Meilisearch vs Whoosh

A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.

Not the right match-up?
FeatureMeilisearchWhoosh
CategorySearch EnginesSearch Engines
LicenseMITBSD-2-Clause
LanguageRustPython
Setup difficultyEasyEasy
Min. RAM256 MB64 MB
Deploymentdocker, kubernetes, binarysource
GitHub stars★ 58,904★ 358
First released20182008
ReplacesAlgolia, ElasticsearchElasticsearch

Why pick each one

Choose Meilisearch if…

  • Extremely easy to set up
  • Fast and lightweight
Meilisearch details

Choose Whoosh if…

  • Zero infrastructure
  • Easy Python integration
Whoosh details

Frequently asked questions

Is Meilisearch or Whoosh better?

Neither is universally better. Meilisearch has the larger community; both share a easy setup difficulty, so the decision comes down to features and licensing.

Are Meilisearch and Whoosh free and open-source?

Yes. Meilisearch is licensed under MIT and Whoosh under BSD-2-Clause. Both can be self-hosted at no software cost.

Can I run Meilisearch and Whoosh with Docker?

Meilisearch: yes. Whoosh: check the project docs for container support.

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