Performance: Users consistently praise SingleStore for its exceptional performance, especially for handling large-scale real-time analytics, OLTP (Online Transaction Processing), and big data workloads. It allows seamless execution of complex analytical queries while also supporting transaction processing​

Ease of Integration: The platform is MySQL compatible, making integration straightforward with existing tools and connectors. This compatibility helps businesses migrate from other databases with minimal disruption

Versatility: Many reviewers highlight the software's ability to manage both in-memory and disk-based tables efficiently, catering to diverse business use cases​

Support: SingleStore's technical and customer support receives high ratings, with users appreciating the proactive and knowledgeable assistance provided​

Ease of Use: The platform's user-friendly interface and documentation make it accessible to a range of users, including those with limited technical expertise

Cost: Several users find the pricing of SingleStore's self-hosted instances high, especially for smaller organizations or those not fully utilizing its advanced capabilities

Backup and Recovery Limitations: While improving, users report challenges with configuring backups and note a lack of robust incremental backup options

Memory Management: There are concerns about limited visibility into memory management and cluster settings, which could be better addressed through improved UI tools

Documentation: While generally functional, external documentation and resources for troubleshooting are considered limited, posing a challenge for more complex configurations​