Comparison

Quickwit vs Vespa

No clear leader: Vespa (58.0) and Quickwit (53.1) 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 formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Quickwit53
Vespa58
Score
vioscaleAI score
Quickwit53 / 100medium · 55%
Vespa58 / 100high · 75%
Pricing
Free tier
Quickwit✓
Vespa✓
Model
Quickwitcommercial
Vespafree
Price level
Quickwitfree
Vespafree
Transparent
Quickwit–
Vespa✗
Integrations
Count
Quickwit18
Vespa12
Reliability
Status page
Quickwit–
Vespa✓
Adoption
Dependent repos
Quickwit2
Vespa7
Github stars
Quickwit11,712
Vespa7,129
Activity
Commits last 30d
Quickwit46
Vespa100
Release
Cadence days
Quickwit28
Vespa3
History
Quickwit20 items
License
Spdx
Language
Primary
QuickwitRust
VespaJava
Market
Availability
Content
Faq
Quickwit6 items
Vespa8 items

Capabilities

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

Deployment
Deployment
QuickwitSelf-hosted
VespaSelf-hosted
Architecture
Index engine
QuickwitTantivy
VespaCustom
Query
Query DSL (JSON / SQL / params / GraphQL)
QuickwitElasticsearch-compatible REST API, SQL (Trino-compatible), query AST
Vespa-
Faceting & filtering
QuickwitYes
Vespa-
Geo search
Quickwit-
Vespa-
Relevance
Typo tolerance / fuzzy
Quickwit-
VespaConfigurable
Relevance tuning
Quickwit-
VespaRanking rules
Vector
Vector / hybrid search
Quickwit-
VespaDense + lexical fusion
Scale
Distributed / horizontal scale
QuickwitSharded
VespaSharded
Multi-tenancy (indexes / collections / tenants)
Quickwit✓
Vespa-
Ingest
Real-time indexing
QuickwitNear-real-time
VespaNear-real-time
Workload
Log / analytics workload
Quickwit✓
Vespa-
Licensing
Licence class
QuickwitPermissive OSS
VespaPermissive OSS

What each one is

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

Quickwit

Distributed search engine optimized to run on cloud object storage, providing fast query performance for observability use cases including logs and traces.

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.

Quickwit

Open sourceFree tier
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
Quickwit✗
Vespa✓
CLI
Quickwit✓
Vespa✓
Deployment
Cloud / SaaS
Quickwit✓
Vespa✓
Self-hosted
Quickwit✓
Vespa✓
On-premise
Quickwit✓
Vespa✗
Hybrid
Quickwit✗
Vespa✓

Integrations

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

Quickwit

22 total
  • AWS Lambda
  • AWS S3
  • Google Cloud Storage
  • Kafka
  • SQS
  • Elasticsearch
  • Jaeger
  • Trino
  • OTLP
  • Kinesis
  • Pulsar
  • OpenSearch
  • OpenTelemetry
  • Vector
  • Fluent Bit
  • Grafana
  • Amazon S3
  • Azure Blob Storage
  • MinIO
  • Ceph
  • ClickHouse
  • Syslog
Independently observed

Vespa

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

Quickwit 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.