vioscaleAI
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.

Meilisearch full profile →Vespa full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Meilisearch65
Vespa58
Score
vioscaleAI score
Meilisearch65 / 100medium · 67%
Vespa58 / 100high · 75%
Pricing
Free tier
Meilisearch✓
Vespa✓
Model
Meilisearchfreemium
Vespafree
Price level
Meilisearchmid
Vespafree
Starting price
Meilisearch$20
Vespa–
Transparent
Meilisearch✓
Vespa✗
Integrations
Count
Meilisearch23
Vespa12
Security
Certifications
MeilisearchSOC 2 Type II
Vespa–
Disclosure policy
Meilisearch✓
Vespa✓
Gdpr
Meilisearch✓
Vespa✓
Scorecard
Meilisearch–
Vespa5.9
Soc2
Meilisearch✓
Vespa✓
Trust center
Vulnerabilities
Reliability
Sla pct
Meilisearch99.999
Vespa–
Status page
Meilisearch✓
Vespa✓
Adoption
Dependent repos
Meilisearch17
Vespa7
Github stars
Meilisearch59,573
Vespa7,129
Activity
Commits last 30d
Meilisearch100
Vespa100
Release
Cadence days
Meilisearch4
Vespa3
History
Meilisearch20 items
Vespa20 items
License
Spdx
Meilisearch–
VespaApache-2.0
Language
Primary
MeilisearchRust
VespaJava
Market
Availability
Content
Faq
Meilisearch6 items
Vespa8 items

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)
MeilisearchJSON (HTTP API)
Vespa-
Faceting & filtering
MeilisearchYes
Vespa-
Geo search
Meilisearch✓
Vespa-
Relevance
Typo tolerance / fuzzy
MeilisearchBuilt-in
VespaConfigurable
Relevance tuning
MeilisearchRanking rules
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

A cloud-hosted and self-hosted search engine that combines full-text and semantic search. It's designed for rapid integration with zero configuration required and includes features like faceting, geosearch, and vector storage.

Independently observed

Vespa

A distributed search and AI platform that handles vectors, tensors, text, and structured data at scale, delivering sub-100ms query latency with continuous data updates and machine-learned relevance ranking.

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 $20/moHybridFree tier14-day trial

From $20/month with 14-day free trial. Free self-hosted option. Custom enterprise pricing available.

  • CloudFrom $20/month with usage or resource-based pricing
    • 14-day free trial
    • Email support
    • Fully managed infrastructure
    • Usage-based or resource-based billing
    • Automatic scaling
    • +1 more
  • Self-HostedFree
    • Full infrastructure control
    • No usage limits
    • MIT license
  • EnterpriseContact sales
    • Custom infrastructure
    • Dedicated resources
    • Up to 99.999% SLA
    • Dedicated Slack support channel
    • SSO SAML
    • +7 more
as of verify ↗

Vespa

FreeFree tier
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
36 total - 35 not shared
  • JavaScript
  • TypeScript
  • PHP
  • Ruby
  • Go
  • Rust
  • Java
  • .NET
  • Swift
  • Dart
  • Laravel
  • Rails
  • Symfony
  • Strapi
  • Firebase
  • React
  • Vue
  • Angular
  • Docker
  • Kubernetes
  • meilisync
  • MCP
  • JavaScript SDK
  • Python SDK
  • +11 more
Independently observed

Vespa

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

Meilisearch or Vespa: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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