Comparison

OpenSearch vs Vespa

No clear leader: OpenSearch (60.6) and Vespa (56.1) 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 formatsJSONMarkdownGraphQLor send Accept: application/json
OpenSearch61
Vespa56
Score
Vioscale score
OpenSearch61 / 100medium · 50%
Vespa56 / 100high · 77%
Pricing
Free tier
OpenSearch
Vespa
Model
OpenSearchcommercial
Price level
OpenSearchfree
Vespalow
Transparent
OpenSearch
Vespa
Integrations
Count
OpenSearch1
Vespa12
Reliability
Status page
OpenSearch
Vespa
Adoption
Dependent repos
OpenSearch223
Vespa7
Github stars
OpenSearch13,581
Vespa7,069
Activity
Commits last 30d
OpenSearch85
Vespa100
Release
Cadence days
OpenSearch29
Vespa3
History
OpenSearch20 items
License
Spdx
OpenSearchApache-2.0
Language
Primary
OpenSearchJava
VespaJava
Market
Availability

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)
OpenSearch-
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 open-source search and observability suite that enables enterprises to search, analyze, and monitor unstructured data. It combines full-text search, machine learning, real-time log analysis, and security analytics capabilities in an integrated platform.

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.

OpenSearch

Open sourceFree tier

Open source and free to use

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
OpenSearch
Vespa
CLI
OpenSearch
Vespa
Deployment
Cloud / SaaS
OpenSearch
Vespa
Self-hosted
OpenSearch
Vespa
On-premise
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

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