Comparison

Elasticsearch vs Vespa

On the evidence we track, Elasticsearch leads this comparison with a composite score of 73/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Elasticsearch73
Vespa58
Score
vioscaleAI score
Elasticsearch73 / 100medium · 58%
Vespa58 / 100high · 75%
Pricing
Free tier
Elasticsearch✗
Vespa✓
Model
Elasticsearchcommercial
Vespafree
Price level
Elasticsearchhigh
Vespafree
Starting price
Elasticsearch$99
Vespa–
Transparent
Elasticsearch✓
Vespa✗
Integrations
Count
Elasticsearch350
Vespa12
Reliability
Sla pct
Elasticsearch99.95
Vespa–
Status page
Elasticsearch✓
Vespa✓
Adoption
Dependent repos
Elasticsearch18,551
Vespa7
Github stars
Elasticsearch78,195
Vespa7,129
Activity
Commits last 30d
Elasticsearch100
Vespa100
Release
Cadence days
Elasticsearch1
Vespa3
History
Elasticsearch20 items
License
Spdx
Elasticsearch–
Language
Primary
ElasticsearchJava
VespaJava
Content
Faq
Elasticsearch7 items
Vespa8 items

Capabilities

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

Deployment
Deployment
ElasticsearchSelf-hosted
VespaSelf-hosted
Architecture
Index engine
ElasticsearchLucene
VespaCustom
Query
Query DSL (JSON / SQL / params / GraphQL)
ElasticsearchES|QL
Vespa-
Faceting & filtering
ElasticsearchYes
Vespa-
Geo search
Elasticsearch✓
Vespa-
Relevance
Typo tolerance / fuzzy
ElasticsearchBuilt-in
VespaConfigurable
Relevance tuning
ElasticsearchLearning-to-rank
VespaRanking rules
Vector
Vector / hybrid search
ElasticsearchDense + lexical fusion
VespaDense + lexical fusion
Scale
Distributed / horizontal scale
ElasticsearchSharded
VespaSharded
Multi-tenancy (indexes / collections / tenants)
Elasticsearch✓
Vespa-
Ingest
Real-time indexing
ElasticsearchNear-real-time
VespaNear-real-time
Workload
Log / analytics workload
Elasticsearch✓
Vespa-
Licensing
Licence class
ElasticsearchSource-available (SSPL / Elastic)
VespaPermissive OSS

What each one is

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

Elasticsearch

Leader

A search platform that distributes data across multiple nodes to handle large-scale indexing and retrieval through standard web APIs.

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.

Elasticsearch

Leader
from $99/moSubscription14-day trial

From $99/month. Free 14-day trial available.

  • Standard$99/month
    • Distributed Elasticsearch across AWS, Azure, GCP
    • ES|QL query language and APIs
    • Default monitoring and AutoOps
    • Alerting with detection engine
    • Malware prevention
    • +6 more
  • Gold$114/month
    • All Standard features
    • Reporting
    • Third-party alerting actions
    • Watcher
    • Multi-stack monitoring
    • +3 more
  • Platinum$131/month with SLA
    • All Gold features
    • Machine learning (anomaly detection, supervised learning)
    • Vector search with ELSER and e5 models
    • Cross-cluster replication
    • Log categorization
    • +5 more
  • Enterprise$184/month
    • All Platinum features
    • Searchable snapshots in cold/frozen tiers
    • Elastic Maps Server
    • Cross-cluster search with ES|QL
    • ES|QL Data Federation (query S3 directly)
    • +13 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
Elasticsearch✓
Vespa✓
macOS
Elasticsearch✓
Vespa✗
Windows
Elasticsearch✓
Vespa✗
Linux
Elasticsearch✓
Vespa✗
CLI
Elasticsearch✓
Vespa✓
Deployment
Cloud / SaaS
Elasticsearch✓
Vespa✓
Self-hosted
Elasticsearch✓
Vespa✓
Hybrid
Elasticsearch✗
Vespa✓

Integrations

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

In common (1)
  • Cohere

Elasticsearch

Leader
43 total - 42 not shared
  • Slack
  • Jira
  • ServiceNow
  • PagerDuty
  • Microsoft Teams
  • IBM Resilient
  • xMatters
  • GitHub
  • Jina AI
  • NVIDIA AI
  • Prometheus
  • Grafana
  • AWS Bedrock
  • Sarvam AI
  • Google ADK
  • LlamaParse
  • Mistral
  • Elastic Agent
  • Beats
  • Logstash
  • Filebeat
  • Metricbeat
  • Heartbeat
  • Webhooks
  • +18 more
Independently observed

Vespa

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

Elasticsearch 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.