Comparison

Marqo vs Turbopuffer

On the evidence we track, Turbopuffer leads this comparison with a composite score of 70/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Marqo32
Turbopuffer70
Score
Vioscale score
Marqo32 / 100low · 22%
Turbopuffer70 / 100medium · 61%
Pricing
Free tier
Marqo
Turbopuffer
Model
Marqoquote
Turbopuffercommercial
Price level
Marqounknown
Turbopuffermid
Transparent
Marqo
Turbopuffer
Security
Disclosure policy
Marqo
Turbopuffer
Gdpr
Marqo
Turbopuffer
Hipaa
Marqo
Turbopuffer
Soc2
Marqo
Turbopuffer
Reliability
Sla pct
Marqo
Turbopuffer99.95
Status page
Marqo
Turbopuffer

Capabilities

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

Deployment
Deployment
MarqoManaged
TurbopufferManaged
Serverless / consumption pricing
Marqo
Turbopuffer
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
Marqo-
Turbopuffer-
Distance metrics (cosine / dot / Euclidean)
Marqo-
Turbopuffer-
Query
Metadata filtering
Marqo-
TurbopufferPre-filter
Hybrid search (dense + sparse fusion)
Marqo-
Turbopuffer
Built-in BM25 / lexical
Marqo-
Turbopuffer
Storage
Quantization
Marqo-
Turbopuffer-
On-disk vs in-memory
Marqo-
TurbopufferTiered
Scale
Multi-tenancy (namespaces / collections / tenants)
Marqo
Turbopuffer
Horizontal scale
MarqoSharded / distributed
TurbopufferSharded / distributed
Consistency
Consistency
Marqo-
TurbopufferTunable
Licensing
Licence class
MarqoProprietary
TurbopufferProprietary
Classification
Purpose-built vs feature-of-parent
MarqoDedicated DBMS
TurbopufferDedicated DBMS

What each one is

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

Marqo

AI-native ecommerce search and product discovery platform that leverages semantic search, behavioral data, and personalization to improve product relevance, conversion rates, and average order value for online retail brands.

Independently observed

Turbopuffer

Leader

Vector and full-text search database built on object storage, offering 10x cheaper cost and extreme scalability for AI applications, semantic search, and recommendation systems.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Marqo

Quote-based
as of verify ↗

Turbopuffer

Leader
from $16/moUsage-based

From $16/month. Usage-based with per-TB-queried pricing ($1/PB base rate with volume discounts up to 96%).

  • Launch$16/month minimum, usage-based overage
  • Scale-
    • IP allowlisting
    • SSO
  • EnterpriseContact sales
    • Customer managed encryption
    • Private networking
    • IP allowlisting
    • SSO
    • Privileged access management
    • +2 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Marqo
Turbopuffer
Deployment
Cloud / SaaS
Marqo
Turbopuffer
Self-hosted
Marqo
Turbopuffer
On-premise
Marqo
Turbopuffer
Hybrid
Marqo
Turbopuffer

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