Microsoft Azure DocumentDB vs SingleStore comparison

Microsoft Azure DocumentDB

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Executive Summary

We performed a comparison between Microsoft Azure DocumentDB and SingleStore based on real PeerSpot user reviews.

Find out in this report how the two Database as a Service (DBaaS) solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Microsoft Azure DocumentDB vs. SingleStore Report (Updated: September 2026).

Microsoft Azure DocumentDB vs. SingleStore

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Helped 915,341 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

Microsoft Azure DocumentDB

Ranking in Database as a Service (DBaaS)

13th

Average Rating

8.8

Reviews Sentiment

5.4

Number of Reviews

Ranking in other categories

NoSQL Databases (15th)

SingleStore

Ranking in Database as a Service (DBaaS)

9th

Average Rating

8.8

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Vector Databases (9th)

Featured Reviews

Anish-Anand

Performance Test Professional at Happiest Minds

Reporting for global banking stakeholders has become seamless and supports diverse visual formats

All Microsoft applications, whether database or analytics, are a little costlier compared to Google products, and this is a barrier that needs to be crossed so that all its applications become more affordable. For example, startups typically go for free tools. Microsoft should offer these products for free to startups or perhaps free for the first year or two years, so that startups can use these applications, and once they grow bigger and have larger revenue, they can purchase it at a reasonable cost. All Microsoft tools need to cut down on their price and have a better strategy around pricing for the masses. If you sell only to ten customers, your revenue is lesser, but if you give something for free to some customers, two years down the line they will purchase it. Microsoft Azure DocumentDB still needs the ability to connect to other analytics easily without any additional integrator. For example, if I can connect to Google Analytics or other analytics that are not Microsoft tools using this database, that would be a good source of revenue. If I have already purchased Google Analytics in my company and I need a database, and Microsoft Azure DocumentDB can very easily connect or integrate to my Google Analytics, I would not have to think twice. Cross-company application connectivity is something that needs to be worked on.

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Kelvin Ben

Senior Software Engineer at Honeywell

Real-time analytics has transformed daily decisions and delivers fast dashboards from streaming data

The best features SingleStore offers include fast data recovery and data compression by 80 percent. Having the information in sheets helps me to process the information quickly. Simplicity in T-SQL is another aspect I appreciate. Data recovery and sheet-based processing help my team on a day-to-day basis by enabling us to handle information efficiently. I would like to add that the data compression by 80 percent helps us in an excellent way since we are very fast in obtaining the data for our dashboards and the compression of the information is great. SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone. It has been very helpful because our internal clients are happy to have the data and make data-driven decisions easily. Making decisions based on data within a two-hour delay to the transactional database is excellent since we went from twenty-four hours to two hours. I think the best contribution is decision-making with data that is close to reality. Reducing that delay from twenty-four hours to two hours has significantly affected my team and business outcomes by increasing productivity. We have been able to serve all our customers, and they are very happy. We can deliver to them on time.

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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

"One of the most appreciated aspects of Microsoft Azure DocumentDB is the elastic scaling feature which has significantly helped manage business growth for two customers who have employed it, experiencing a dramatic rise in improvement."

"The most beneficial features of Microsoft Azure DocumentDB that I noticed is that it appeared to be straightforward, it was ease of use, it was not complicated compared to some of the other tools that are out there, the teams were familiar with it, and it integrated well with other Microsoft products."

"Microsoft Azure DocumentDB is never down because of its scalability feature."

"The most valuable feature of Microsoft Azure DocumentDB in my daily work is the speed."

"Microsoft Azure DocumentDB has positively impacted my organization by allowing us to reduce database costs by 30%."

"We have immeasurable benefits mainly in reduced operational effort and the time saved on routine database administration."

"SingleStore has impacted my organization positively because the output and performance of the app have been improved."

"After moving to SingleStore, we definitely managed to speed things up and reduce costs because we do not need to have many tables split by month as in SQL Server."

"SingleStore's speed and scalability have made a significant difference for our team, as we scaled without major performance issues and reports, dashboards, and data segments that previously took much longer to generate are now produced in real time, which overall improves the user experience and helps teams access insights faster for operational and decision-making."

"SingleStore is a pretty good database engine set up to handle very large loads of both transactions and data, and it is very easy to use."

"SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone."

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

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

"The paramount advantage is the exceptional speed."

More SingleStore pros

Cons

"Microsoft gives you the base functionality which you can grow from, but some tools perhaps go a bit further because that is their only focus or niche."

"It is a bit expensive, especially concerning the elastic scale."

"Maybe in the future, I would like to see relationships between one document set and another document set."

"All Microsoft applications, whether database or analytics, are a little costlier compared to Google products, and this is a barrier that needs to be crossed so that all its applications become more affordable."

"Microsoft Azure DocumentDB could be improved with more straightforward cost and performance optimization guidance, especially for understanding resource usage and selecting the right configuration for different workloads."

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

"I have noticed that SingleStore can be improved because the integration of SingleStore with DataDog is not good."

"In my opinion, SingleStore could be improved, and we are talking about this directly with SingleStore."

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

"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."

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

"SingleStore can be improved in the aspect that the Azure pipelines do not have many parameterization features compared to others, for example, AWS."

More SingleStore cons

Pricing and Cost Advice

Information not available

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

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

"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."

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

27%

Comms Service Provider

Computer Software Company

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	7
Large Enterprise	5

Questions from the Community

What needs improvement with Microsoft Azure DocumentDB?

I think perhaps in some aspects the documentation could be better, as well as the integration with Azure Backup to improve Microsoft Azure DocumentDB.

What is your primary use case for Microsoft Azure DocumentDB?

My main use case for Microsoft Azure DocumentDB is when we modernize applications that use MongoDB on-premise and move them to Azure using DocumentDB. By doing this migration to Microsoft Azure Doc...

What advice do you have for others considering Microsoft Azure DocumentDB?

I would rate this product an 8 out of 10.

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

The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.

What needs improvement with SingleStore DB?

In my opinion, SingleStore could be improved, and we are talking about this directly with SingleStore. I have a relationship with their employees who are in California, and we are gradually improvi...

What is your primary use case for SingleStore DB?

The primary use case for SingleStore in my company is a project to migrate a large system from MS SQL to SingleStore. Specifically, I am currently migrating the data insert process from MS SQL Serv...

MongoDB Atlas vs SingleStore

Comparisons

No data available

Compared 8% of the time

Amazon RDS vs SingleStore

Compared 6% of the time

CockroachDB vs SingleStore

Compared 5% of the time

Redis vs SingleStore

Compared 5% of the time

Cassandra vs SingleStore

Compared 4% of the time

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Product Reports

Microsoft Azure DocumentDB

Download Microsoft Azure DocumentDB product report

Download SingleStore product report

Overview

Microsoft Azure DocumentDB is a scalable, fully managed NoSQL database service designed to handle demanding workloads through a schema-free document data model.

It is tailor-made for applications requiring scale and performance, supporting JSON documents with rich querying capabilities. The service integrates easily with Azure's ecosystem, offering automatic indexing and multi-region replication, which may be appealing for businesses focused on global reach and real-time analytics. DocumentDB shifts the focus from infrastructure management to application development, highlighting its value for developers.

What are the key features of Microsoft Azure DocumentDB?

Global Distribution: Offers automatic multi-region replication, enhancing data availability.
Schema-Free Data Model: Facilitates handling of dynamic data without predefined schemas.
Rich Querying Support: Enables complex queries with SQL-like syntax.
Automatic Indexing: Saves time by automatically indexing every document added to the database.
High Throughput: Designed to scale horizontally, offering elastic performance levels.

What benefits or ROI should users expect?

Scalability: Supports growth without service interruptions, reducing operational hurdles.
Cost Efficiency: Pricing model aligns with usage, optimizing budget allocation.
Developer Productivity: Emphasis on a development-friendly approach increases focus on value creation.
Security: Advanced measures protect data integrity and access control.

Microsoft Azure DocumentDB is implemented in industries requiring high-throughput workloads and reliable data handling, such as finance, e-commerce, and IoT. By enabling consistent performance and secure data processing, it can meet market demands efficiently. In retail, DocumentDB handles real-time inventory management, while in finance, it supports transaction monitoring, reflecting its versatility across different sectors.

Microsoft

SingleStore delivers the performance you need for enterprise AI, providing the most performant data platform for apps and analytics at scale. SingleStore enables organizations to scale from one to one million customers in one unified platform. SingleStore offers transparent pricing as shown here https://www.singlestore.com/pricing/

SingleStore caters to over 400 customers globally, including major banks and tech companies in 50+ countries and 40+ verticals. It offers seamless scaling for both transactional and analytical workloads, simplifying data management with its MySQL compatibility and real-time processing capabilities. SingleStore's distributed architecture ensures speed and reliability, efficiently handling large data volumes.

What are the key features of SingleStore?

MySQL Compatibility: Eases the learning curve for users.
Built-in Pipelines: Connects to S3, Kafka, and more.
High Concurrency: Processes billions of records swiftly.
Replication & Failover: Enhances speed and reliability.
In-memory Storage: Ensures data safety and quick access.

What benefits can users find in SingleStore reviews?

Automatic Reconfiguration: Simplifies management tasks.
Impressive SQL Performance: Supports complex queries efficiently.
Scalability: Handles large datasets with a multi-node setup.

Top banks and fintech companies leverage SingleStore for efficient management of financial data, while media and telecom industries use it for scalable metadata management and improved data processing. Retail and eCommerce sectors benefit from enhanced transactional capabilities, reducing the need for separate databases and optimizing reporting processes. SingleStore's capacity to unite diverse workloads makes it a strategic choice across many sectors.

Sample Customers

Information Not Available

400+ customers including: 6sense, Adobe, Akamai, Ant Money, Arcules, CARFAX, Cigna, Cisco, Comcast, DELL, DBS Bank, Dentsu, DirectlyApply, EY, Factors.AI, Fathom Analytics, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, impact.com, Kroger, LG, LiveRamp, Lumana, Nvidia, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, SegMetrics, Siemens, SiteImprove, SiriusXM, SK Telecom, SKAI, SONY, STC, SunRun, TATA, Thorn, ZoomInfo.

Microsoft Azure DocumentDB vs. SingleStore