tinysearch vs Vespa

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?
FeaturetinysearchVespa
CategorySearch EnginesSearch Engines
LicenseMITApache-2.0
LanguageRustJava
Setup difficultyMediumHard
Min. RAM64 MB4,096 MB
Deploymentbinary, sourcedocker, kubernetes, bare-metal
GitHub stars★ 2,953★ 7,043
First released20192017
ReplacesAlgoliaElasticsearch, Algolia

Why pick each one

Choose tinysearch if…

  • Released under the MIT license
  • Active community (3k GitHub stars)
  • Written in Rust
  • Tiny footprint — runs in 64 MB RAM
tinysearch details

Choose Vespa if…

  • Extremely powerful and scalable
  • Built-in ML ranking
Vespa details

Frequently asked questions

Is tinysearch or Vespa better?

Neither is universally better. Vespa has the larger community, while tinysearch is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.

Are tinysearch and Vespa free and open-source?

Yes. tinysearch is licensed under MIT and Vespa under Apache-2.0. Both can be self-hosted at no software cost.

Can I run tinysearch and Vespa with Docker?

tinysearch: check the project docs for container support. Vespa: yes.

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