Chroma vs PostgreSQL comparison

Read 125 PostgreSQL reviews

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1,935 Comparison Views

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: December 2025).

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Chroma vs. PostgreSQL

December 2025

Helped 881,114 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

11th

Average Rating

8.4

Reviews Sentiment

7.7

Number of Reviews

125

Ranking in other categories

Open Source Databases (2nd)

Mindshare comparison

As of January 2026, in the Vector Databases category, the mindshare of Chroma is 9.2%, down from 14.8% compared to the previous year. The mindshare of PostgreSQL is 5.7%, up from 4.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vector Databases Market Share Distribution
Product	Market Share (%)
Chroma	9.2%
PostgreSQL	5.7%
Other	85.1%

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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Akhilesh Chipre

Senior Assosiate Consultant at Applied Materials

Real-time data capture optimizes database performance but Views create problems

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. Replicating the same data daily isn't optimal, so real-time reception improves application performance and reduces latency.

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."

"PostgreSQL is stable. It's available, stable, and reliable."

"Initial setup is simple."

"The product's deployment is easy."

"It's a useful solution, that can be widely used."

"We managed to reduce the storage space needed to 10% of the original size, without affecting data integrity, and we significantly improved the performance."

"The tool is user-friendly."

"PostgreSQL is very powerful, easy to manage, and has many features."

"The solution has many valuable features such as it easy to use and the interface is intuitive."

Cons

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

"The hybrid algorithm needs improvement."

"The search option is not very good."

"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."

"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 price could be better."

"A better graphic user-interface would be nice to see."

"It would be great if the solution offered even more integration capabilities."

"We have to set up event API, which takes a lot of events from the user."

"The solution needs to improve the query, documentation, and JSON data functionality."

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."

"The solution requires a license."

"It is free. There is no license on it."

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

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

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

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

"This solution can offer a cheaper choice for customers since it is open-source."

Top Industries

By visitors reading reviews

Financial Services Firm

13%

Computer Software Company

12%

Manufacturing Company

10%

University

Computer Software Company

13%

Financial Services Firm

11%

Comms Service Provider

10%

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	57
Midsize Enterprise	26
Large Enterprise	46

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.

Supabase Vector vs Chroma

Comparisons

LanceDB vs Chroma

Compared 20% of the time

Compared 13% of the time

Microsoft Azure Cosmos DB vs Chroma

Compared 11% of the time

Redis vs Chroma

Compared 10% of the time

OpenSearch vs Chroma

Compared 9% of the time

More Chroma Competitors

Firebird SQL vs PostgreSQL

Compared 25% of the time

MySQL vs PostgreSQL

Compared 10% of the time

MariaDB vs PostgreSQL

Compared 7% of the time

LanceDB vs PostgreSQL

Compared 5% of the time

EDB Postgres Advanced Server vs PostgreSQL

Compared 4% of the time

Product Reports

Download Chroma product report

Vector Databases

December 2025

Download PostgreSQL product report

January 2026

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