Algolia vs Typesense vs Meilisearch vs Sprigr.
Choosing a search engine depends on your scale, budget, privacy requirements, and where you want search to run. Here is an honest comparison of the four leading options.
Architecture, performance, cost and features.
| Algolia | Typesense | Meilisearch | Sprigr | |
|---|---|---|---|---|
| Type | Cloud SaaS | Self-hosted / Cloud | Self-hosted / Cloud | Hosted API + client-side mode |
| Core language | C++ | C++ | Rust | Compiled (Rust) |
| Open source | No | Yes | Yes | No |
| Search latency | 20-200ms | 5-50ms | 5-50ms | <10ms client-side; tens of ms hosted |
| Client-side search | No | No | No | Yes |
| Pricing | Per-query + per-record | Per-server (self-host free) | Per-server (self-host free) | Flat fee |
| Free tier | 10K searches/mo | Open-source (self-host) | Open-source (self-host) | Yes, 1K objects |
| Built-in analytics | Separate product | No | No | Yes |
| GDPR / Privacy | Queries on Algolia servers | Self-host possible | Self-host possible | Queries local in client-side mode; records hosted per tenant on Cloudflare |
| Typo tolerance | Yes | Yes | Yes | Yes |
| Faceted filtering | Yes | Yes | Yes | Yes |
| Hybrid semantic search | Yes (AI Re-Ranking) | Yes (vector search) | Yes (vector search) | Yes (RRF hybrid) |
| Offline support | No | No | No | Yes |
Individual overviews.
Algolia
Algolia is the most established hosted search service, trusted by thousands of companies for large-scale search. It provides a fully managed cloud API with global infrastructure, AI-powered features including dynamic re-ranking and personalization, and a rich ecosystem of frontend libraries like InstantSearch.js.
The trade-off is cost. Algolia charges per search operation and per record, which can add up quickly at scale. Analytics is available as a separate paid product. For teams that need enterprise-grade features, dedicated support, and proven reliability at massive scale, Algolia remains the industry leader.
Typesense
Typesense is an open-source search engine written in C++ that focuses on performance and developer experience. It can be self-hosted or run on Typesense Cloud. With in-memory indexing and efficient data structures, Typesense achieves search latencies of 5-50ms on well-provisioned hardware.
The open-source model means you can run Typesense for free on your own servers. The trade-off is operational overhead: you manage provisioning, scaling, backups, and updates yourself. Typesense Cloud removes that burden but adds hosting costs. It does not include built-in analytics or a client-side search option.
Meilisearch
Meilisearch is an open-source search engine written in Rust, designed for simplicity and ease of setup. It prioritizes developer experience with an intuitive API, sensible defaults, and minimal configuration. Meilisearch is a good choice for teams that want fast, typo-tolerant search without spending time on tuning.
Like Typesense, Meilisearch can be self-hosted for free or run on Meilisearch Cloud. It supports features like faceting, filtering, and multi-language search. The main limitations are the lack of built-in analytics and the operational requirements of self-hosting. Search latencies are typically 5-50ms depending on infrastructure.
Sprigr
Sprigr is a hosted search API on Cloudflare's network with an optional client-side mode. In client-side mode the browser downloads a compact binary index once and answers every query locally: no network round-trip per query, no server to provision, no per-query cost.
Client-side mode works best for indexes of up to tens of thousands of records, since the index has to fit in the browser; larger indexes query the hosted endpoint, up to 500,000 objects on the Scale plan. Built-in click and conversion analytics, a flat-fee pricing model, and a REST API plus the @sprigr/browser package make it the simplest option to deploy.
Match your priorities to the right tool.
-
Choose Algolia if you need…
Enterprise scale with hundreds of millions of records. AI-powered re-ranking and personalization features. Dedicated support with formal SLAs. A proven, mature ecosystem with extensive frontend libraries.
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Choose Typesense if you need…
Open-source, self-hosted search with low server-side latency. Full control over your infrastructure and data. A performant C++ engine that you can tune and customize. Cost-effective search at moderate to large scale.
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Choose Meilisearch if you need…
Developer-friendly, open-source search with minimal configuration. Simple setup and sensible defaults out of the box. Rust-based performance with multi-language support. A welcoming community and straightforward documentation.
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Choose Sprigr if you need…
A hosted search API with an optional client-side mode that answers queries in the browser. Zero per-query costs with flat-fee pricing. In client-side mode, queries stay on the user's device after a one-time index download, so search keeps working offline with sub-10ms latency.
Questions
Which search engine is best for a small to medium website?
For sites with up to tens of thousands of records, Sprigr offers the simplest setup and lowest ongoing cost. Push your records to the REST API, then query the hosted endpoint or load the @sprigr/browser package for client-side search with sub-10ms latency and zero per-query fees. For open-source options, Meilisearch is the most developer-friendly if you are comfortable self-hosting.
Is Typesense really faster than Algolia?
Typesense reports median search latencies of 5-50ms on self-hosted hardware, which can be comparable to or faster than Algolia's 20-200ms cloud latency. However, actual performance depends on your dataset, hardware, and geographic distance to the server. Sprigr's client-side mode sidesteps this because queries run locally after a one-time index download; hosted Sprigr queries typically return in tens of milliseconds.
Can I switch between these search engines later?
Yes, though the effort varies. Algolia, Typesense, and Meilisearch all use similar JSON record formats. Sprigr specifically provides an Algolia-compatible API to ease migration. The main work is usually updating the frontend integration code rather than reformatting data.
Which search engine is best for privacy and GDPR compliance?
In Sprigr's client-side mode, search queries run locally in the user's browser after a one-time index download, so no query is sent to a server. Your records are hosted on Cloudflare's network, isolated per tenant. Typesense and Meilisearch can also be private if you self-host them on your own infrastructure within the appropriate jurisdiction. Algolia processes queries on their cloud servers, which may require additional GDPR considerations.
Do any of these search engines work offline?
Only Sprigr's client-side mode supports offline search. Because the engine and the downloaded index run in the browser, search keeps working without a network connection after the initial load. Algolia, Typesense, and Meilisearch all require a network connection to reach their servers for every query.
See client-side search for yourself.
Create an index, import your first records, and query it from the browser.