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The default pick for instant, typo-tolerant search-as-you-type — fast to bolt on, but cost scales with records and queries.

Search and product discovery built specifically for ecommerce, optimized for conversion rather than generic relevance.

The battle-tested, do-everything search and analytics engine — powerful, but you own the cluster tuning and ops burden.

A lean, self-hostable engine that nails typo-tolerant relevance out of the box, minus Elasticsearch's operational weight.

The open-source, community-governed fork of Elasticsearch — same ELK-style feature set, none of Elastic's license terms.

Algolia-grade instant search you can self-host or run managed, with a simpler API and no per-record pricing surprises.