Comparison

OpenSearch vs Vespa

No clear leader: Vespa (58.0) and OpenSearch (54.3) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
OpenSearch54
Vespa58
Score
vioscaleAI score
OpenSearch54 / 100low · 47%
Vespa58 / 100high · 75%
Pricing
Free tier
OpenSearch✓
Vespa✓
Model
OpenSearchopen_source
Vespafree
Price level
OpenSearchfree
Vespafree
Transparent
OpenSearch✓
Vespa✗
Integrations
Count
OpenSearch1
Vespa12
Reliability
Status page
OpenSearch–
Vespa✓
Adoption
Dependent repos
OpenSearch223
Vespa7
Github stars
OpenSearch13,873
Vespa7,129
Activity
Commits last 30d
OpenSearch100
Vespa100
Release
Cadence days
OpenSearch29
Vespa3
History
OpenSearch20 items
License
Spdx
OpenSearchApache-2.0
Language
Primary
OpenSearchJava
VespaJava
Market
Availability
Content
Faq
OpenSearch5 items
Vespa8 items

Capabilities

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

Deployment
Deployment
OpenSearchSelf-hosted
VespaSelf-hosted
Architecture
Index engine
OpenSearch-
VespaCustom
Query
Query DSL (JSON / SQL / params / GraphQL)
OpenSearchSQL, PPL
Vespa-
Faceting & filtering
OpenSearch-
Vespa-
Geo search
OpenSearch✗
Vespa-
Relevance
Typo tolerance / fuzzy
OpenSearch-
VespaConfigurable
Relevance tuning
OpenSearchBM25 only
VespaRanking rules
Vector
Vector / hybrid search
OpenSearchDense + lexical fusion
VespaDense + lexical fusion
Scale
Distributed / horizontal scale
OpenSearchSharded
VespaSharded
Multi-tenancy (indexes / collections / tenants)
OpenSearch✓
Vespa-
Ingest
Real-time indexing
OpenSearchNear-real-time
VespaNear-real-time
Workload
Log / analytics workload
OpenSearch✓
Vespa-
Licensing
Licence class
OpenSearchSource-available (SSPL / Elastic)
VespaPermissive OSS

What each one is

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

OpenSearch

An Apache 2.0-licensed, vendor-neutral search and analytics platform that enables indexing, searching, visualization, and analysis of data across applications and infrastructure.

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.

OpenSearch

Open source
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
OpenSearch✓
Vespa✓
CLI
OpenSearch✗
Vespa✓
Deployment
Cloud / SaaS
OpenSearch✗
Vespa✓
Self-hosted
OpenSearch✓
Vespa✓
Hybrid
OpenSearch✗
Vespa✓

Integrations

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

OpenSearch

1 total
  • Data Prepper
Independently observed

Vespa

12 total
  • Python
  • Cohere
  • TwelveLabs
  • Claude Code
  • OpenAI Codex
  • Google Gemini
  • Cursor
  • VSCode
  • IntelliJ
  • PyCharm
  • AWS
  • GCP
Independently observed
Still deciding?

OpenSearch 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.