Comparison

Meilisearch vs Vespa

On the evidence we track, Meilisearch leads this comparison with a composite score of 65/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Meilisearch65
Vespa56
Score
Vioscale score
Meilisearch65 / 100medium · 73%
Vespa56 / 100high · 77%
Pricing
Free tier
Meilisearch
Vespa
Model
Meilisearchcommercial
Price level
Meilisearchmid
Vespalow
Transparent
Meilisearch
Vespa
Integrations
Count
Meilisearch23
Vespa12
Reliability
Sla pct
Meilisearch99.999
Vespa
Status page
Meilisearch
Vespa
Adoption
Dependent repos
Meilisearch0
Vespa7
Github stars
Meilisearch59,100
Vespa7,069
Activity
Commits last 30d
Meilisearch89
Vespa100
Release
Cadence days
Meilisearch4
Vespa3
History
Meilisearch20 items
License
Spdx
Meilisearch
Language
Primary
MeilisearchRust
VespaJava
Market

Capabilities

Feature-by-feature on the axes that matter for search engines. “-” means undocumented, not absent.

Deployment
Deployment
MeilisearchManaged
VespaSelf-hosted
Architecture
Index engine
Meilisearch-
VespaCustom
Query
Query DSL (JSON / SQL / params / GraphQL)
Meilisearch-
Vespa-
Faceting & filtering
MeilisearchYes
Vespa-
Geo search
Meilisearch
Vespa-
Relevance
Typo tolerance / fuzzy
Meilisearch-
VespaConfigurable
Relevance tuning
Meilisearch-
VespaRanking rules
Vector
Vector / hybrid search
MeilisearchDense + lexical fusion
VespaDense + lexical fusion
Scale
Distributed / horizontal scale
MeilisearchSharded
VespaSharded
Multi-tenancy (indexes / collections / tenants)
Meilisearch
Vespa-
Ingest
Real-time indexing
Meilisearch-
VespaNear-real-time
Workload
Log / analytics workload
Meilisearch
Vespa-
Licensing
Licence class
MeilisearchPermissive OSS
VespaPermissive OSS

What each one is

The product in its own terms, so the numbers below have context.

Meilisearch

Leader

An open-source search engine built for speed and relevance, providing full-text search, semantic understanding through AI embeddings, and hybrid retrieval that integrates easily into websites and applications with sub-50-millisecond response times.

Independently observed

Vespa

A distributed serving engine that unifies retrieval, ranking, machine learning inference, and real-time serving for business-critical AI applications.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Meilisearch

Leader
from $30/moHybridFree tier14-day trial

From $30/month for cloud. Free 14-day trial or self-hosted open-source option.

  • Build$30/month for 50,000 searches and 100,000 documents
  • Pro$300/month for 250,000 searches and 1,000,000 documents
  • EnterpriseContact sales
    • Volume discounts
    • Premier SLA support
    • Resource-based pricing option
as of verify ↗

Vespa

SubscriptionFree tier

Free trial available; contact sales for paid plan pricing

as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Meilisearch
Vespa
CLI
Meilisearch
Vespa
Deployment
Cloud / SaaS
Meilisearch
Vespa
Self-hosted
Meilisearch
Vespa
Hybrid
Meilisearch
Vespa

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)
  • Python

Meilisearch

Leader
23 total - 22 not shared
  • JavaScript
  • TypeScript
  • PHP
  • Ruby
  • Go
  • Rust
  • Java
  • .NET
  • Swift
  • Dart
  • Laravel
  • Rails
  • Symfony
  • Strapi
  • Firebase
  • React
  • Vue
  • Angular
  • Docker
  • Kubernetes
  • meilisync
  • MCP
Independently observed

Vespa

12 total - 11 not shared
  • Cohere
  • TwelveLabs
  • Claude Code
  • OpenAI Codex
  • Google Gemini
  • Cursor
  • VSCode
  • IntelliJ
  • PyCharm
  • AWS
  • GCP
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.