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Amazon Aurora vs SingleStore comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

Amazon Aurora
Average Rating
8.2
Number of Reviews
9
Ranking in other categories
Relational Databases Tools (10th)
SingleStore
Average Rating
8.8
Number of Reviews
7
Ranking in other categories
Database as a Service (DBaaS) (7th), Vector Databases (12th)
 

Mindshare comparison

While both are Databases solutions, they serve different purposes. Amazon Aurora is designed for Relational Databases Tools and holds a mindshare of 3.7%, down 4.3% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 1.2% mindshare, up 0.8% since last year.
Relational Databases Tools
Database as a Service (DBaaS)
 

Featured Reviews

Julius Mboya - PeerSpot reviewer
Aug 14, 2024
Offers features for day-to-day management of large-scale databases
There should be constant changes, which can be challenging to keep up with annually. The UAE evolves rapidly, and after just a two-month break, you might find that things have shifted around. It would be helpful to have a more structured way of introducing these changes. I like how Microsoft does it with Patch, where you know to expect updates regularly. If AWS implemented something similar, the update pattern would be more predictable. The only database issue we encountered was when we were using a read replica for both read and write operations. This sometimes caused the database to be slow, likely because the read queries weren’t optimized. However, the issue was resolved once we split the read and write operations into separate replicas, and everything has been smooth since then.
Hitesh Kunchakuri - PeerSpot reviewer
Dec 18, 2023
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.

Quotes from Members

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

Pros

"The most valuable feature of Amazon Aurora is SQL standardization, it doesn't have its own syntax which is good. It has a lot of hands-off self-management type of activities, such as log rolling and auto-scaling."
"The solution’s scalability is good since we don’t need to take a maintenance window during unpredictable workloads. I like the solution’s behind-the-scenes happenings. It is a great feature."
"We had better control over the parameters that we could tweak in terms of intermediate storage and better indexing capabilities."
"The most valuable feature is the ability to do multiple-read and single-write. These are the kinds of features that we were interested in, and Aurora takes care of that natively."
"The provision of custom read and write endpoints eliminates the need for managing a separate proxy load balancer."
"Aurora's compatibility with MySQL or PostgreSQL benefited our database management. The migration from on-premise MySQL to Aurora was similar, so we didn't need to change our source code."
"Amazon Aurora stands out for its ease of use in a managed environment, inbuilt security, continuous backups, numerous read replicas, multi-region automated replication, and seamless integration with other AWS services."
"The most valuable feature is that the maintainability is offloaded to the service provider. I don't have to maintain a database or do any administrative tasks, which comes in handy."
"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."
"The paramount advantage is the exceptional speed."
"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."
"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."
"The product's initial setup phase was pretty straightforward, with no complex processes."
"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."
"The product can automatically reinstall and reconfigure in case of a shutdown."
 

Cons

"The pricing could improve. It should be reduced."
"I would like to see performance insights on the database based on the queries. Currently, we use SolarWinds as the monitoring tool. I would like to leverage SolarWinds’ performance insights in AWS services. SolarWinds gives larger insights when we run performance issues."
"I would like to see more AI-related features in future releases."
"It would have been helpful if they had provided some benchmarking numbers."
"It is a bit costly. The features are quite good, and I wouldn't say it requires any technical improvements. But from a cost perspective, some clients wouldn't go for Aurora because of that."
"The product's distributed query process for MySQL needs improvement."
"There is improvement needed to have more developer focus. Additionally, it would be helpful to have a stand-alone solution outside of Amazon. Amazon has a tendency to favor developing web-based clients, which may not always provide the fastest or most responsive solution as desired."
"While Amazon Aurora meets your current scaling and storage needs, there is room for improvement in cryptography and scalability compared to other databases."
"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."
"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."
"We don't get good discounts in Pakistan."
"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."
"The product can be developed further to provide more appropriate output to users as it is one of the areas where there are shortcomings."
"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."
 

Pricing and Cost Advice

"There is no need to buy a license for the product. We can pay as per the use case."
"The price could be lower compared to its competitors."
"I would rate the pricing a six out of ten, with ten being expensive."
"The tool’s pricing depends on the instance type. For cost optimization purposes, we use the result instance category."
"It is quite expensive."
"It is an expensive solution."
"Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."
"SingleStore is a bit expensive."
"I would advise users to try the free 128GB version."
"They have two main options: cloud installation and bare-metal installation, each with different pricing models."
"The product's licensing is not expensive. It is comparable."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
27%
Computer Software Company
15%
Manufacturing Company
5%
Government
5%
Financial Services Firm
30%
Computer Software Company
14%
Manufacturing Company
6%
Retailer
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Amazon Aurora?
Aurora's compatibility with MySQL or PostgreSQL benefited our database management. The migration from on-premise MySQL to Aurora was similar, so we didn't need to change our source code.
What needs improvement with Amazon Aurora?
There should be constant changes, which can be challenging to keep up with annually. The UAE evolves rapidly, and after just a two-month break, you might find that things have shifted around. It wo...
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...
 

Comparisons

 

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Overview

 

Sample Customers

Dow Jones, Arizona State University, Verizon, Capital One, United Nations, Nielsen, Autodesk, Fanduel
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.
Find out what your peers are saying about Microsoft, Oracle, SAP and others in Relational Databases Tools. Updated: October 2024.
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