Sprigr vs Meilisearch: managed vs self-hosted search.
Meilisearch is a popular open-source search engine known for its developer-friendly API and excellent typo tolerance. But it requires a server to run. Sprigr is fully managed, and its client-side mode compiles the same engine to WebAssembly so the browser can answer queries locally after a one-time index download. No server to run, no infrastructure, no per-query costs.
Head to head
How Sprigr's hosted API and client-side mode compare to Meilisearch's self-hosted engine.
| Sprigr | Meilisearch | |
|---|---|---|
| Architecture | Hosted API + client-side mode (WebAssembly) | Self-hosted server (Rust) |
| Search latency | <10ms client-side; tens of ms hosted | ~20-50ms (network round-trip) |
| Infrastructure | None required | Server required (or Meilisearch Cloud) |
| Pricing model | Flat fee, no per-query costs | Free (self-hosted) / Cloud plans |
| Free tier | Yes, 1K objects | Free (self-hosted) / Cloud 14-day trial |
| Data privacy | Queries local in client-side mode; records hosted per tenant on Cloudflare | Data on your server or Meilisearch Cloud |
| Offline support | Yes. Yes | No. No |
| Setup complexity | REST API + @sprigr/browser package | Server install + API integration |
| Typo tolerance | Yes. Yes | Yes. Yes (excellent) |
| Hybrid semantic search | Yes. Yes (keyword + vector RRF) | Yes. Yes (vector search) |
| Index size limit | Tens of thousands in client-side mode; up to 500K objects hosted | Millions of records |
| Open source | No. No | Yes. Yes (MIT license) |
When to choose Sprigr
Sprigr is the better fit when these priorities matter most to your project.
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You want zero infrastructure and zero per-query costs
Meilisearch requires a running server, whether you self-host or use Meilisearch Cloud. That means provisioning, monitoring, and paying for infrastructure. Sprigr is fully managed on Cloudflare's network, and in client-side mode queries run in the browser. There is no server for you to manage, no uptime to guarantee, and no cost per search query. Your expenses stay flat regardless of traffic.
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Privacy is non-negotiable
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 or logged externally. Your records are hosted on Cloudflare's network, isolated per tenant. Self-hosted Meilisearch processes every query on a server that you must secure and audit.
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You need instant results with no network dependency
In client-side mode, every Sprigr query runs as local computation inside the browser. There is no network hop, no DNS lookup, no TLS handshake. Results appear in under 10 milliseconds regardless of the user's connection quality. Client-side mode works offline and on slow mobile connections. Hosted queries typically return in tens of milliseconds.
When to choose Meilisearch
Meilisearch is a strong open-source project. Here is where it has genuine advantages.
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You have large datasets and need server-side scale
Meilisearch can handle millions of records on a single server instance. Sprigr's client-side mode suits indexes of up to tens of thousands of records because the index must fit in the browser, and hosted plans top out at 500,000 objects. If your catalog, knowledge base, or document corpus exceeds that, Meilisearch's server-side architecture is a natural fit.
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You want open source and full control
Meilisearch is fully open-source under the MIT license. You can inspect the code, fork it, contribute to it, and run it on any infrastructure you control. If your organization requires open-source licensing, the ability to audit search internals, or the freedom to modify the engine, Meilisearch gives you complete ownership.
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You want an active open-source community
Meilisearch has a growing community with thousands of contributors, active forums, and regular releases. The project is backed by venture capital funding, which means a dedicated full-time team working on features, bug fixes, and documentation. If community support and ecosystem maturity matter to your decision, Meilisearch has a strong track record.
Migrating from Meilisearch to Sprigr
Both Meilisearch and Sprigr use JSON documents as their record format, so your data is already in a compatible structure. Export your documents from Meilisearch using its built-in document export, then push them to Sprigr via the REST API. Sprigr's Algolia-compatible API accepts standard JSON objects with searchable and filterable attributes.
On the frontend, you point your Meilisearch client calls at the Sprigr endpoint, or install the @sprigr/browser package for client-side mode, where the index is downloaded once and queries run locally in the browser. The result is simpler code, fewer network dependencies, and no server to keep running.
If you currently rely on Meilisearch features like faceted search, filtering, and sorting, Sprigr supports equivalent functionality through its faceting and filtering API. Typo tolerance and relevance ranking work out of the box with no additional configuration required.
What switching saves you
- meilisearch $0+ self-hosted
Free to self-host, but you pay for servers, monitoring, scaling, and maintenance. Meilisearch Cloud is usage-based from $20/mo after a 14-day trial.
- sprigr $49/mo flat
Zero ops. Fully managed edge deployment. Unlimited searches. Free tier: 1K objects.
Questions
Is Meilisearch free?
Meilisearch is open-source and free to self-host under the MIT license. You can run it on your own server at no software cost, though you still pay for the server infrastructure (compute, storage, bandwidth). Meilisearch Cloud has a 14-day free trial rather than a permanent free tier, with usage-based plans from $20 per month. Sprigr also has a permanent free tier (1,000 objects) with paid plans starting at $49 per month.
Does Meilisearch work in the browser?
No. Meilisearch is a server-side search engine written in Rust. It runs as a standalone process on a server and exposes a RESTful API that your frontend queries over the network. Sprigr is a hosted API that also ships a client-side mode: the same engine is compiled to WebAssembly, the browser downloads the index once, and queries run locally. In that mode search works offline with no network latency per query, and you never run server infrastructure in either mode.
How does Meilisearch Cloud pricing compare to Sprigr?
Meilisearch Cloud pricing is usage-based on documents and searches (or resource-based per instance), starting at $20 per month, with costs increasing as your data and traffic grow. Self-hosted Meilisearch avoids software costs but requires you to pay for and maintain server infrastructure. Sprigr uses flat-fee pricing with no per-query charges. Searches are unlimited on every plan. Sprigr's free tier includes 1,000 objects permanently, and paid plans start at $49 per month with predictable billing.
Which has better typo tolerance?
Both engines provide strong typo tolerance out of the box. Meilisearch is particularly well regarded for its typo handling, using a prefix-based approach with configurable tolerance levels that feels natural to end users. Sprigr also supports fuzzy matching with configurable thresholds. For most use cases, both engines deliver excellent results on misspelled queries without requiring custom configuration.
Can I migrate from Meilisearch to Sprigr?
Yes. Both engines use JSON documents as their record format, so your data structure translates directly. Export your documents from Meilisearch, then push them to Sprigr via the Algolia-compatible REST API. Features like faceted filtering, sorting, and typo tolerance have equivalents in Sprigr. Most migrations involve adapting your API calls rather than restructuring your data.
Try Sprigr Search for free.
No server to manage, ever.