Comparison

Chroma vs Pinecone

On the evidence we track, Pinecone leads this comparison with a composite score of 75/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLAll open, no key required.
Chroma65
Pinecone75
Score
vioscaleAI score
Chroma65 / 100medium · 70%
Pinecone75 / 100high · 75%
Pricing
Free tier
Chroma
Pinecone
Model
Pineconefreemium
Price level
Chromalow
Pineconemid
Starting price
Chroma
Pinecone$20
Transparent
Chroma
Pinecone
Integrations
Count
Chroma
Pinecone8
Security
Certifications
Chroma
Gdpr
Chroma
Pinecone
Hipaa
Chroma
Pinecone
Iso27001
Chroma
Pinecone
Scorecard
Chroma5.1
Pinecone
Soc2
Chroma
Pinecone
Trust center
Reliability
Sla pct
Chroma
Pinecone99.95
Status page
Chroma
Pinecone
Adoption
Dependent repos
Chroma6,246
Pinecone
Github stars
Chroma29,270
Pinecone
Package downloads weekly
Chroma2,592,643
Pinecone
Activity
Commits last 30d
Chroma35
Pinecone
Release
Cadence days
Chroma4
Pinecone
History
Chroma20 items
Pinecone
License
Spdx
Pinecone
Language
Primary
ChromaRust
Pinecone
Content
Faq
Chroma7 items
Pinecone6 items

Capabilities

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

Deployment
Deployment
ChromaSelf-hosted
PineconeManaged
Serverless / consumption pricing
Chroma
Pinecone
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
Chroma-
PineconeHNSW, DiskANN
Distance metrics (cosine / dot / Euclidean)
Chroma-
Pineconecosine
Query
Metadata filtering
ChromaPre-filter
PineconePost-filter
Hybrid search (dense + sparse fusion)
Chroma
Pinecone
Built-in BM25 / lexical
Chroma
Pinecone
Storage
Quantization
Chroma-
Pinecone-
On-disk vs in-memory
ChromaTiered
PineconeTiered
Scale
Multi-tenancy (namespaces / collections / tenants)
Chroma
Pinecone
Horizontal scale
ChromaSharded / distributed
PineconeSharded / distributed
Consistency
Consistency
Chroma-
PineconeEventual
Licensing
Licence class
ChromaPermissive OSS
PineconeProprietary
Classification
Purpose-built vs feature-of-parent
ChromaDedicated DBMS
PineconeDedicated 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

Pinecone

Leader

A hosted vector database platform that enables developers to build AI-powered applications with vector search, retrieval-augmented generation, and semantic matching capabilities. It abstracts away infrastructure complexity with automatic scaling and pay-per-use pricing.

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 ↗

Pinecone

Leader
from $20/moHybridFree tier21-day trial

Free tier available. Paid plans from $20/month; production plans $50–$500/month minimum plus usage-based charges.

  • StarterFree
    • Dense, Sparse, and Full-Text Indexes
    • Console Metrics
    • Community Support via Discord
    • USA region only
  • Builder$20/month flat
    • Everything in Starter
    • Increased usage limits
    • Multiple projects and users
    • Any cloud and region
    • Prometheus and Datadog monitoring
    • +1 more
  • Standard$50/month minimum + usage-based. 3-week free trial with $300 credits.
    • Everything in Builder
    • Unlimited storage
    • Pay-as-you-go Database On-Demand, Inference, and Assistant usage
    • Dedicated Read Nodes
    • Import from object storage
    • +4 more
  • Enterprise$500/month minimum + usage-based
    • Everything in Standard
    • 99.95% Uptime SLA
    • Bring Your Own Cloud (BYOC)
    • Private Endpoints
    • Customer Managed Encryption Keys
    • +5 more
  • Bring Your Own CloudContact sales
    • Pinecone runs in customer's cloud account and VPC
    • Zero-access operations – no SSH, VPN, or inbound access
    • Outbound-only operations with auditable trail
    • AWS PrivateLink, GCP Private Service Connect, or Azure Private Link
as of verify ↗

Platform & deployment

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

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

Integrations

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

Chroma

Not documented yet.

Pinecone

Leader
17 total
  • Azure OpenAI
  • GitHub CoPilot
  • Azure Marketplace
  • Microsoft Marketplace
  • AWS
  • Google Cloud Platform
  • Microsoft Azure
  • Google Drive
  • Slack
  • Vercel
  • Claude
  • Datadog
  • Prometheus
  • GCP
  • Azure
  • Cursor
  • Vercel AI SDK
Independently observed
Still deciding?

Chroma or Pinecone: 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.

Chroma vs Pinecone: an evidence-based comparison · vioscaleAI