--- title: "SingleStore Software Pricing, Alternatives & More 2026 | Capterra" description: "With the help of Capterra, learn about SingleStore Software - reviews, pricing plans, popular comparisons to other Database products and more." source_url: "https://www.capterra.com/p/143032/MemSQL/" page_type: "product" language: "en" publication_date: "2026-11-01" --- # SingleStore Software Review 2026: Features, Integrations, Pros & Cons Last updated on November 1, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[FAQs](#faqs)[Features](#features)[Pricing](#pricing)[Support](#support)[Reviews](#reviews) SingleStore ## What is SingleStore? SingleStore is headquartered in San Francisco and offers the SingleStore platform, which combines transactional, analytical, and vector data workloads in a real-time, unified, distributed SQL database that is MySQL and MongoDB wire protocol-compatible. SingleStore has offices in Sunnyvale, Seattle, Portland, Raleigh, Boston, London, Dublin, Lisbon, Kyiv, Hyderabad, and Singapore, with remote workers worldwide. It has hundreds of customers including 100+ Fortune 500, Forbes Global 2000, and Inc.5000 brands. ## What is SingleStore used for? [Database](https://www.capterra.com/database-management-software/)[Big Data](https://www.capterra.com/big-data-software/)[Data Management](https://www.capterra.com/data-management-software/) Top alternative Featured Overall rating Based on 39 user reviews Reviews sentiment Positive 95% Neutral 5% Negative 0% ### Starting price Free trial available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... Do you work for SingleStore?[Manage this product listing](https://www.g2.com/products/singlestore/claim_requests/new?auto=true) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### SingleStore 4.5 (39) VS. [4.6 (37)](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/reviews/) Starting Price Contact vendor Starting Price $0.01 Flat Rate, Per Month Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.5 (39) Ease Of Use 4.4 (473) Value For Money 4.2 (34) Value For Money 4.2 (336) Customer Service 4.3 (36) Customer Service 3.9 (310) ## SingleStore alternatives [MongoDB](https://www.capterra.com/p/127374/MongoDB/) [4.7 (473)](https://www.capterra.com/p/127374/MongoDB/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 99% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/127374/MongoDB/) [Snowflake](https://www.capterra.com/p/148267/Snowflake/) [4.7 (97)](https://www.capterra.com/p/148267/Snowflake/reviews/) Starting price $23.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 97% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/148267/Snowflake/) Highest Rated [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2,342)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [Oracle Database](https://www.capterra.com/p/5938/Oracle-Database/) [4.6 (473)](https://www.capterra.com/p/5938/Oracle-Database/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 94% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/5938/Oracle-Database/) [View all alternatives](https://www.capterra.com/p/143032/MemSQL/alternatives/) ## FAQs about SingleStore Overview ### Which roles and teams benefit most from SingleStore? SingleStore is most used by data engineers, software developers, database administrators, and systems architects managing data-intensive applications. Data teams build real-time pipelines and analytics workloads, while developers support transactional and event-driven services. DBAs oversee database performance and operations, and technology leaders monitor platform architecture, scalability, and product data needs. Answer based on 39 reviews Overview ### What company size and specific industries is SingleStore built for? SingleStore is designed for small businesses, mid-market companies, and large enterprises that need data infrastructure for business and technical teams. It targets business decision makers, IT leaders, app developers, database architects, data and software engineers, and general business users across a wide range of industries. Features and Usability ### What are the key features of SingleStore? SingleStore offers real-time data processing, data warehousing, and relational database management for storing and querying structured data. Core features include audit trail, authentication, monitoring, and access controls/permissions. It also supports backup and recovery, data integration, data replication, data discovery, and predictive analytics. Getting Started and Support ### What training and onboarding options does SingleStore offer? SingleStore offers in person training, live online sessions, webinars, and documentation to help teams get started. In person and live online formats support guided instruction, webinars provide scheduled group learning, and documentation gives written reference material for self-paced review and setup guidance. Answer based on 1 reviews Getting Started and Support ### What customer support options does SingleStore offer? SingleStore provides 24/7 live rep support and chat. Reviewer feedback is mixed: some users say the support team responds proactively and helps resolve issues, while others report difficulty reaching on-call help during severe incidents and want more guidance for using the product. Answer based on 4 reviews ## Features AI summary Based on 2,782 Database reviews Capterra data shows that buyers of database software rank the following features as their top priorities: - **Secure Data Storage** (**55%** of reviewers rated this feature as critical) - **Data Storage Management** (**52%**) - **Backup and Recovery** (**55%**) SingleStore supports **Data Storage Management** and **Backup and Recovery**, giving teams the tools to organize stored data efficiently and restore information when issues occur. However, it does not offer **Secure Data Storage**. Instead, it provides **Access Controls/Permissions** (**42%**), which can help limit who can view or change data. Together, these features help businesses manage database operations more effectively, reduce disruption from data loss, and give teams more control over data access. Data Storage Management 5.0 (3) 100.00% of 3 reviewers that rated this feature as important or highly important Manage and store data in a database Backup and Recovery 4.5 (2) 100.00% of 2 reviewers that rated this feature as important or highly important Create backups and provide methods to recover deleted/lost data Access Controls/Permissions 4.7 (3) 100.00% of 3 reviewers that rated this feature as important or highly important Define levels of authorization for access to specific files or systems Data Discovery 5.0 (3) 66.67% of 3 reviewers that rated this feature as important or highly important Discover and connect variety of data sources to the application for analysis Data Migration 4.3 (3) 100.00% of 3 reviewers that rated this feature as important or highly important Move from one database to another, or upgrade the version of database software being used High Volume Processing 4.3 (3) 66.67% of 3 reviewers that rated this feature as important or highly important Process and analyze large volume of data SingleStore 23 features ### All Features - Access Controls/Permissions: Define levels of authorization for access to specific files or systems - Audit Trail: A record of all activities within the system, including user access, changes made, etc. - Authentication: Verify the identity of users/devices to enable secure access - Backup and Recovery: Create backups and provide methods to recover deleted/lost data - Data Analysis Tools: Analyze survey results via statistical testing or crosstabs directly within the software - Data Dictionary Management: Stores definitions of the data elements and their relationships (metadata) and how they are retrieved for the user - Data Discovery: Discover and connect variety of data sources to the application for analysis - Data Integration: Combining data from different sources and providing a unified view - Data Migration: Move from one database to another, or upgrade the version of database software being used - Data Replication: Process of copying and storing data in more than one site or node - Data Security: Protect sensitive data for digital privacy - Data Storage Management: Manage and store data in a database - Data Virtualization: Retrieve and use data without requiring technical details about the data - Data Warehousing: Central repositories of integrated data from various sources - Database Conversion: Transformation of data from one format to another - High Volume Processing: Process and analyze large volume of data - Master Data Management: Verify, organize, manage & store enterprise data assets in a centralized repository - Monitoring: Observe and track the demand, usage, progress or quality of a system, product, or user - Multiple Programming Languages Supported: Run stored procedures and queries in multiple programming languages, such as JSON, Java, Python, Ruby, Perl, and SQL - Performance Analysis: Monitor and analyze the performance and status of a server or system/application - Predictive Analytics: Predict future data based on historical data sets - Real-Time Data: Receive data and information in real time - Relational Database Management: Database management based on relationships between data --- Get Advice We can help you find the software with the features you need. Features 4.5 (39) 4.5 Based on 39 reviews ## Pricing Value for money 4.2 (34) ### Starting price Free trial available Value for money 4.2 (34) 4.2 Based on 34 reviews Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ## Support, customer service and training options Customer Service 4.3 (36) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 4.3 (36) 4.3 Based on 36 reviews ## User reviews Overall rating 4.5 Based on 39 reviews Filter by rating Counts reflect reviews available in this feed. 5(23) 4(14) 3(2) 2(0) 1(0) Mentioned topic Recent reviews first, then most helpful Sujay K. Sr Manager, Data Engineering - Data & AI Used the software for: 1-3 years ### "Checked - One solution for Streaming Analytics on Big Data" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 December 31, 2019 Pros \- Super simple, we implemented the whole of our customer-facing streaming analytics data store in a 2-day hackathon - Natively integrates with AWS & other services (we are a multi-petabyte S3 shop with huge Kafka clusters) - Since most of it is SQL, anyone can hit the ground running in no-time, an ultra-low barrier to entry - We saw a sub-second response on a test case with 1000 concurrent heavy API calls (scanning billions of rows across many tables + window functions etc) along with applying RBAC functionalities on the fly - Incredibly fast out of the box, basic performance tuning will suffice 95% of use cases - Fantastic partners to work with, super helpful, we have access to their core engineering team, +100 on Customer engagement! Cons In my humble opinion, it solved a very unique hard problem for us elegantly (without having to compromise on any architectural or data principles). Problem of streaming analytics on high-velocity high volume data sets with sub-second API responses can be a handful. For me, this along with other use-cases they mention is their core strength. So anything beyond these capabilities is a "Nice to have" for me. Their roadmap covers most of what the community is asking - hot back-up's, better UI, modelling etc. DM Data Modeler Data Modeler Used the software for: 1-3 years ### "Thoughts on MemSQL" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 October 22, 2019 Our primary use case for MemSQL is an enterprise data lake, which will also serve as a staging area for MemSQL data warehouses. They are currently being developed and are not in production yet. We're learning things as we go, but in general, development is going well and we're satisfied with the product. Pros I appreciate that MemSQL is a distributed database that runs on commodity hardware and can be scaled out as opposed to some fixed, vendor-maintained appliances like Teradata. Columnstore is a valuable feature. Cons The product is not fully mature. Although it uses the MySQL protocol, it does not always work with MySQL-compliant products. Some administrative functions such as incremental, point-in-time, and object-specific backups and restore are lacking. MemSQL is making progress in these areas, but it still has room to grow. SD Software developer Software developer Used the software for: Less than 1 year ### "Single store database features and performance." 3.0 Overall Rating 3.0 3.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 7/10 August 22, 2022 I have worked with a project that based out of single store its holds like huge amounts of data and giving top notch performance for analysis and loading or transmission of data from one database to single store. Pros Single store basically is a mem-sql. Its comes with concept of shard key, partition and many more unique features that stand this out to any other relational databases. Its give a perfect SQL editor and faster query execution for sharding concept. Its store the data in either rows store or columns store based on the data set. The ease of exporting data from exiting My sql database and loading it into single store is very impressive it’s provided different kind of data loading concepts like data pipe like bloc file loading etc. Cons Some time the connection of the GUI database tools such as my sql workbench having some issues it’s required some additional configuration for it its a little headache for user.Dashboard part bit confusing its content lots pf details other then that its perfect performance wise and feather wise i can say. SA Senior Architect Senior Architect Used the software for: Less than 1 year ### "SUPERSONIC DB - SUPERB" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 October 11, 2019 I'll rate it at a full star. Having worked with almost all the databases, I can simply say it aces every database that I worked. The Transformation capabilities in LOAD command is something I have not seen anywhere which helps a lot along with capturing errors and rejects in the LOAD command. Pros Super fast and would have give a fair bit of competition to CONCORD Aircraft:). But seriously it is the Database of the new generation with huge potential for both On Premise and Cloud. High compatibility, resilience, scalability are some superb features to work on with it. Highly recommended to any Organization wanting to get rid of the Old fashioned drag on DBs. Cons I don't have any particular dislikes, but would love to see its own Client interface, inbuilt Data Modelling capabilities and a superb front end which can help potentially any Developers or Programmers to start the development from Day 1. Secondly I would also like to see a proper Blogging web portal to help developers resolve their queries, issues faster. TL Tech Lead Tech Lead Used the software for: 3-5 years ### "Very fast" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 September 6, 2019 Pros fast response, perfect for real time apps Cons documentation isnot too clear about what sits in memory and what on disk. even though all our tables were made to reside on disk, we were getting lots of usage alerts, took for ever to resolve. Nir L. VP R&D, DevOps, and Products Used the software for: Less than 1 year ### "Strong, robust and fast database engine" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 8/10 September 21, 2023 We are using SingleStore as our main database engine both for online transaction processing (OLTP) and for data warehousing. It has proved to be a robust database engine with great performance and many useful features. Pros Singlestore is a very strong relational database management system which produces very good results in terms of speed and robustness. It have many unique features that make it a good system for data consumption and processing. It is also API -compatible with MySQL dialect so you can use mysql-targeted tools to query data on SingleStore. Cons It's not the cheapest engine you could get but generally, in terms of cost-value ratio, I feel it's a good match. Also, backup on a self-hosted solution is not always easy to implement since it needs to backup large amounts of data. SS Senior Software Engineer Senior Software Engineer Used the software for: I used a free trial ### "A review of few features requested by SingleStore" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 3.0 3.0 Likelihood to Recommend 7/10 April 27, 2022 Note: This review was incentivized by SingleStore. I was paid to test few features, such as: Kafka integration, Ingestion and migration features. I was requested to write an honest review here after few hours and a 1 hour seminar. Therefore I do not have any significant experience with the tool, and this is like a newcomer's first experience review. Pros I loved the simplicity in general. It was easy to use the guides, and to follow the documentations I encountered. In some cases I dug a bit deeper just to try to find some mistakes, but for example the password is not displayed if I request the system to echo back the Kafka connection details I set up. It could have been a security issue, but they were obviously aware of this and they made sure it is not possible. The specific things I liked is the ingestion speed is lightning fast. And to set up a Kafka linked table (real time message data in a table!) is as easy as it can possibly be. Cons The support. The chat is although quick and efficient, I had no issue to explain that I want a copy of the "Replicate" tool, to do similar actions that was shown on a video. The agent confirmed he understood correctly what I said, and that he needs to escalate this as I was a trial user. But of course given I was hired by them they will probably make an exception. But I was shocked that a week later I got a very generic reply and a link to an unrelated page. Like only the higher topic was understood, and all my request to have a copy of the Replicate tool was lost. I reported my disappointment towards SingleStore, and after all they are working on improving this mow. It is uncomfortable to leave this story here but necessary to understand I believe that with Support you can have hiccups and you might need to repeat yourself. AV AVP AVP Used the software for: 3-5 years ### "MemSQL : Needs Time to Mature" 3.0 Overall Rating 3.0 3.0 Ease of Use 4.0 4.0 Features 3.0 3.0 Customer Service 2.0 2.0 Likelihood to Recommend 3/10 September 22, 2019 This is a good software but needs to mature more for an enterprise level Pros Similar to existing RDBMS Supports join In Box implementation with Spark Salable & manageable with memSQL ops Cons Security Features Consistency Overflow on Disk DE Devops Engineer Devops Engineer Used the software for: Less than 1 year ### "MemSQL-6 Administrator Training" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 September 11, 2019 MemSQL solves our DBMS need for fast updates to storage, alert on comp nodes and IP delivery. Pros When synchronizing permissions to child aggregators, only non-root users are affected. It has real-time processing features, and a child aggregator can be set as master if necessary. Cons If a leaf fails it takes the Matser Aggregator 10 seconds to promote the slave partitions from paired leaf. Syed Muneeb H. Lead Data Engineer Used the software for: Less than 1 year ### "Delivers more than expected!" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 April 26, 2022 The overall experience is super awesome! I would highly recommend this product for all sorts of data processing and analytical needs. The business problem that I face on day to day basis is the need for processing tons of data in minimal time to optimize the overall ETL operations and make the data available for further analysis to carry out necessary business-critical decisions. Therefore, I always feel the need to use a product that is not only easy to configure and use but also super-efficient in handling huge data volumes. Since we are progressing towards a more dynamic environment, I think we should be able to make a more robust and adaptable system that would allow systematic or data changes easy to build and configure. Pros Easy to configure and use. And on top of it, is the efficiency in which the SingleStorm delivers the results and displays the output. Cons Using SingleStorm is super easy. I have not found any shortcomings in the platform yet. [View all Reviews](https://www.capterra.com/p/143032/MemSQL/reviews/) ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Popular comparisons [Snowflake vs SingleStore](https://www.capterra.com/compare/143032-148267/MemSQL-vs-Snowflake)