Chroma vs Redis comparison

Chroma and RedisLabs are both solutions in the Vector Databases category. Chroma is ranked #2 with an average rating of 8.5, while RedisLabs is ranked #4 with an average rating of 8.8. Additionally, 100% of Chroma users are willing to recommend the solution, compared to 100% of RedisLabs users who would recommend it.

Chroma

Read 2 Chroma reviews

2,696 Views
2,598 Comparison Views

100% willing to recommend

Redis

Read 17 Redis reviews

1,076 Views
956 Comparison Views

100% willing to recommend

Chroma

Redis

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Chroma and Redis based on real PeerSpot user reviews.

Find out in this report how the two Vector Databases solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Chroma vs. Redis Report (Updated: October 2024).

Buyer's Guide

Chroma vs. Redis

October 2024

Download the complete report

Helped 815,854 peers since 2012

Categories and Ranking

Chroma

Ranking in Vector Databases

2nd

Average Rating

8.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Redis

Ranking in Vector Databases

4th

Average Rating

8.8

Number of Reviews

Ranking in other categories

NoSQL Databases (8th), In-Memory Data Store Services (1st)

Featured Reviews

Sameer Bhangale

Leader, Data Science Practice at a computer software company with 5,001-10,000 employees

Apr 22, 2024

Used for RAG (Retrieval-augmented generation) and provides good documentation

If I have to deploy my application in a scalable environment with lots of data and users, I sometimes need to create multiple instances of my database or have a distributed database across different machines. Using Kubernetes, I can quickly increase the horizontal spread of Milvus because it is containerized and readily available. I don't have to do anything by myself. New users can go to Chroma's 'Get Started' page and follow it like a tutorial. Then, they will be ready to use the solution. Chroma has helped us reduce the overall project post production time. Overall, I rate the solution an eight out of ten.

Read full review

Chethan Rao S

Software Engineer at Medflix

Apr 17, 2024

Performs much better than traditional databases, integrates well and lot of learning resources available

It improved the performance. For example, data structures like hashmaps in Redis make it a very fast database – much faster than traditional SQL databases. It can perform at significantly higher speeds. Latencies are very low. Our primary focus wasn't on saving money but on improving performance for that specific feature. So, performance has been the key improvement. Every calculation happened in real time. It improved the performance 10X. In our company, we have limited resources, so we can't manage the database ourselves. We use services from Azure for that. So, Redis integrates well with those services. We use Azure Cache for Redis.

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

"It's very easy to set up and runs easily."

"The solution's most valuable feature is its documentation, which allows new users to easily learn, deploy, and use it."

"I use Redis mostly to cache repeated data that is required."

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

"I find Redis valuable primarily for its caching capabilities, particularly in handling cache requests effectively. Its simplicity in managing key-value pairs for caching is one of its strengths, making it a preferred choice over more complex databases like MongoDB for specific use cases. However, I haven't explored Redis extensively for managing complex data structures beyond caching, as MongoDB might be more suitable for such scenarios."

"The solution's technical support team is good...The solution's initial setup process was straightforward."

"The product offers fast access to my database."

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

"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."

More Redis pros

Cons

"I think Chroma doesn't have a ready-made containerized image available."

"The hybrid algorithm needs improvement."

"Sometimes, we use Redis as a cluster, and the clusters can sometimes suffer some issues and bring some downtime to your application."

"It's actually quite expensive."

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

"I would prefer it if there was more information available about Redis. That would make it easier for new beginners. Currently, there is a lack of resources."

"The tool should improve by increasing its size limits and handling dynamic data better. We use the client ID or associate it with a key for static content. The solution will not be easy for a beginner. Unless you understand SQL data, it will be difficult to understand and use Redis. It also needs to be user-friendly."

"The solution's pricing for a local installation is very expensive."

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

More Redis cons

Pricing and Cost Advice

"The current version is an open-source."

"Redis is not an overpriced solution."

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

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

"Redis is an open-source product."

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

See which vendors are best for you

Use our free recommendation engine to learn which Vector Databases solutions are best for your needs.

See recommendations

815,854 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

10%

University

Financial Services Firm

20%

Computer Software Company

16%

Educational Organization

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Chroma?

The solution's most valuable feature is its documentation, which allows new users to easily learn, deploy, and use it.

See all answers

What needs improvement with Chroma?

The hybrid algorithm needs improvement.

See all answers

What is your primary use case for Chroma?

We collect customer's feedback, and then we present it to the clients.

See all answers

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?

Redis could improve its efficiency in handling locally stored data, not just Amazon Cloud or Google Cloud. It would be helpful if Redis could provide a one-stop solution for all data varieties, whi...

See all answers

What is your primary use case for Redis?

I used Redis for a one-time implementation while working on a college project. I implemented it locally on a machine and used it for a vector search.

See all answers

Comparisons

LanceDB vs Chroma

Compared 32% of the time

Faiss vs Chroma

Compared 24% of the time

PostgreSQL vs Chroma

Compared 9% of the time

OpenSearch vs Chroma

Compared 8% of the time

Milvus vs Chroma

Compared 6% of the time

More Chroma Competitors

Amazon SQS vs Redis

Compared 16% of the time

OpenSearch vs Redis

Compared 8% of the time

Faiss vs Redis

Compared 7% of the time

Oracle Coherence vs Redis

Compared 6% of the time

Pinecone vs Redis

Compared 6% of the time

More Redis Competitors

Product Reports

Buyer's Guide

Vector Databases

November 2024

Download Chroma product report

Buyer's Guide

Oracle Coherence vs. Redis

October 2024

Download Redis product report

Also Known As

No data available

Redis Enterprise

Learn More

Video not available

Chroma

RedisLabs

Overview

Chroma is a versatile tool that enhances visual display quality, offering features such as color accuracy improvement, brightness adjustment, and image settings fine-tuning.

It creates vibrant and immersive visual experiences, making it valuable for content creators, gamers, and design professionals.

Chroma's customizable lighting options and seamless integration with other devices are highly praised, allowing users to personalize their setups and create visually stunning effects.

Its compatibility with various devices ensures a cohesive and immersive user experience.

Redis is a high-performance, scalable, and easy-to-use caching solution that improves application performance. It is also used for session management, real-time analytics, and as a message broker.

Redis's valuable features include its ability to handle large amounts of data quickly, its simplicity and straightforward setup process, and its support for various data structures, providing flexibility for different use cases.

Sample Customers

1. Google 2. Netflix 3. Amazon 4. Facebook 5. Microsoft 6. Apple 7. Twitter 8. Spotify 9. Adobe 10. Uber 11. Airbnb 12. LinkedIn 13. Pinterest 14. Snapchat 15. Dropbox 16. Salesforce 17. IBM 18. Intel 19. Oracle 20. Cisco 21. HP 22. Dell 23. Samsung 24. Sony 25. LG 26. Panasonic 27. Philips 28. Toshiba 29. Nokia 30. Motorola 31. Xiaomi 32. Huawei

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

Buyer's Guide

Chroma vs. Redis

October 2024

Free Report: Chroma vs. Redis

Find out what your peers are saying about Chroma vs. Redis and other solutions. Updated: October 2024.

DOWNLOAD NOW

815,854 professionals have used our research since 2012.

See our Chroma vs. Redis report.

See our list of best Vector Databases vendors.

We monitor all Vector Databases reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.