Distributed SQL database with HTAP capabilities.
Need to manage large-scale, high-availability systems without manual sharding.
Require real-time analytical insights directly from transactional production data.
Building applications that demand MySQL compatibility with massive horizontal scale.
The operational overhead of maintaining a distributed cluster may outweigh the benefits.
Overkill for projects that do not require distributed scaling or HTAP capabilities.
AI-powered tools that can replace or augment TiDB
TiDB is open-source and free to deploy, while PingCAP offers managed cloud services that follow a consumption-based pricing model suited for scalable enterprise workloads.