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: March 2025).

Chroma vs. PostgreSQL

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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

PostgreSQL

Ranking in Vector Databases

9th

Average Rating

8.4

Reviews Sentiment

7.7

Number of Reviews

125

Ranking in other categories

Open Source Databases (2nd)

Mindshare comparison

As of April 2025, in the Vector Databases category, the mindshare of Chroma is 13.4%, down from 15.6% compared to the previous year. The mindshare of PostgreSQL is 4.8%, up from 3.4% 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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AdityaSharma3

Vice President Business at Techmagnate: Digital Marketing Agency

Transaction processes are fast and good replication capability

Use cases include querying data warehouses and databases to fetch data for clients already working on PostgreSQL. We also use Postgres for building reports It's a transactional database, so we use Postgres for most of our reporting. That's where it's helping. The query speed is fast, and the…

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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."

"I like that you can move any relational database from Oracle to PostgreSQL. I also like that it's pretty stable."

"The PostgreSQL database is similar to the SQL Server but has a slightly different technology that has similar resources as well. If the customer has the confidence using SQL Server, they will be fairly comfortable using this solution."

"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."

"PostgreSQL makes it very adaptable to several descriptions of a record. Instead of having several tables or several relations for one entity, I can adapt this entity. It can be a multiform entity. For example, here in Mexico, a company and a person can be sold to us as a physical entity or a physical person."

"The tool is user-friendly."

"What I like is that it's quite powerful in terms of performance."

"One of the most valuable features is real-time data capture; it optimizes database performance. I think using real-time data capture reduces job running time and the amount of data sent at once with batch loads."

"It is easy to install and easy to manage. There is no license on it, so it is free. There is high compatibility with Oracle, and there are many tools for the migration of data from Oracle to Postgre."

Cons

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

"The hybrid algorithm needs improvement."

"The database and applications can become very slow."

"I had some issues when I integrated with the Jupyter Notebook."

"I'm not really able to customize it."

"As PostgreSQL is an open-source product, you do have to do a bit more configuration and management yourself."

"Postgres should focus on building a stronger knowledge base. They also need to expand their integration capabilities, so more tools and resources are available to manage it."

"There are some products out there that have a slightly different method of implementation for the SQL language. Some of those are slightly better in some areas, and PostgreSQL is slightly better in some areas. I would probably like to match all of those products together. It is just down to the functionality. For example, Oracle has a number of options within SQL that are outside of what you would class as the SQL standard. PostgreSQL misses some of those, but PostgreSQL does other things that are better than what Oracle does. I would like to merge those two products so that there is a certain amount of functionality in a single product."

"The solution could improve the integration."

"The user interface for the clients could be easier to use as they are small businesses. From a technical support perspective, the documentation could be improved."

Pricing and Cost Advice

"The current version is an open-source."

"It is open-source. If you use it on-premise, it is free. It also has enterprise or commercial versions. If you go for the cloud version, there will be a cost, but it is lower than Oracle or Microsoft."

"It is open source. There is no licensing."

"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."

"It could be much cheaper. If you would like to build an application on Amazon today, PostgreSQL is the standard database with Redshift. If you want other databases, you can add them, but PostgreSQL is the basis of everything. It's a question of money, that's it."

"It is an open-source platform."

"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."

"The solution requires a license."

Top Industries

By visitors reading reviews

Computer Software Company

14%

Financial Services Firm

13%

Manufacturing Company

10%

University

Computer Software Company

16%

Financial Services Firm

12%

Comms Service Provider

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 31% of the time

OpenSearch vs Chroma

Compared 12% of the time

Redis vs Chroma

Compared 10% of the time

Faiss vs Chroma

Compared 9% of the time

Compared 6% of the time

More Chroma Competitors

Firebird SQL vs PostgreSQL

Compared 37% of the time

MySQL vs PostgreSQL

Compared 14% of the time

EDB Postgres Advanced Server vs PostgreSQL

Compared 11% 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