Hosted search gets expensive once every autocomplete call and filtered query counts toward a vendor bill. Elasticsearch and Elastic Cloud remove that usage pricing, but they add JVM tuning, cluster management, and a larger operations footprint than many product teams want for application search.
Typesense gives teams a self-hosted engine focused on fast relevance, low-latency APIs, and straightforward deployment. It works best when you need production search for products, docs, marketplaces, or internal tools without outsourcing query volume or infrastructure control.