SingleStore Helios
8.1#1 in analytics databasesFree planFree planWebAPILinuxmacOS
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| Fact | SingleStore Helios | Vald |
|---|---|---|
| Product | SingleStore Helios is a cloud database-as-a-service available on leading public clouds. | Vald is a highly scalable distributed approximate nearest neighbor engine for dense vector search. |
Helios suits teams needing a cloud database for transactional and analytical workloads, including those working with varied data types or AI workloads. The free Shared workspace is aimed at evaluation, development, and non-production use.
Vald is for developers and teams building dense-vector search systems who can deploy and operate Kubernetes-based software. It may suit projects needing asynchronous indexing, horizontal scaling, or replica management.