Meilisearch vs Google Vertex AI Search

Meilisearch8.1Visit Google Vertex AI Search6.2Visit

Higher score Meilisearch #4 in Search Databases 8.1/10 Free plan · paid from $20/mo · 14-day trial Free plan✓ 2 of 2 features Visit Meilisearch

vs

Google Vertex AI Search #12 in Search Databases 6.2/10 From $1.50 ✓ 2 of 2 features Visit Google Cloud

• Meilisearch fits best

  Fast developer-friendly hosted or self-hosted search

• Google Vertex AI Search fits best

  Managed enterprise search on Google Cloud

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Side by side

Feature	Meilisearch 8.1/10 Visit ↗	Google Vertex AI Search 6.2/10 Visit ↗
At a glance
Editor score	8.1	6.2
Ranking	#4 in Search Databases	#12 in Search Databases
Best for	Fast developer-friendly hosted or self-hosted search	Managed enterprise search on Google Cloud
Pricing model	Free plan + paid	Paid
Starting price	$20/mo	Not published
Free plan	✓ (best)	—
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web	Web
Support	Email, Community, Docs	Community, Docs
Integrations	20 integrations	5 integrations
Built for	Solo, Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Meilisearch 2/2 · Google Vertex AI Search 2/2
Vector search	✓	✓
Faceted search	✓	✓
Specs
Primary search mode	Full-text	Hybrid
Deployment	Both	Cloud
Index limit	Not published	Not published
Query interface	REST	REST
Our review
Pros	Typo-tolerant full-text, faceted, vector, hybrid, and federated search Self-hosted open-source deployment plus a managed Cloud option Official SDKs and integrations across major languages and frameworks	Combines keyword, semantic, vector, filtered, and faceted search Searches websites, structured data, and unstructured documents Adds grounded answers, personalization, and REST APIs
Cons	Cloud billing is usage-based or resource-based SSO SAML and SOC 2 compliance are limited to Enterprise The free trial lasts 14 days	No free plan is available Cloud-only deployment limits hosting options Pricing spans query, throughput, and storage units
Our verdict	Meilisearch is a search engine for websites and applications, available as self-hosted open-source software or a managed cloud service. It is aimed at developers who need fast full-text search with typo tolerance, relevance ranking,… Read the review →	Google Vertex AI Search is a managed search and content-discovery service for applications using websites, structured data, and unstructured documents. It is aimed at teams building enterprise search experiences on Google Cloud through the… Read the review →

Strengths and trade-offs

• Meilisearch — where it wins

  • Typo-tolerant full-text, faceted, vector, hybrid, and federated search
  • Self-hosted open-source deployment plus a managed Cloud option
  • Official SDKs and integrations across major languages and frameworks

  Where it doesn't

  • Cloud billing is usage-based or resource-based
  • SSO SAML and SOC 2 compliance are limited to Enterprise
  • The free trial lasts 14 days

• Google Vertex AI Search — where it wins

  • Combines keyword, semantic, vector, filtered, and faceted search
  • Searches websites, structured data, and unstructured documents
  • Adds grounded answers, personalization, and REST APIs

  Where it doesn't

  • No free plan is available
  • Cloud-only deployment limits hosting options
  • Pricing spans query, throughput, and storage units

• Meilisearch8.1/10 · Free plan · paid from $20/mo · 14-day trial

  A flexible search engine combining open-source deployment with managed cloud access.

  Visit MeilisearchFull verdict →
• Google Vertex AI Search6.2/10 · From $1.50

  A capable Google Cloud search service with broad retrieval and generative-answer features.

  Visit Google CloudFull verdict →