Review MeiliSizer side-by-side matrix comparisons of LMDB mmap vs C++ resident memory and flat DDR5 NVMe compute vs metered SaaS search clouds.
Both Meilisearch and Typesense deliver sub-15ms typo-tolerant instant search, yet their underlying storage architectures (LMDB Mmap vs Resident C++ Heap) behave completely differently when your catalog doubles.
Algolia pioneered instant search, but charging $0.50 to $1.00+ per 1,000 keystrokes turns successful traffic growth and scraper spikes into $30,000+/year infrastructure bills.
Meilisearch is single-binary MIT open-source software. Should you pay $300–$1,100/mo for Meilisearch Cloud quotas, or deploy the exact same v1.11 Docker container on 16GB–32GB DDR5 KVM?
Typesense Cloud avoids per-search fees, which is great — but it charges steep hourly markups on RAM plus ~$0.09–$0.12/GB data transfer out, which adds up fast when returning rich JSON facets 50M times a month.