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Databases · head to head

Vespa vs Pinecone

Vespa logo

Vespa

Databases

Distributed AI search platform for retrieval, ranking, and inference

From
Free
Rated
-
Full reviewWebsite
Pinecone logo

Pinecone

Machine Learning

Vector database for machine learning

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Vespa pricing not publicly listed, requires contacting sales; Pinecone reads and writes are billed on separate meters, and reads are far more expensive, at $16 to $18 per million against $4 to $4.50 for writes on Standard
  • They diverge on capability: Vespa covers Vector search, Pinecone covers Vector similarity search.

Where they differ

Only the attributes on which Vespa and Pinecone actually diverge.

Attributes where Vespa and Pinecone differ
AttributeVespaPinecone
Pricing modelcontact-salesfreemium
PlatformsCloud, Self-hostedWeb
CategoryDatabasesMachine Learning
Founded20232019

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Vespa

  • Vector search
  • Text and structured search
  • Machine-learned ranking
  • Real-time serving
  • SQL interface
  • Automatic scaling
  • Open-source

Only in Pinecone

  • Vector similarity search
  • Metadata filtering
  • Namespace partitioning
  • Real-time updates
  • Hybrid search
  • OpenAI
  • Cohere
  • LangChain

What people use each for

The jobs each tool is most often brought in to do.

Vespa

  • Build RAG systems with semantic search over documentsnot Pinecone
  • Power e-commerce search with ML rankingnot Pinecone
  • Create recommendation engines for personalizationnot Pinecone
  • Implement real-time search for news or feedsnot Pinecone
  • Deploy private semantic search over sensitive datanot Pinecone

Pinecone

  • Vector database for AI/ML applicationsnot Vespa
  • Semantic search implementationnot Vespa
  • Recommendation systemsnot Vespa
  • RAG (Retrieval-Augmented Generation) architecturesnot Vespa

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Vespa

  • Pricing not publicly listed, requires contacting sales
  • Steeper learning curve compared to simpler search tools
  • Operational complexity for self-hosted deployments
  • Smaller ecosystem compared to cloud-native alternatives

Pinecone

  • Reads and writes are billed on separate meters, and reads are far more expensive, at $16 to $18 per million against $4 to $4.50 for writes on Standard
  • Unit prices vary by region, so the same workload costs different amounts in different places
  • The Standard plan carries a $50 monthly minimum and Enterprise $500, charged whether or not the usage reaches it
  • Enterprise pays more per unit as well as more in minimum, at $24 to $27 per million reads against Standard's $16 to $18
  • Indexes and namespaces are capped by plan, at 5 indexes on the free tier and 20 on Standard
  • RBAC and SSO require the Standard plan

Pricing, plan by plan

Vespa

Free

No published plan breakdown. See the Vespa review.

Pinecone

Free
  • StarterFree
    • 2GB storage
    • 2M write units/month
    • 1M read units/month
  • Builder$20/month
    • 10GB storage
    • 5M write units
    • 2M read units
  • Standard$50/month
    • Unlimited storage ($0.33/GB/month)
    • 20 indexes per project
    • 100K namespaces
  • Enterprise$500/month
    • 99.95% uptime SLA
    • BYOC (Bring Your Own Cloud) option
    • Private endpoints

Which should you pick?

Choose Vespa if

  • You need vector search.
  • You want to start without paying.
  • You work on Cloud, Self-hosted.
  • You also want text and structured search.
Vespa review

Choose Pinecone if

  • You need vector similarity search.
  • You want to start without paying.
  • You also want metadata filtering.
Pinecone review

Questions people ask

Is Vespa or Pinecone better?
Neither clearly leads. Vespa starts at Free and Pinecone at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Vespa or Pinecone?
Vespa starts at Free and Pinecone at Free.
Does Vespa or Pinecone run on more platforms?
Vespa runs on Cloud, Self-hosted. Pinecone runs on Web.
Can I use Vespa for free?
Both have a free tier, so you can try either at no cost before committing.
What is Vespa best used for?
Vespa is most often used for build rag systems with semantic search over documents, power e-commerce search with ml ranking, create recommendation engines for personalization, implement real-time search for news or feeds. Of those, build rag systems with semantic search over documents and power e-commerce search with ml ranking are not what Pinecone is typically brought in for.
What can Vespa do that Pinecone cannot?
Vespa covers Vector search, Text and structured search, Machine-learned ranking, Real-time serving. Pinecone covers Vector similarity search, Metadata filtering, Namespace partitioning, Real-time updates.

Answered from the vendors’ own pages

Vespa: Is Vespa open-source?

Yes, Vespa is open-source under the Apache 2.0 license. The code is available on GitHub, and you can self-host or use the managed cloud service.

Source
Pinecone: Does Pinecone offer a free plan?

Yes, Pinecone's Starter tier is free and includes 2GB storage, 2M write units/month, 1M read units/month, and supports up to 2 users and 1 project.

Source
Vespa: What latency can Vespa achieve?

Vespa is designed for sub-100 millisecond latencies with thousands of queries per second, suitable for real-time search and recommendation applications.

Source
Pinecone: What are Pinecone's storage costs on the Standard plan?

On the Standard plan, storage costs $0.33/GB per month. Read units cost $16-18 per million units; write units cost $4-4.50 per million units.

Source
Vespa: Does Vespa support vector search?

Yes, Vespa provides native vector search capabilities alongside text, structured data, and tensor operations for building comprehensive search and AI applications.

Source
Pinecone: What support options does Pinecone provide?

Starter tier includes community Discord support. Builder tier includes free support. Standard tier support costs $29/month for Developer or $250/month for Pro. Enterprise tier includes Pro support.

Source
Vespa: What is the pricing model for Vespa Cloud?

Vespa Cloud pricing is not publicly listed and requires contacting their sales team to discuss your specific use case and scale requirements.

Source
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