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 8.9. Chroma holds a 15.7% mindshare in VD, compared to RedisLabs’s 5.8% mindshare. 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

2,836 Views
2,723 Comparison Views

100% willing to recommend

Redis

Read 19 Redis reviews

1,146 Views
1,007 Comparison Views

100% willing to recommend

Chroma

Redis

Comparison Buyer's Guide

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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

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Helped 823,875 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 (7th), In-Memory Data Store Services (1st)

Mindshare comparison

As of December 2024, in the Vector Databases category, the mindshare of Chroma is 15.7%, up from 12.5% compared to the previous year. The mindshare of Redis is 5.8%, down from 9.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vector Databases

Featured Reviews

Sameer Bhangale

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

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.

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Yaseer Arafat

Consultant at Freelance

Unmatched Performance and Scalability for Modern Applications

Redis has room for improvement in a few areas. Enhanced tools for managing and monitoring clusters would be beneficial, as would built-in security mechanisms like advanced encryption and granular access controls. Simplifying setup and configuration could make Redis more accessible to new users. Introducing more enterprise-grade features, such as better multi-tenancy support and improved backup and restore capabilities, would also be advantageous. For the next release, it would be great to see enhanced cluster management tools, native multi-region supports for better data redundancy, integrated analytics for deeper insights, AI and ML integration features, and improved developer experience through enhanced SDKs and tools.

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Quotes from Members

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

Pros

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

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

"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 product offers fast access to my database."

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

"Redis is good for distributed caching management."

"The solution is fast, provides good performance, and is not too expensive."

"It makes operations more efficient. The information processing is very fast, and very responsive. It's all about the technology."

"Redis is a simple, powerful, and fast solution."

"Redis provides an easy setup and operation process, allowing users to quickly connect and use it without hassle."

More Redis pros

Cons

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

"The hybrid algorithm needs improvement."

"If we use a lot of data, it will eventually cost us a lot."

"Redis presents a single point of failure and lacks fault tolerance."

"There are some features from MongoDB that I would like to see included in Redis to enhance its overall efficiency, such as the ability to perform remote behaviour. MongoDB is more efficient in handling updates than deletions and is quicker in processing updates, but it can be slower regarding deletions. This can sometimes pose a challenge, especially when dealing with large datasets or frequent data manipulations that involve deletions. In such cases, I often rewrite columns or update values instead of directly deleting data, as it can be more efficient."

"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."

"There is room for AWS to provide more options for server types or a way to configure more or less memory for them."

"It's actually quite expensive."

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

"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."

More Redis cons

Pricing and Cost Advice

"The current version is an open-source."

"Redis is an open-source product."

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

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

"Redis is not an overpriced solution."

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

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

10%

University

Financial Services Firm

21%

Computer Software Company

15%

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?

See all answers

What is your primary use case for Redis?

My primary use case for Redis is to enhance the performance of our web applications by using it as a caching layer. By caching frequently accessed data, we reduce the load on our primary databases,...

See all answers

Comparisons

LanceDB vs Chroma

Compared 33% of the time

Faiss vs Chroma

Compared 22% of the time

PostgreSQL vs Chroma

Compared 9% of the time

OpenSearch vs Chroma

Compared 9% of the time

Milvus vs Chroma

Compared 5% of the time

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Amazon SQS vs Redis

Compared 15% of the time

OpenSearch vs Redis

Compared 7% of the time

Oracle Coherence vs Redis

Compared 7% of the time

Faiss vs Redis

Compared 6% of the time

Pinecone vs Redis

Compared 6% of the time

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Product Reports

Buyer's Guide

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December 2024

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Buyer's Guide

Oracle Coherence vs. Redis

October 2024

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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.

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