Chroma vs Redis comparison

Chroma and RedisLabs are both solutions in the Vector Databases category. Chroma is ranked #1 with an average rating of 8.5, while RedisLabs is ranked #4 with an average rating of 8.8. Chroma holds a 14.1% mindshare in VD, compared to RedisLabs’s 5.0% 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

3,350 Views
3,182 Comparison Views

100% willing to recommend

Redis

Read 21 Redis reviews

1,322 Views
1,186 Comparison Views

100% willing to recommend

Chroma

Redis

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 5, 2025

Redis and Chroma are competing data management solutions tailored to different applications. Redis, with its speed and scalability, stands out for high-speed data processing, whereas Chroma's advanced analytics make it a compelling choice for businesses seeking data insights.

Features: Redis offers in-memory data store capabilities, caching, and flexible data structures ideal for real-time analytics. Chroma specializes in complex data visualizations and intuitive analytics dashboards designed for interactive data exploration.

Ease of Deployment and Customer Service: Redis provides efficient deployment with extensive community support, while Chroma offers a user-friendly installation process with strong customer support services and personalized onboarding sessions.

Pricing and ROI: Redis is a cost-effective solution with high scalability, offering substantial ROI through improved data processing speeds. Chroma, although more expensive, delivers enhanced analytics capabilities, providing value through rich data interpretation.

To learn more, read our detailed Chroma vs. Redis Report (Updated: March 2025).

Buyer's Guide

Chroma vs. Redis

March 2025

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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

Chroma

Ranking in Vector Databases

1st

Average Rating

8.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Redis

Ranking in Vector Databases

4th

Average Rating

8.8

Reviews Sentiment

8.1

Number of Reviews

Ranking in other categories

NoSQL Databases (7th), In-Memory Data Store Services (1st)

Mindshare comparison

As of March 2025, in the Vector Databases category, the mindshare of Chroma is 14.1%, down from 16.0% compared to the previous year. The mindshare of Redis is 5.0%, down from 7.0% 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

.Net Developer 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

"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."

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

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

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

"The performance of Redis is very fast."

"Redis is a simple service that does what it promises."

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

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

More Redis pros

Cons

"The hybrid algorithm needs improvement."

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

"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."

"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."

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

"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 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."

"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."

More Redis cons

Pricing and Cost Advice

"The current version is an open-source."

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

"Redis is an open-source product."

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

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

"Redis is not an overpriced solution."

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Top Industries

By visitors reading reviews

Computer Software Company

15%

Financial Services Firm

14%

Manufacturing Company

10%

University

Financial Services Firm

22%

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?

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. Additionally, better documentation is neede...

See all answers

What is your primary use case for Redis?

I use Redis as a tool in building projects, specifically for in-memory caching. My backend API uses Redis to cache information retrieved from the database.

See all answers

Comparisons

LanceDB vs Chroma

Compared 33% of the time

OpenSearch vs Chroma

Compared 11% of the time

PostgreSQL vs Chroma

Compared 11% of the time

Faiss vs Chroma

Compared 11% of the time

Microsoft Azure Cosmos DB vs Chroma

Compared 6% of the time

More Chroma Competitors

Oracle Coherence vs Redis

Compared 11% of the time

Amazon SQS vs Redis

Compared 10% of the time

Red Hat Data Grid vs Redis

Compared 8% of the time

Faiss vs Redis

Compared 5% of the time

OpenSearch vs Redis

Compared 4% of the time

More Redis Competitors

Product Reports

Buyer's Guide

Vector Databases

March 2025

Download Chroma product report

Buyer's Guide

Redis

March 2025

Download Redis product report

Also Known As

No data available

Redis Enterprise

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.

Chroma

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.

RedisLabs

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

March 2025

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