vioscaleAI
Comparison

LanceDB 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.

LanceDB full profile →Pinecone full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
LanceDB59
★Pinecone75
Score
vioscaleAI score
LanceDB59 / 100medium · 53%
Pinecone75 / 100medium · 74%
Pricing
Free tier
LanceDB✓
Pinecone✓
Model
LanceDBopen_source
Pineconefreemium
Price level
LanceDBfree
Pineconemid
Starting price
LanceDB–
Pinecone$20
Transparent
LanceDB–
Pinecone✓
Integrations
Count
LanceDB15
Pinecone8
Security
Certifications
Disclosure policy
LanceDB✓
Pinecone–
Gdpr
LanceDB✓
Pinecone✓
Hipaa
LanceDB✓
Pinecone✓
Iso27001
LanceDB–
Pinecone✓
Soc2
LanceDB✓
Pinecone✓
Trust center
Vulnerabilities
Reliability
Sla pct
LanceDB–
Pinecone99.95
Status page
LanceDB–
Pinecone✓
Adoption
Dependent repos
LanceDB453
Pinecone–
Github stars
LanceDB11,663
Pinecone–
Package downloads weekly
LanceDB1,423,043
Pinecone–
Activity
Commits last 30d
LanceDB100
Pinecone–
Release
History
LanceDB20 items
Pinecone–
License
Spdx
LanceDBApache-2.0
Pinecone–
Language
Primary
LanceDBRust
Pinecone–
Market
Availability
Content
Faq
LanceDB6 items
Pinecone6 items

Capabilities

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

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

What each one is

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

LanceDB

A specialized lakehouse platform designed to store and query text, images, and vector data together, enabling high-performance vector search for real-time and historical multimodal AI workloads.

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.

LanceDB

Open sourceFree tier
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
LanceDB✓
Pinecone✓
Deployment
Cloud / SaaS
LanceDB✓
Pinecone✓
Self-hosted
LanceDB✓
Pinecone✗
Hybrid
LanceDB✗
Pinecone✓

Integrations

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

LanceDB

20 total
  • LangChain
  • LlamaIndex
  • DuckDB
  • Apache Arrow
  • Pandas
  • Polars
  • CrewAI
  • Hugging Face
  • Apache Fluss
  • Ray
  • Volcano Engine
  • Voxel51
  • Continue
  • OpenClaw
  • LeRobot
  • Fluss
  • Apache Flink
  • MemGPT
  • OpenSearch
  • Flight SQL
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?

LanceDB 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.