Comparison

Chroma vs Infinity

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
Infinity49
Score
Vioscale score
Chroma68 / 100medium · 70%
Infinity49 / 100low · 46%
Pricing
Free tier
Chroma
Infinity
Model
Infinityopen_source
Price level
Chromalow
Infinityfree
Transparent
Chroma
Infinity
Reliability
Status page
Chroma
Infinity
Adoption
Dependent repos
Chroma6,246
Infinity0
Github stars
Chroma29,148
Infinity4,683
Package downloads weekly
Chroma2,592,643
Infinity
Activity
Commits last 30d
Chroma81
Infinity7
Release
Cadence days
Chroma4
Infinity5
History
Chroma20 items
Infinity20 items
License
Spdx
InfinityApache-2.0
Language
Primary
ChromaRust
InfinityC++
Market

Capabilities

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

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

Infinity

An AI-native database built for language model applications, offering rapid hybrid search across dense vectors, sparse vectors, tensors, and full-text data. It features a single-binary architecture deployable via Docker or binary without external dependencies, with a Python API for developer convenience.

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 ↗

Infinity

Open sourceFree tier
as of verify ↗

Platform & deployment

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

Platforms
Web
Chroma
Infinity
macOS
Chroma
Infinity
Windows
Chroma
Infinity
Linux
Chroma
Infinity
CLI
Chroma
Infinity
Deployment
Cloud / SaaS
Chroma
Infinity
Self-hosted
Chroma
Infinity
Hybrid
Chroma
Infinity

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