
Meilisearch
7.1/10Open-source search engine with full-text, vector, and hybrid search plus a RAG chat endpoint, offered self-hosted or as a managed cloud for developers.
Data last updated November 2026 · Our methodology
Overview
Meilisearch is a search engine written in Rust that developers embed in apps and websites. It handles full-text search with typo tolerance, faceting, synonyms, and geosearch, and adds vector and hybrid search using embeddings from external providers. It also has an experimental /chats endpoint for conversational search. That endpoint retrieves matching documents from your indexes and passes them to an LLM from OpenAI, Azure OpenAI, Mistral, or vLLM to produce grounded answers. The engine is MIT-licensed and free to self-host with no usage limits. The managed Meilisearch Cloud is priced by instance size and metered hourly. In US East (N. Virginia), XS (0.5 vCPU, 1 GB RAM) is about $14.88 a month and XL (4 vCPU, 16 GB RAM) is about $259 a month. Disk storage and outbound bandwidth are charged on top, and there is no per-search fee or per-seat fee. Enterprise contracts are quoted by sales and add SAML SSO, SOC 2 Type II compliance, an SLA of up to 99.999%, sharding and replication, merchandising, personalization, and a dedicated Slack channel for support. SDKs cover more than 10 languages, and Docker or a single binary makes self-hosting simple. It suits startups and SaaS teams that want search like Algolia without Algolia's usage-based bills. The main limitations are that it needs developer skills, since there is no no-code builder, and that it is not built for log analytics or complex aggregations. Some users have also reported instability and resource limits on the Cloud service.
Our Rating
AI Software7.2/10
Hosting & Infrastructure7/10
Who Meilisearch is best for
Best software for DevelopersGood fit
It is API-first, with SDKs in many languages, and reviewers praise its quick setup.
It is built for embedding fast in-app search, and Cloud has no per-seat fees.
The open-source version is free, and Cloud instances start at roughly $15 to $20 a month.
Faceting is standard, and Enterprise adds merchandising and personalization.
Less suited
Enterprise offers SSO, SOC 2, and a high SLA, but there are few third-party reviews.
Pros & Cons
Pros
- The free MIT-licensed self-hosted version has no usage limits or feature gating.
- Cloud pricing is set by instance size, with no per-search or per-seat charges, so costs are predictable.
- Reviewers repeatedly praise its fast responses and quick setup through its SDKs.
- Hybrid vector and keyword search, plus a built-in RAG chat endpoint, work with several LLM providers.
Cons
- The /chats conversational endpoint is still experimental and requires streaming.
- Some reviewers report instability and resource limits on Meilisearch Cloud.
- It is not suited to log analytics or complex aggregations, and indexes over 2 TiB are discouraged.
- SSO, SOC 2, and sharding are reserved for custom-priced Enterprise contracts.
- There are few third-party reviews, and there is no no-code interface for non-developers.
Key Features
Not included
- Custom Model Training
- Image Generation
- Video Generation
Meilisearch Pricing
Open Source (self-hosted)
- MIT license
- No usage limits
- Self-managed infrastructure, backups, and scaling
Cloud
- 9 regions
- Email support
- Unlimited team members
- Search analytics dashboard
- Full-text, vector, and hybrid search
- 14-day free trial with no credit card
- Metered hourly, with prices varying by region
- Price shown is the XS instance in US East; S $29.28, M $58.08, L $115.68, XL $259.36 per month
Enterprise
- SAML 2.0 SSO
- SOC 2 Type II
- Volume discounts
- SLA of up to 99.999%
- Dedicated Slack support
- Sharding and replication
- 2XL and larger instances with dedicated resources
- Advanced analytics, merchandising, and personalization
Frequently Asked Questions
Yes. Meilisearch Cloud has a 14-day free trial with no credit card required, and the self-hosted engine is free.
Instances are metered hourly and priced by size and region. Disk costs $0.165 per GiB per month with a 32 GiB minimum, and outbound bandwidth costs $0.15 per GB. There is no per-search charge.
SAML 2.0 SSO and SOC 2 Type II are listed as Enterprise plan features.
The experimental chat endpoint supports OpenAI, Azure OpenAI, Mistral, and vLLM.
By default, a search returns at most 1000 documents. The documentation also recommends keeping indexes under 2 TiB.
Similar Tools
See all alternativesAmazon Bedrock is a fully managed AWS service that gives developers API access to foundation models from many providers, plus tools for agents, RAG, guardrails and fine-tuning.

Typesense is an open source, typo-tolerant search engine with vector, semantic and built-in RAG search, offered for self-hosting or as the managed Typesense Cloud service.

In-memory data platform with vector search, semantic caching and agent memory, plus the Redis Iris context engine, for developers building real-time AI applications.
Ranked near Meilisearch in AI Software
See Meilisearch in the listMeilisearch is #35 in AI Software by our score.





