Comparison

Chroma vs Turbopuffer

No clear leader: Turbopuffer (67.6) and Chroma (62.6) 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 formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Chroma63
Turbopuffer68
Score
vioscaleAI score
Chroma63 / 100high · 75%
Turbopuffer68 / 100medium · 61%
Pricing
Free tier
Chroma✓
Turbopuffer✗
Model
Chromafreemium
Turbopuffercommercial
Price level
Chromalow
Turbopuffermid
Starting price
Chroma–
Turbopuffer$16
Transparent
Chroma✓
Turbopuffer✓
Integrations
Count
Chroma2
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
Chroma29,495
Turbopuffer–
Package downloads weekly
Chroma1,906,768
Turbopuffer–
Activity
Commits last 30d
Chroma41
Turbopuffer–
Release
Cadence days
Chroma4
Turbopuffer–
History
Chroma20 items
Turbopuffer–
License
Spdx
Turbopuffer–
Language
Primary
ChromaRust
Turbopuffer–
Content
Faq
Chroma7 items
Turbopuffer6 items

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)
ChromaHNSW
TurbopufferSPFresh (centroid-based)
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
ChromaBinary
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 vector search system offering serverless infrastructure with vector, hybrid, and full-text search capabilities that handles embeddings and indexing automatically.

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/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
Chroma✓
Turbopuffer✓
CLI
Chroma✓
Turbopuffer✓
Deployment
Cloud / SaaS
Chroma✓
Turbopuffer✓
Self-hosted
Chroma✓
Turbopuffer✗

Integrations

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

Chroma

2 total
  • Gemini
  • Superlinked
Independently observed

Turbopuffer

Not documented yet.

Still deciding?

Chroma 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.