Comparison

Coveo vs Vespa

On the evidence we track, Vespa leads this comparison with a composite score of 58/100. 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.
Coveo52
★Vespa58
Score
vioscaleAI score
Coveo52 / 100medium · 59%
Vespa58 / 100high · 75%
Pricing
Free tier
Coveo✗
Vespa✓
Model
Coveoquote
Vespafree
Price level
Coveounknown
Vespafree
Transparent
Coveo✗
Vespa✗
Integrations
Count
Coveo4
Vespa12
Reliability
Sla pct
Coveo99.99
Vespa–
Status page
Coveo✓
Vespa✓
Adoption
Dependent repos
Coveo–
Vespa7
Github stars
Coveo–
Vespa7,129
Activity
Commits last 30d
Coveo–
Vespa100
Release
Cadence days
Coveo–
Vespa3
History
Coveo–
License
Spdx
Coveo–
Language
Primary
Coveo–
VespaJava
Content
Faq
Coveo6 items
Vespa8 items

Capabilities

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

Deployment
Deployment
CoveoManaged
VespaSelf-hosted
Architecture
Index engine
CoveoCustom
VespaCustom
Query
Query DSL (JSON / SQL / params / GraphQL)
CoveoAPI / proprietary
Vespa-
Faceting & filtering
CoveoYes
Vespa-
Geo search
Coveo✓
Vespa-
Relevance
Typo tolerance / fuzzy
CoveoBuilt-in
VespaConfigurable
Relevance tuning
CoveoRanking rules
VespaRanking rules
Vector
Vector / hybrid search
CoveoDense + lexical fusion
VespaDense + lexical fusion
Scale
Distributed / horizontal scale
CoveoSharded
VespaSharded
Multi-tenancy (indexes / collections / tenants)
Coveo✓
Vespa-
Ingest
Real-time indexing
CoveoNear-real-time
VespaNear-real-time
Workload
Log / analytics workload
Coveo✓
Vespa-
Licensing
Licence class
CoveoProprietary
VespaPermissive OSS

What each one is

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

Coveo

A search and discovery platform that uses machine learning to understand user intent, personalize search results, and deliver content recommendations. It integrates with content management systems and AI assistants through hosted services.

Independently observed

Vespa

Leader

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.

Coveo

Subscription

Contact sales for pricing. Annual contracts, available in multiple currencies (CAD, EUR, GBP, AUD). 3-year contract terms standard.

  • Pro+Contact sales
    • Unified index
    • Sitecore connector + 2 cloud connectors
    • Multi-site architecture
    • Sitecore Hive UI integration
    • Rules engine
    • +35 more
  • Enterprise+Contact sales
    • Unified index
    • Sitecore connector + all cloud connectors
    • Multi-site architecture
    • Sitecore Hive UI integration
    • Rules engine
    • +35 more
as of verify ↗

Vespa

Leader
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
Coveo✓
Vespa✓
CLI
Coveo✗
Vespa✓
Deployment
Cloud / SaaS
Coveo✓
Vespa✓
Self-hosted
Coveo✗
Vespa✓
Hybrid
Coveo✗
Vespa✓

Integrations

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

Coveo

23 total
  • Sitecore
  • Salesforce
  • SAP Commerce
  • SharePoint Online
  • Google Tag Manager
  • Snowflake
  • Confluence
  • Custom ML models
  • Sitemap
  • Web connectors
  • Qubit
  • ServiceNow
  • SAP Commerce Cloud
  • Adobe Experience Manager
  • Adobe Experience Cloud Exchange
  • Slack
  • Google Docs
  • Jira
  • On-premises connectors
  • Generic cloud connectors
  • ChatGPT
  • Claude
  • Copilot
Independently observed

Vespa

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

Coveo 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.