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 formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Chroma63
★Pinecone75
Score
vioscaleAI score
Chroma63 / 100high · 75%
Pinecone75 / 100medium · 74%
Pricing
Free tier
Chroma✓
Pinecone✓
Model
Chromafreemium
Pineconefreemium
Price level
Chromalow
Pineconemid
Starting price
Chroma–
Pinecone$20
Transparent
Chroma✓
Pinecone✓
Integrations
Count
Chroma2
Pinecone8
Security
Certifications
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
Chroma29,495
Pinecone–
Package downloads weekly
Chroma1,906,768
Pinecone–
Activity
Commits last 30d
Chroma41
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)
ChromaHNSW
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
ChromaBinary
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 vector search system offering serverless infrastructure with vector, hybrid, and full-text search capabilities that handles embeddings and indexing automatically.

Independently observed

Pinecone

Leader

A cloud-hosted vector database designed for AI applications, enabling fast semantic search and retrieval without performance degradation at scale. Supports dense, sparse, and full-text search with automatic indexing and built-in compliance for production use.

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

2 total
  • Gemini
  • Superlinked
Independently observed

Pinecone

Leader
20 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
  • Confluent
  • Zapier
  • Discord
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.