Chroma vs PostgreSQL comparison

Read 125 PostgreSQL reviews

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96% willing to recommend

Chroma

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 5, 2025

PostgreSQL and Chroma address different needs within the tech industry, focusing on data management and data visualization, respectively. PostgreSQL seems to have the upper hand in comprehensive data handling and storage capabilities, while Chroma leads when advanced visualization is prioritized.

Features: PostgreSQL offers advanced data integrity, support for multiple data types, and comprehensive data structuring, making it a great choice for complex queries. Chroma provides high-quality visualization tools, dynamic displays, and enhances data presentation with interactive features.

Ease of Deployment and Customer Service: PostgreSQL provides straightforward deployment with extensive documentation and community resources. Chroma offers user-friendly setup and focused customer support, enhancing user experience.

Pricing and ROI: PostgreSQL has lower setup costs with a strong ROI due to its scalable architecture and community-driven enhancements. Chroma, potentially higher in setup costs, provides significant ROI benefits with advanced visualization tools.

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

Chroma vs. PostgreSQL

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Helped 863,901 peers since 2012

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

9th

Average Rating

8.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

PostgreSQL

Ranking in Vector Databases

12th

Average Rating

8.4

Reviews Sentiment

7.7

Number of Reviews

125

Ranking in other categories

Open Source Databases (3rd)

Mindshare comparison

As of July 2025, in the Vector Databases category, the mindshare of Chroma is 12.1%, down from 15.4% compared to the previous year. The mindshare of PostgreSQL is 5.2%, up from 3.5% 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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PavithrarajShetty

Software Architect at Tetherfi

Offers simplicity and is cheaply priced

I haven't gone through the scalability aspect since I was using MySQL Server. I haven't worked to a high level in PostgreSQL, but with MySQL Server, I have managed clustering and partitioning. I think I haven't put much focus on PostgreSQL, so I am not sure how it behaves or how it works.

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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 most valuable feature is the performance."

"It's quite scalable."

"The system can perform faster analysis by providing it with a lot of memory. Speed is crucial for analytics. Currently, the main reason we haven't adopted Elasticsearch is that we lack the necessary expertise to manage it."

"The most valuable features are the price, stability, it is scalable and is used by our clients in small business environments, and it is a simple product to use."

"Postgres has some functions called JSONB aggregators or other aggregators, which are quite useful."

"It has completely met our needs. It works, and it is robust. We haven't had any problems with what PostgreSQL does for us and the way it does it. That's why we've been using it for so long. We understand it, and it does the job."

"The tool is user-friendly."

"Initial setup is simple."

Cons

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

"The hybrid algorithm needs improvement."

"I have noticed that user and access management should be improved."

"PostgreSQL could improve by being more user-friendly. In SQL Server they have a studio where you can easily do management but not in this solution."

"I find it difficult to get connectors on the tool. For example, .NET has only one free provider in PostgreSQL. I need to pay the provider if I need something more sophisticated features. Other languages like PHP and Java have good community support. We need community support for .NET."

"I'd like to see better memory management. I think that that's one of the few areas that Postgres does not handle as well as MySQL does or did."

"It needs more integration."

"The user interface could be a bit better."

"It still needs to be more mature and have some backup feature. We are normally dealing with Oracle's data, and we have very strong online tools to back up the data and do other things. PostgreSQL still needs to do more in this area as well as in the high availability area. There are many external tools that you can use for PostgreSQL's high availability, but there is no embedded tool within PostgreSQL for high availability. It could have a feature similar to Oracle for working on a distributed system. It can have some scripts to improve the monitoring and some tools to do performance analysis. We have a workaround for most of such requirements except for the support for a distributed system, which is very difficult to have. This area should be included in the core of the database itself."

"Sometimes, the views create problems. If you don't have the view, sometimes what happens is you need to have the drivers properly set up for PostgreSQL."

Pricing and Cost Advice

"The current version is an open-source."

"It is an open-source platform."

"The solution requires a license."

"It is free. In terms of operating costs, it basically needs the same platform on which Oracle runs."

"It is also open-source so it is free."

"The need for our customers to pay for licences is contingent on their projects and budgets."

"It is free, but if you need support, you can go for the commercial version called EnterpriseDB. They provide paid support, and they can even do hosting for you if you want standby and support."

"Affordable solution."

"PostgreSQL is a free and open-source database."

Top Industries

By visitors reading reviews

Computer Software Company

14%

Financial Services Firm

13%

Manufacturing Company

10%

University

Computer Software Company

15%

Financial Services Firm

12%

Comms Service Provider

10%

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.

What needs improvement with Chroma?

The hybrid algorithm needs improvement.

What is your primary use case for Chroma?

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

How does Firebird SQL compare with PostgreSQL?

PostgreSQL was designed in a way that provides you with not only a high degree of flexibility but also offers you a cheap and easy-to-use solution. It gives you the ability to redesign and audit yo...

What do you like most about PostgreSQL?

It's a transactional database, so we use Postgres for most of our reporting. That's where it's helping.

What is your experience regarding pricing and costs for PostgreSQL?

The tool is free of cost. For now, it's not about making money. But once we perfect it, we can offer it to customers willing to pay for support and other services. Most of my deployments are free.

Microsoft Azure Cosmos DB vs Chroma

Comparisons

LanceDB vs Chroma

Compared 24% of the time

OpenSearch vs Chroma

Compared 11% of the time

Redis vs Chroma

Compared 11% of the time

Compared 9% of the time

Supabase Vector vs Chroma

Compared 7% of the time

More Chroma Competitors

Firebird SQL vs PostgreSQL

Compared 35% of the time

MySQL vs PostgreSQL

Compared 11% of the time

EDB Postgres Advanced Server vs PostgreSQL

Compared 10% of the time

MariaDB vs PostgreSQL

Compared 8% of the time

LanceDB vs PostgreSQL

Compared 4% of the time

Product Reports

Vector Databases

Download Chroma product report

Download PostgreSQL product report

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

PostgreSQL is a versatile and reliable database management system commonly used for web development, data analysis, and building scalable databases.

It offers advanced features like indexing, replication, and transaction management. Users appreciate its flexibility, performance, and ability to handle large amounts of data efficiently. Its robustness, scalability, and support for complex queries make it highly valuable.

Additionally, PostgreSQL's extensibility, flexibility, community support, and frequent updates contribute to its ongoing improvement and stability.

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. Apple 2. Cisco 3. Fujitsu 4. Instagram 5. Netflix 6. Red Hat 7. Sony 8. Uber 9. Cisco Systems 10. Skype 11. LinkedIn 12. Etsy 13. Yelp 14. Reddit 15. Dropbox 16. Slack 17. Twitch 18. WhatsApp 19. Snapchat 20. Shazam 21. SoundCloud 22. The New York Times 23. Cisco WebEx 24. Atlassian 25. Cisco Meraki 26. Heroku 27. GitLab 28. Zalando 29. OpenTable 30. Trello 31. Square Enix 32. Bloomberg

Chroma vs. PostgreSQL