Comparison

Chroma vs Vald

On the evidence we track, Chroma 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 formatsJSONMarkdownGraphQLor send Accept: application/json
Chroma68
Vald48
Score
Vioscale score
Chroma68 / 100medium · 70%
Vald48 / 100low · 36%
Pricing
Free tier
Chroma
Vald
Model
Vald
Price level
Chromalow
Vald
Transparent
Chroma
Vald
Reliability
Status page
Chroma
Vald
Adoption
Dependent repos
Chroma6,246
Vald1
Github stars
Chroma29,148
Vald1,718
Package downloads weekly
Chroma2,592,643
Vald
Activity
Commits last 30d
Chroma81
Vald18
Release
Cadence days
Chroma4
Vald51
History
License
Spdx
Language
Primary
ChromaRust
ValdGo
Market

Capabilities

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

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

What each one is

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

Chroma

Leader

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

Vald

Vald is a cloud-native vector search platform running on Kubernetes that uses NGT for efficient nearest-neighbor search. It provides automatic indexing and backups, index replication across distributed agents, and horizontal scaling to handle billions of vectors.

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

Leader
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 ↗

Vald

Pricing not documented yet.

Platform & deployment

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

Platforms
Web
Chroma
Vald
CLI
Chroma
Vald
Deployment
Cloud / SaaS
Chroma
Vald
Self-hosted
Chroma
Vald
Hybrid
Chroma
Vald

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