Comparison

Marqo vs Turbopuffer

On the evidence we track, Turbopuffer leads this comparison with a composite score of 68/100. 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.
Marqo40
★Turbopuffer68
Score
vioscaleAI score
Marqo40 / 100low · 30%
Turbopuffer68 / 100medium · 61%
Pricing
Free tier
Marqo–
Turbopuffer✗
Model
Marqoquote
Turbopuffercommercial
Price level
Marqounknown
Turbopuffermid
Starting price
Marqo–
Turbopuffer$16
Transparent
Marqo✗
Turbopuffer✓
Integrations
Count
Marqo3
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✓
Content
Faq
Marqo6 items
Turbopuffer6 items

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-
TurbopufferSPFresh (centroid-based)
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

An ecommerce search platform using semantic understanding and personalization to help online retailers deliver relevant product results and recommendations based on shopper behavior and intent.

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/moHybrid

From $16/month (Launch plan minimum) with consumption-based billing

  • Launch$16/month minimum with usage-based overage
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✓
CLI
Marqo✗
Turbopuffer✓
Deployment
Cloud / SaaS
Marqo✓
Turbopuffer✓

Integrations

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

Marqo

3 total
  • Shopify
  • Adobe Commerce
  • Salesforce Commerce Cloud
Independently observed

Turbopuffer

Leader

Not documented yet.

Still deciding?

Marqo or Turbopuffer: 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.