CockroachDB vs SingleStore comparison

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CockroachDB

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Executive Summary

We performed a comparison between CockroachDB and SingleStore based on real PeerSpot user reviews.

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To learn more, read our detailed Relational Databases Tools Report (Updated: December 2024).

Relational Databases Tools

December 2024

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Categories and Ranking

CockroachDB

Average Rating

8.0

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

Relational Databases Tools (11th)

SingleStore

Average Rating

8.8

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (7th), Vector Databases (13th)

Mindshare comparison

While both are Databases solutions, they serve different purposes. CockroachDB is designed for Relational Databases Tools and holds a mindshare of 3.1%, up 2.3% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 1.3% mindshare, up 0.8% since last year.

Relational Databases Tools

Database as a Service (DBaaS)

Featured Reviews

Antonio Tringali

Software Engineer at a consultancy with self employed

Open source with extensive documentation and a University for training

I am a freelancer. A client of mine wanted a solution that would allow them to scale yet not abandon the familiar PostgreSQL front-end (and rewrite a part of their source code). Scalability aside, CockroachDB is a fine way forward from PostgreSQL and is not changing the client source code part of the system. If you are lucky and you do not use newer features from recent versions of PostgreSQL or PostgreSQL extensions, it's fine. There are nice-to-have features for big organizations like regional tables. At the moment, my client simply does not use these. However, the serverless offer from CockroachDB is reacting well as data grows.

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Hitesh Kunchakuri

Associate Consultant at University of California at Davis

A reasonably priced product that offers good speed and seamless support

Currently, I can't think of any areas that require improvement because SingleStore was recently launched in the market. The product can be developed further to provide more appropriate output to users as it is one of the areas where there are shortcomings. The current SingleStore model provides output based on the RANK function. If a user searches for a liquor bottle, then with all the data the product has, it will search for the liquor bottle in the data, and based on a match, the product has an algorithm to rank the product because of which the paragraph that has the best match will be ranked as a 100, the next one as 99, following which the next product will be ranked as 98 and so on. The output from the solution will fetch you all the 100 products that are available in a store, but sometimes a user might require a product with a 97 or 98 percent match from the DB, meaning the product doesn't always work to provide a 100 percent match, an area I feel that can be optimized in the product. Currently, SingleStore's features are excellent as it can read documents, images, and everything. The product works seamlessly for me.

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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

"The initial setup and deployment are simple."

"The most valuable feature is that CockroachDB is a distributed database, which can deploy nodes running in different regions."

"The most valuable features of the solution are its resiliency features and the geo-partitioning capabilities."

"The best feature of CockroachDB is the ability to keep the nodes in different locations."

"The subset of SQL that my client is using is completely supported."

"CockroachDB is highly reliable."

"The tool's most valuable feature is node syncing, which takes only 0.54 milliseconds."

"The availability and the easy to use feature is the most valuable. The documentation is also good."

More CockroachDB pros

"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."

"The product's initial setup phase was pretty straightforward, with no complex processes."

"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."

"The product can automatically reinstall and reconfigure in case of a shutdown."

"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."

"The paramount advantage is the exceptional speed."

"It's a distributed relational database, so it does not have a single server, it has multiple servers. Its architecture itself is fast because it has multiple nodes to distribute the workload and process large amounts of data."

Cons

"CockroachDB needs to improve store processes."

"Cockroach does not support all types of protocols. I need to improve it myself to support a CouchDB on my network."

"We are looking for more features to support distributed high availability and geo-partitioning."

"I find the serverless offer a bit confusing."

"The platform could be more extensible."

"I think the engine itself could be improved. If you miss a partition key, it should be able to be modeled. This is where AI could be really helpful. For example, if a user is from Australia, the system should know to look for their data there first instead of searching in the US or another continent."

"The closer they can make CockroachDB to being completely compatible with Postgres, the better. It's almost compatible, but not completely. If it was, it would be nice to just be able to use Postgres libraries without any fiddling."

"I would like CockroachDB to have more compatibility with PostgreSQL, especially with the connection string and technical integrations."

More CockroachDB cons

"For new customers, it's very tough to start. Their documentation isn't organized, and there's no online training available. SingleStore is working on it, but that's a major drawback."

"We don't get good discounts in Pakistan."

"Having the ability to migrate servers using a single command would be extremely beneficial."

"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."

"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."

"The product can be developed further to provide more appropriate output to users as it is one of the areas where there are shortcomings."

"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."

Pricing and Cost Advice

"The platform is affordable even for the enterprise version. It provides value for investment in terms of performance."

"The solution's pricing is not cheap. However, the good thing is that customers are willing to pay for it if they want it."

"I've used CockroachDB at a small scale on the free accounts because we are only testing."

"The product's price depends on the user's company and the contract model they enter into with CockroachDB. Depending on the contract model one enters into with CockroachDB, the product may or may not be expensive."

"The pricing is good but can be made cheaper. I would rate the pricing a five out of ten."

"SingleStore is a bit expensive."

"The product's licensing is not expensive. It is comparable."

"I would advise users to try the free 128GB version."

"Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."

"The price of the product is okay compared to the other available solutions in the market. SingleStore is a reasonably priced product, considering the functions it offers."

"They have two main options: cloud installation and bare-metal installation, each with different pricing models."

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Top Industries

By visitors reading reviews

Financial Services Firm

40%

Computer Software Company

14%

Retailer

Manufacturing Company

Financial Services Firm

30%

Computer Software Company

14%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about CockroachDB?

The subset of SQL that my client is using is completely supported.

What needs improvement with CockroachDB?

I would like CockroachDB to have more compatibility with PostgreSQL, especially with the connection string and technical integrations.

What is your primary use case for CockroachDB?

I am studying how to deploy CockroachDB and YugaByteDB, and learning some basic information about them. I am testing these databases as part of my school application to find a suitable database for...

What do you like most about SingleStore DB?

The paramount advantage is the exceptional speed.

What is your experience regarding pricing and costs for SingleStore DB?

Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure. While building an on-premise cluster incurs an initial cost for servers with ample RAM...

What needs improvement with SingleStore DB?

There's a noteworthy consideration when it comes to collecting massive amounts of data. It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation...

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Product Reports

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CockroachDB

December 2024

Download SingleStore product report

November 2024

Learn More

Cockroach

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Overview

CockroachDB is a distributed SQL database built on a transactional and strongly-consistent key-value store. It scales horizontally; survives disk, machine, rack, and even datacenter failures with minimal latency disruption and no manual intervention; supports strongly-consistent ACID transactions; and provides a familiar SQL API for structuring, manipulating, and querying data.

CockroachDB is inspired by Google’s Spanner and F1 technologies, and it’s completely open source.

SingleStore enables organizations to scale from one to one million customers, handling SQL, JSON, full text and vector workloads — all in one unified platform.

Sample Customers

Baidu, Kindred, Tierion, Heroic Labs, Gorgias

6Sense, ADNOC, Adobe, Akamai, CARFAX, Cigna, Cisco, Comcast, DBS Bank, Dell, Dentsu, EY, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, Kakao, Kroger, LG, LiveRamp, Lumana, NBC, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, Siemens, SiriusXM, SK Telecom, SKAI, Sony, State Street Financial, STC, SunRun, TATA, Thorn, and ZoomInfo.