vioscaleAI
Comparison

Infinity 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.

Infinity full profile →Pinecone full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Infinity49
★Pinecone75
Score
vioscaleAI score
Infinity49 / 100low · 39%
Pinecone75 / 100medium · 74%
Pricing
Free tier
Infinity✓
Pinecone✓
Model
Infinityopen_source
Pineconefreemium
Price level
Infinityfree
Pineconemid
Starting price
Infinity–
Pinecone$20
Transparent
Infinity–
Pinecone✓
Integrations
Count
Infinity–
Pinecone8
Security
Certifications
Gdpr
Infinity–
Pinecone✓
Hipaa
Infinity–
Pinecone✓
Iso27001
Infinity–
Pinecone✓
Soc2
Infinity–
Pinecone✓
Trust center
Vulnerabilities
Reliability
Sla pct
Infinity–
Pinecone99.95
Status page
Infinity–
Pinecone✓
Adoption
Dependent repos
Infinity0
Pinecone–
Github stars
Infinity4,740
Pinecone–
Activity
Commits last 30d
Infinity6
Pinecone–
Release
Cadence days
Infinity6
Pinecone–
History
Infinity20 items
Pinecone–
License
Spdx
InfinityApache-2.0
Pinecone–
Language
Primary
InfinityC++
Pinecone–
Market
Availability
Infinity–
PineconeAvailable worldwide
Content
Faq
Infinity5 items
Pinecone6 items

Capabilities

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

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

What each one is

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

Infinity

An AI-focused database system designed for language models that delivers high-speed hybrid search across multiple data types, including vector embeddings, sparse vectors, tensor data, and full-text content.

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.

Infinity

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
Infinity✗
Pinecone✓
macOS
Infinity✓
Pinecone✗
Windows
Infinity✓
Pinecone✗
Linux
Infinity✓
Pinecone✗
Deployment
Cloud / SaaS
Infinity✗
Pinecone✓
Self-hosted
Infinity✓
Pinecone✗
Hybrid
Infinity✗
Pinecone✓

Integrations

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

Infinity

Not documented yet.

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?

Infinity 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.