Comparison

Chroma vs Vald

On the evidence we track, Chroma leads this comparison with a composite score of 63/100. 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.
★Chroma63
Vald47
Score
vioscaleAI score
Chroma63 / 100high · 75%
Vald47 / 100low · 35%
Pricing
Free tier
Chroma✓
Vald–
Model
Chromafreemium
Vald–
Price level
Chromalow
Vald–
Transparent
Chroma✓
Vald–
Integrations
Count
Chroma2
Vald–
Reliability
Status page
Chroma✓
Vald✓
Adoption
Dependent repos
Chroma6,246
Vald1
Github stars
Chroma29,495
Vald1,734
Package downloads weekly
Chroma1,906,768
Vald–
Activity
Commits last 30d
Chroma41
Vald9
Release
Cadence days
Chroma4
Vald47
History
License
Spdx
Language
Primary
ChromaRust
ValdGo
Market
Content
Faq
Chroma7 items

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

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✓

Integrations

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

Chroma

Leader
2 total
  • Gemini
  • Superlinked
Independently observed

Vald

Not documented yet.

Still deciding?

Chroma or Vald: 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.