.4%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Redis0.4%
Glean Platform0.5%
Other99.1%
AI Software Development
 

Featured Reviews

Ananya Bl - PeerSpot reviewer
Data Analyst at Capgemini
Daily orchestration of complex ai workflows has boosted my research and automation capabilities
Orchestration primarily decides which agent handles which part of a task and manages errors, retries, and complete state while maintaining the workflow effectively. On the orchestration side, branching, looping, and human approvals support non-linear workflows in production environments with real-time access. Through refined and improved prompts, this helps in closing the loop with actual users. One unique feature that stood out is that every step in the workflow can pause or recover from failures. Instead of finishing the entire agent in one go, this approach is interesting because if there is a minor change in a previously completed step regarding the state, I can re-edit and restart from the beginning. This is truly impressive.
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.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The major impact that I have noticed is how business users are now being impacted and they are using the platform because they understand it easily."
"I have used many solutions, but Glean Platform is the best, and I would truly appreciate it if everyone considers this platform."
"Productivity has really skyrocketed."
"Glean Platform has positively impacted my organization by speeding up a lot of repetitive tasks and making it easier for people outside of support to understand what kind of issues impact the support groups."
"The best features Glean Platform offers include the ability to create my own agents, for example, I created a self-service agent for my stakeholders, so rather than email me, I sent them a link to an agent where the agent asks them questions and drills down to exactly what they need, and then I get a qualified response from them."
"When I searched for internal information spread across different systems, Glean Platform did centralize and retrieve that data for me effectively, giving me eighty percent accuracy."
"Glean Platform has positively impacted our organization, especially in terms of productivity for both us and our customers."
"Glean Platform offers excellent user interface design and integration capabilities with other platforms."
"Redis is a simple, powerful, and fast solution."
"Redis has multiple valuable features such as being a free and reliable open-source tool."
"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."
"The product offers fast access to my database."
"The online interface is very fast and easy to use."
"Redis acts as an in-memory search tool that improves the speed of operations, allowing for quicker data retrieval and enhancing the performance of applications."
"The performance of Redis is very fast."
"The solution is fast, provides good performance, and is not too expensive."
 

Cons

"I tried pulling in an architecture diagram of a workflow, and it pulled in some other image instead."
"My experience with pricing, setup cost, and licensing is that the licenses were expensive, and it was hard to convince the company to adopt based on that."
"I chose seven out of ten because if I could upload PDFs and have them analyzed, or have it integrate with my Gmail and help me go through my emails, that would be very useful, but I do not think it does that."
"Currently, Glean Platform does not integrate with Teams, Microsoft-owned platforms."
"My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available."
"Sometimes Glean Platform gets slowed down."
"Glean Platform can implement more models. The NLP creation could be a little faster, and while debugging is amazing, the routing also needs to provide higher quality outputs sometimes rather than extensive searching."
"Also, the latency that the platform offers is a little high right now; what I have noticed is that on a particular query, the user has to wait a long time in order to get responses."
"The solution's pricing for a local installation is very expensive."
"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."
"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."
"The initial setup of Redis was difficult, with a rating of two or three out of ten."
"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."
"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."
"If we use a lot of data, it will eventually cost us a lot."
"There is a lack of documentation on the scalability of the solution."
 

Pricing and Cost Advice

Information not available
"Redis is an open-source solution. There are not any hidden fees."
"The tool is open-source. There are no additional costs."
"Redis is not an overpriced solution."
"We saw an ROI. It made the processing of our transactions faster."
"Redis is an open-source product."
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
9%
Manufacturing Company
9%
Outsourcing Company
8%
Financial Services Firm
24%
Computer Software Company
10%
Comms Service Provider
7%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise8
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise4
Large Enterprise9
 

Questions from the Community

What is your experience regarding pricing and costs for Glean Platform?
My experience with pricing, setup cost, and licensing has been pretty smooth actually, with no issues.
What needs improvement with Glean Platform?
I don't have any complaints with Glean Platform actually. I can't think of anything right now regarding needed improvements, even small things. I rate it a nine because sometimes it's difficult to ...
What is your primary use case for Glean Platform?
My main use case for Glean Platform is consolidating marketing materials, as I work in DevOps Sales Ops. I set up this platform for the sales team to review material that might be useful for talkin...
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...
 

Comparisons

 

Also Known As

Glean Work AI Platform
Redis Enterprise
 

Overview

 

Sample Customers

Information Not Available
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
Find out what your peers are saying about Glean Platform vs. Redis and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.