Overview

Full-text search combines typo tolerance with relevance ranking, helping keep results useful when queries are imperfect. Hybrid search adds semantic understanding alongside keyword precision, while vector search broadens retrieval beyond keyword matching. Typical workloads return results in under 50 milliseconds, and automatic language detection and smart tokenization support more than 30 languages.

Faceted, federated, multimodal, personalization and conversational search extend the product beyond a basic search box. That breadth can serve product search, SaaS applications, media, knowledge bases and enterprise use cases, though teams with a narrowly defined search need may find more capability than they require.

Key features

Retrieval and integrations

Meilisearch provides RAG infrastructure with hybrid retrieval and LangChain support, making it relevant to teams building retrieval-augmented applications as well as conventional search. Official SDKs, plugins and integrations cover JavaScript, Python, PHP, Ruby, Go, Rust, Java, .NET, Swift and Dart. The REST query interface gives application developers a direct way to connect search to their software.

Deployment and security

Teams can run Meilisearch on their own infrastructure or use its cloud service. The self-hosted option avoids a product usage limit but leaves updates, backups and scaling to the operator, so it is a better fit for teams prepared to manage infrastructure. Cloud includes email support; Enterprise adds dedicated resources and a dedicated Slack support channel. Meilisearch's Trust Center describes encryption, continuous monitoring, regular assessments, GDPR measures and SOC 2 Type 2 compliance.

Pricing

The freemium model gives teams a free self-hosted route and a paid managed option. Which is cheaper in practice depends on whether a team can absorb infrastructure costs and operational work or prefers usage- or resource-based cloud billing.

Self-hosted: 0.00 USD per free. The MIT-licensed software can be deployed on your own infrastructure with no usage limits. It suits teams that want control and can handle updates, backups and scaling; infrastructure costs remain theirs.
Cloud: 20.00 USD per month, starting at $20/month. A 14-day free trial requires no credit card. Billing is usage-based or resource-based, and email support is included. It fits teams who want a managed service, though the starting price does not make ongoing costs fixed.
Enterprise: Custom pricing. The plan includes custom infrastructure, dedicated resources, up to 99.999% uptime SLA, dedicated Slack support, SSO SAML and SOC 2 compliance. It is aimed at organizations that need dedicated capacity and enterprise provisions rather than a published entry-level price.

Platforms

Meilisearch supports API access, Linux, macOS, Windows, web and self-hosted deployment. Official binaries support Windows Server 2022 and later, macOS 12 and later, and Linux distributions using amd64/x86_64 or aarch64/arm64 with glibc 2.35 or later. Those requirements matter when choosing a host: older operating systems or other Linux configurations are outside the stated binary support.

Who it's for

Meilisearch is a strong fit for teams building search into commerce, SaaS, media, knowledge bases or enterprise applications, particularly when multilingual queries, hybrid retrieval or RAG matter. It also gives teams room to start self-hosted and take on more operational work in exchange for avoiding product usage limits. Teams seeking a hands-off service can choose cloud, while those needing dedicated resources and support have an Enterprise tier. It is less suitable when the team cannot manage self-hosted operations and needs fully predictable cloud costs.

Pros and cons

Pros: Typo-tolerant full-text search, hybrid retrieval and a broad set of search modes support varied application needs.
Pros: Support for more than 30 languages, plus SDKs and integrations across major development languages, helps teams build for diverse users and stacks.
Pros: Self-hosting has no usage limits and carries an MIT license, while cloud offers a 14-day trial without a credit card.
Cons: Self-hosted users must manage updates, backups and scaling, and pay their own infrastructure costs.
Cons: Cloud billing varies with usage or resources, so the starting monthly price is not a guaranteed total.
Cons: Enterprise pricing is custom, making the cost harder to assess before engaging with the plan.

Alternatives

For a broader comparison, browse Search Databases.

Apache Solr is a free, open-source search platform with binary and source releases; choose it when that package and Apache License, Version 2.0 suit your needs.
Algolia offers a free plan capped at 10K search requests, 50K records, 5K recommendation requests and 5K crawls per month, plus a Grow plan at 0.50 USD per month. Choose it if those stated limits or its listed Android and iOS support better match your requirements.
Typesense is another freemium search option with a free plan, free trial and API, web and self-hosted platform support.
Vespa has no free plan and prices its Startup tier by resources, including vCPU at $ 0.05 / hour and memory at $ 0.005 / hour. Choose it if that resource-based pricing model fits your deployment.
Elasticsearch offers a free plan and trial, with self-managed license pricing based on node count and used RAM. It may suit teams whose deployment and licensing needs align with that model.
Qdrant has a free forever tier with a single-node cluster, 0.5 vCPU, 1GB RAM and 4 GB disk. Choose it if that bounded free cloud tier is a better match.
Manticore Search is a free option for Windows, macOS and Linux.
Pinecone offers a freemium Starter plan with up to 5 indexes, 100 namespaces per index and 2 GB storage; choose it if those stated caps fit your vector-search workload.

Verdict

Choose Meilisearch if you need flexible application search, especially across languages or with hybrid and RAG retrieval, and can select a deployment model that fits your team. Its strongest case is combining broad search capability with self-hosted control or managed cloud. Look elsewhere if you need the self-hosted operational burden removed without variable cloud billing, or if you only need a narrow search function.

	Coveo	Meilisearch
Free plan	No	Yes
Free trial	No	Yes
Paid from	—	$20/mo
Open source	No	No
Platforms	Web	api, Linux, macOS, self-hosted, Web, Windows
Primary search mode	hybrid	full-text
Vector search	Yes	Yes
Faceted search	Yes	Yes
Deployment	cloud	both
Query interface	REST	REST
Free plan	—	Yes
Paid from	—	20 /mo

Coveo vs Meilisearch

Coveo

Meilisearch