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CockroachDB vs Supabase Vector comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
6.7
CockroachDB's serverless model provides cost-effective, versatile cloud solutions, offering significant savings and operational advantages over separate environments.
Sentiment score
4.9
Supabase Vector cuts costs and development time, offering startups and companies efficient, cost-effective deployment and technological advantages.
The dashboard's management made access straightforward for users and super easy to maintain, resulting in very few errors.
Co-Founder & CTO at Mango Giraffe
We notice significant improvements when measuring metrics such as average response times, which have shifted from 800 milliseconds to 2.5 seconds down to around 200 milliseconds to 800 milliseconds, with click-through rates for recommendations improving by 45 to 70%.
Product Engineer at a tech vendor with 11-50 employees
The use of these technologies definitely impacts reducing the time and cost of implementation or deployment.
Co-Founder
 

Customer Service

Sentiment score
6.0
CockroachDB customer service is mixed; technical support quality varies, with users praising the AI chatbot, but responsiveness needs improvement.
Sentiment score
5.6
Supabase Vector receives high praise for responsive and efficient support, contributing to user satisfaction and productivity overall.
The issue was resolved efficiently.
Manager, Software Engineering at a tech vendor with 10,001+ employees
I would rate the customer support a nine since they replied quickly and answered my questions properly, which helped me a lot.
Co-Founder & CTO at Mango Giraffe
I have always been able to solve it out with the help of my community or sometimes YouTube.
Automation Specialist at a consultancy with 11-50 employees
I recommend Supabase Vector to other users.
Software Developer at a performing arts with 1-10 employees
 

Scalability Issues

Sentiment score
7.0
CockroachDB excels in scalability and resource management, praised for seamless scaling from small to large, supporting diverse needs efficiently.
Sentiment score
5.9
Supabase Vector is praised for cost-effective scalability and high satisfaction, though some express concerns over potential large-scale growth.
As we move toward larger scales, such as multi-million vectors, it requires careful engineering to maintain predictable performance.
Product Engineer at a tech vendor with 11-50 employees
I have basically used it for small teams, not large teams that need to cover thousands of users.
Automation Specialist at a consultancy with 11-50 employees
The scalability of Supabase Vector is impressive; it is pretty scalable and stable at the same time.
Co-Founder & CTO at Mango Giraffe
 

Stability Issues

Sentiment score
6.6
CockroachDB is stable overall, highly rated for reliability but faces challenges with protocol issues and large, complex workloads.
Sentiment score
7.3
Supabase Vector is praised for stability and reliability, despite occasional downtime issues in certain regions like India.
From my experience, Supabase Vector is stable.
Co-Founder
Achieving the best performance at higher scales depends largely on optimization of queries and indexes.
Product Engineer at a tech vendor with 11-50 employees
I basically use it for my web-coded apps and for the RAG agent and it does all of the needs that I want it to do for my project and for my client's project.
Automation Specialist at a consultancy with 11-50 employees
 

Room For Improvement

CockroachDB requires improvements in documentation, compatibility, UI features, disaster recovery, latency optimization, integration, and cost efficiency for global deployment.
Users face challenges with Supabase due to limited support, complex setup, scaling issues, and insufficient documentation and features.
For multi-region deployment, CockroachDB requires at least three plus replicas across data centers to achieve strong consistency across regions, which increases infrastructure costs including compute, storage, and networking.
Manager, Software Engineering at a tech vendor with 10,001+ employees
Better query debugging tools and built-in evaluation toolkits for vector search would be incredibly helpful for developers.
Product Engineer at a tech vendor with 11-50 employees
If they could make the debugging process clearer to prevent the error messages, that will make development faster for web-coded apps.
Automation Specialist at a consultancy with 11-50 employees
When I'm in Supabase Vector, there is a feature where I have to create a table. At the start, for newcomers, it's difficult, and then it becomes hard.
Software Developer at a performing arts with 1-10 employees
 

Setup Cost

Enterprise users find CockroachDB affordable and reliable, with flexible pricing options appealing despite some perceiving high costs.
Supabase Vector's enterprise pricing varies, with standard plans at $480/year, and free trials available for basic implementation.
It was amazing to be able to create all this technology for free, without the need to pay additional costs to use those technologies, apart from the embeddings ones from Google.
Co-Founder
For now, I think the pricing is perfect because every business person can afford it and a developer can afford that price.
Automation Specialist at a consultancy with 11-50 employees
The price is good.
Founder at a tech services company with 1-10 employees
 

Valuable Features

CockroachDB provides easy setup, fault tolerance, scalability, and security, while supporting PostgreSQL compatibility for optimal performance across regions.
Supabase Vector offers a unified platform combining relational and vector data with seamless setup, security, and efficient management.
CockroachDB's geo-distribution feature is superior to traditional databases.
Manager, Software Engineering at a tech vendor with 10,001+ employees
We have Supabase basically as the host of most of our business relational database and user data, so since the client's applications are migrating to language model-empowered features, it is very useful, and we do not need to register for other database types.
Director at a tech services company with 1-10 employees
Supabase Vector is a managed service, so I do not need to worry about scaling the database and managing the infrastructure.
Senior Full Stack Engineer at a tech vendor with 11-50 employees
Supabase Vector has positively impacted my organization by significantly reducing our testing time.
Co-Founder & CTO at Mango Giraffe
 

Categories and Ranking

CockroachDB
Ranking in Vector Databases
17th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
13
Ranking in other categories
Relational Databases Tools (17th), Database Management Systems (DBMS) (10th)
Supabase Vector
Ranking in Vector Databases
6th
Average Rating
8.6
Reviews Sentiment
5.7
Number of Reviews
10
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Vector Databases category, the mindshare of CockroachDB is 1.8%, up from 0.3% compared to the previous year. The mindshare of Supabase Vector is 6.3%, down from 7.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vector Databases Mindshare Distribution
ProductMindshare (%)
Supabase Vector6.3%
CockroachDB1.8%
Other91.9%
Vector Databases
 

Featured Reviews

SC
Manager, Software Engineering at a tech vendor with 10,001+ employees
Provides developer-friendly environment with robust security and cost-efficiency
The platform should provide a UI feature where users have the ability to manage it. The CockroachDB platform should have a chatbot where users can inquire about pricing or seek solutions for queries, rather than relying on email support. The current UI only provides SQL playground, which is technical. There should be a UI playground where users with limited technical knowledge can run and update queries, similar to phpMyAdmin or Adminer. Latency optimization could be improved for globally distributed applications, particularly in query routing. For multi-region deployment, CockroachDB requires at least three plus replicas across data centers to achieve strong consistency across regions, which increases infrastructure costs including compute, storage, and networking. The disadvantages include cost-efficiency with multi-region deployment and schema migration speed, which should be faster compared to other drivers. The query optimizer should handle complex queries better through the UI interface.
Alberto Hidalgo - PeerSpot reviewer
Co-Founder
Vector search has reduced duplicate citizen proposals and empowers richer democratic participation
I had problems integrating the vector directly into Supabase, so I had to use Google Vertex to generate the embeddings and the information I needed in the database. It would be nice if all of this could be integrated all in one place with Supabase. I would prefer not to have to use a different or external tool to create these embeddings. It would be nice to have everything integrated in the same way. Apart from that, I think that is one of the cons I found, but it is basic. That was my main concern in that regard. My advice for others looking into using Supabase Vector is to take into account how you are going to create the embeddings, as it is not an option implemented straight away in Supabase. You will need to handle the embeddings with an external tool, so make sure to consider how these integrations are going to be made.
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Educational Organization
11%
University
7%
Comms Service Provider
6%
Comms Service Provider
13%
Educational Organization
7%
Financial Services Firm
7%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise1
Large Enterprise5
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What needs improvement with CockroachDB?
The platform should provide a UI feature where users have the ability to manage it. The CockroachDB platform should have a chatbot where users can inquire about pricing or seek solutions for querie...
What is your primary use case for CockroachDB?
We have been using CockroachDB for the last two years. From 2023, we started working on a product similar to Google Capture. We decided to work with CockroachDB with Hasura. Hasura is a UI for the ...
What advice do you have for others considering CockroachDB?
The tech support deserves a rating of nine out of ten. My overall rating for CockroachDB is 8 out of 10.
What is your experience regarding pricing and costs for Supabase Vector?
I do not feel anything special about the pricing, setup cost, and licensing; we just regularly pay whatever we need, and I do not feel much difference.
What needs improvement with Supabase Vector?
One improvement I feel Supabase Vector could benefit from is that Supabase SDK stands out when comparing with a conventional Postgres SDK, and it would be even nicer if we could have a more direct ...
What is your primary use case for Supabase Vector?
Our main use case for Supabase Vector is to use pgvector as the vector database solution to store our embeddings for large language model applications. A specific example of how I'm using Supabase ...
 

Comparisons

 

Overview

 

Sample Customers

Baidu, Kindred, Tierion, Heroic Labs, Gorgias
Information Not Available
Find out what your peers are saying about CockroachDB vs. Supabase Vector and other solutions. Updated: June 2026.
902,495 professionals have used our research since 2012.