Pinecone vs. Weaviate

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Pinecone
Score 8.9 out of 10
N/A
Pinecone is a fully managed vector database that makes it easy to add vector search to production applications. It combines state-of-the-art vector search libraries, advanced features such as filtering, and distributed infrastructure to provide high performance and reliability at any scale.
$0.07
per hour
Weaviate
Score 8.0 out of 10
N/A
Weaviate is an open-source vector database used to store data objects and vector embeddings from ML-models, and scale into billions of data objects, from the company of the same name in Amsterdam. Users can can index billions of data objects to search through, and combine multiple search techniques, such as keyword-based and vector search, to provide search experiences.
$0
Pricing
PineconeWeaviate
Editions & Modules
Enterprise
$0.01
per hour
Open Source — Free (self-hosted, BSD-3-Clause)
$0
Free Tier
$0
Flex
$45
per month
Premium
$400
per month
Enterprise
Contact Sales
per month
Offerings
Pricing Offerings
PineconeWeaviate
Free Trial
NoNo
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsWeaviate Cloud pricing is consumption-based. Add-on services are priced separately: Query Agent (free tier of 1,000 requests/month; $30/organization includes 4,000 requests, then usage-based) and Weaviate Embeddings (usage-based per token). Engram, Weaviate's agent-memory service, is a separate product with its own free and paid tiers.
More Pricing Information
Community Pulse
PineconeWeaviate
Considered Both Products
Pinecone
Weaviate

No answer on this topic

Features
PineconeWeaviate
Vector Database
Comparison of Vector Database features of Product A and Product B
Pinecone
7.5
1 Ratings
5% below category average
Weaviate
-
Ratings
Vector Data Connection10.01 Ratings00 Ratings
Attribute Management10.01 Ratings00 Ratings
Data Import/Export5.01 Ratings00 Ratings
Data Sharing and Collaboration5.01 Ratings00 Ratings
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PineconeWeaviate
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User Ratings
PineconeWeaviate
Likelihood to Recommend
10.0
(1 ratings)
-
(0 ratings)
Usability
9.0
(1 ratings)
-
(0 ratings)
User Testimonials
PineconeWeaviate
Likelihood to Recommend
Pinecone
Similarity search and ranking are fundamental capabilities, and Pinecone just has this nailed. Almost every application, especially those that talk to LLMs, can use this feature, and there is no reason to reinvent it or use anything more complicated or "full stack" than Pinecone. Pinecone is a powerful tool in this space.
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Weaviate
No answers on this topic
Pros
Pinecone
  • Adding a vector (of course) and we are able to add arbitrary metadata with it.
  • Similarity search, ranking and metadata retrieval.
  • The webui/console tools are nice when debugging/confirming something. Above-average tooling in this regard.
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Weaviate
No answers on this topic
Cons
Pinecone
  • Pinecone has come a long way (we have been using it for years). While the tooling used to have some rough edges, I can't really complain these days.
  • Migrating an entire database from one AWS zone to another basically required a full data dump and reload. That could be improved. I have not tried AWS=>GCP=>Azure replications/migrations, but suspect they are not yet well supported, and that would be helpful.
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Weaviate
No answers on this topic
Usability
Pinecone
It is lean and covers all the bases. I am sure there are one or two things that could be better, so 9 instead of 10.
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Weaviate
No answers on this topic
Alternatives Considered
Pinecone
We selected Pinecone because they had much more startup-friendly pricing.
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Weaviate
No answers on this topic
Return on Investment
Pinecone
  • When our product had a primitive search, we were lambasted by users, and we embraced Pinecone to fill an urgent need for something better. Over the years, it has become a wired-in foundation for more than a few product features.
  • The money we didn't spend creating and maintaining something "like" Pinecone has been one of our best investments.
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Weaviate
No answers on this topic
ScreenShots

Pinecone Screenshots

Screenshot of Pinecone App