Comparison

Glean vs Vespa

No leader: the top candidate Glean has only 0.29 confidence (low), below the 0.35 needed to declare a winner. 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.
Glean68
Vespa58
Score
vioscaleAI score
Glean68 / 100low · 29%
Vespa58 / 100high · 75%
Pricing
Free tier
Glean–
Vespa✓
Model
Vespafree
Price level
Glean–
Vespafree
Transparent
Glean–
Vespa✗
Integrations
Count
Glean275
Vespa12
Security
Disclosure policy
Glean✓
Vespa✓
Gdpr
Glean✓
Vespa✓
Hipaa
Glean✓
Vespa–
Iso27001
Glean✓
Vespa–
Scorecard
Glean–
Vespa5.9
Soc2
Glean✓
Vespa✓
Reliability
Status page
Glean–
Vespa✓
Adoption
Dependent repos
Glean–
Vespa7
Github stars
Glean–
Vespa7,129
Activity
Commits last 30d
Glean–
Vespa100
Release
Cadence days
Glean–
Vespa3
History
Glean–
License
Spdx
Glean–
Language
Primary
Glean–
VespaJava
Content
Faq
Glean5 items
Vespa8 items

Capabilities

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

Capabilities
Deployment model
GleanManaged cloud saas
VespaHybrid
Source system RBAC permissions mirroring
Glean✓
Vespa-
Generative AI answer synthesis rag
Glean✓
Vespa✓
Hybrid dense and sparse lexical reranking
Glean-
Vespa✓
Pre built native crawlers for 100 plus saas apps
Glean✓
Vespa-
Multi lingual semantic understanding
Glean-
Vespa✓
Personalization based on user department context
Glean✓
Vespa-
Optical character recognition OCR for pdfs
Glean-
Vespa-
Admin dashboard for search analytics and gaps
Glean✓
Vespa-
Bring your own LLM byo model support
Glean✓
Vespa-
SOC2 type ii
Glean✓
Vespa-
HIPAA compliance for medical records
Glean✓
Vespa-
Pricing model
Glean-
Vespa-

What each one is

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

Glean

Glean indexes and provides secure, permissions-aware search and AI agents across 275+ enterprise applications. It enables teams to build AI-powered workflows while maintaining source-system security and compliance standards.

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.

Glean

Pricing not documented yet.

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

Integrations

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

In common (2)
  • VS Code
  • Cursor

Glean

12 total - 10 not shared
  • 15Five
  • Docebo
  • Lessonly
  • Nice CXone
  • Slack
  • Salesforce Service Cloud
  • ServiceNow
  • Zoom AI Companion
  • Claude Desktop
  • Windsurf
Independently observed

Vespa

12 total - 10 not shared
  • Python
  • Cohere
  • TwelveLabs
  • Claude Code
  • OpenAI Codex
  • Google Gemini
  • IntelliJ
  • PyCharm
  • AWS
  • GCP
Independently observed
Still deciding?

Glean 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.