Comparison

Chroma vs Turbopuffer

No clear leader: Turbopuffer (70.0) and Chroma (67.6) 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 formatsJSONMarkdownGraphQLor send Accept: application/json
Chroma68
Turbopuffer70
Score
Vioscale score
Chroma68 / 100medium · 70%
Turbopuffer70 / 100medium · 61%
Pricing
Free tier
Chroma
Turbopuffer
Model
Turbopuffercommercial
Price level
Chromalow
Turbopuffermid
Transparent
Chroma
Turbopuffer
Security
Disclosure policy
Chroma
Turbopuffer
Gdpr
Chroma
Turbopuffer
Hipaa
Chroma
Turbopuffer
Scorecard
Chroma5.1
Turbopuffer
Soc2
Chroma
Turbopuffer
Reliability
Sla pct
Chroma
Turbopuffer99.95
Status page
Chroma
Turbopuffer
Adoption
Dependent repos
Chroma6,246
Turbopuffer
Github stars
Chroma29,148
Turbopuffer
Package downloads weekly
Chroma2,592,643
Turbopuffer
Activity
Commits last 30d
Chroma81
Turbopuffer
Release
Cadence days
Chroma4
Turbopuffer
History
Chroma20 items
Turbopuffer
License
Spdx
Turbopuffer
Language
Primary
ChromaRust
Turbopuffer

Capabilities

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

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

What each one is

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

Chroma

A search system enabling simultaneous vector similarity, full-text, and structured metadata queries across large datasets. Deployable as open-source self-hosted infrastructure or managed cloud service with usage-based pricing, supporting multi-tenant workloads and distributed scaling.

Independently observed

Turbopuffer

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.

Chroma

from $0.01/moHybridFree tier

Freemium model with usage-based metering. Starter plan free with $5 credits; Team plan $250/month plus metered charges with $100 included credits; Enterprise with custom pricing.

  • StarterFree
    • 10 databases
    • 10 team members
    • Community Slack
  • Team$250/month with $100 included credits, plus overage metering
    • 100 databases
    • 30 team members
    • Slack support
    • SOC II compliance
    • Volume-based discounts
  • EnterpriseContact sales
    • Unlimited databases
    • Unlimited team members
    • Dedicated support
    • Single tenant clusters
    • BYOC clusters
    • +1 more
as of verify ↗

Turbopuffer

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
Chroma
Turbopuffer
CLI
Chroma
Turbopuffer
Deployment
Cloud / SaaS
Chroma
Turbopuffer
Self-hosted
Chroma
Turbopuffer
On-premise
Chroma
Turbopuffer
Hybrid
Chroma
Turbopuffer

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