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LanceDB vs Pinecone comparison

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LanceDB Logo
LanceDB
Read 1 LanceDB review
940 views|832 comparisons
100% willing to recommend
Pinecone Logo
Pinecone
Read 4 Pinecone reviews
1,025 views|982 comparisons
100% willing to recommend
Comparison Buyer's Guide
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Buyer's Guide
Vector Databases
May 2024
Executive Summary

We performed a comparison between LanceDB and Pinecone based on real PeerSpot user reviews.

Find out what your peers are saying about Elastic, Meta, Chroma and others in Vector Databases.
To learn more, read our detailed Vector Databases Report (Updated: May 2024).
Download the complete report
772,679 professionals have used our research since 2012.
Featured Review
Arucy Lionel
A simple solution that has very good documentation and low research consumption
LanceDB has improved our organization. Originally, I used RediSearch, which was complex because the app had to call an external service. Since... Read more →
OmkarPatil
A reliable cloud solution for building an ERP dashboard
We are using Pinecone for retrieval. Pinecone did a really great job in marketing and perfecting its adoption. That was very helpful because we... Read more →
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pricing and Cost Advice
  • "I am using the community edition of LanceDB, which is very cheap."

    • More LanceDB Pricing and Cost Advice →

  • "I have experience with the tool's free version."
  • "The solution is relatively cheaper than other vector DBs in the market."

    • More Pinecone Pricing and Cost Advice →

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    Questions from the Community
    What do you like most about LanceDB?
    Top Answer:The most valuable feature of LanceDB is its simplicity.
    What is your experience regarding pricing and costs for LanceDB?
    Top Answer:I am using the community edition of LanceDB, which is very cheap.
    What is your primary use case for LanceDB?
    Top Answer:I use LanceDB for intent detection for the bot and for managing the knowledge base. When you upload a bunch of text to the bot, it will use that to know what to say when the user presents a request.
    What do you like most about Pinecone?
    Top Answer:We chose Pinecone because it covers most of the use cases.
    Read all 2 answers   →
    What needs improvement with Pinecone?
    Top Answer:Onboarding could be better and smoother. Navigation is difficult because most of us rely on watching tutorials on YouTube to understand how to use this software. The onboarding journey should explain… more »
    Read all 2 answers   →
    What is your primary use case for Pinecone?
    Top Answer:We've been building an ERP dashboard using generative UI. We needed a vector database to retrieve and implement augmentation, so we opted to use Pinecone. We chose Pinecone because it covers most of… more »
    Read all 2 answers   →
    Ranking
    8th
    out of 21 in Vector Databases
    Views
    940
    Comparisons
    832
    Reviews
    1
    Average Words per Review
    387
    Rating
    9.0
    6th
    out of 21 in Vector Databases
    Views
    1,025
    Comparisons
    982
    Reviews
    4
    Average Words per Review
    545
    Rating
    8.0
    Comparisons
    Chroma logo
    Chroma vs. LanceDB
    Compared 56% of the time.
    Milvus logo
    Milvus vs. LanceDB
    Compared 17% of the time.
    Qdrant logo
    Qdrant vs. LanceDB
    Compared 11% of the time.
    PostgreSQL logo
    PostgreSQL vs. LanceDB
    Compared 3% of the time.
    Redis logo
    Redis vs. LanceDB
    Compared 2% of the time.
    More LanceDB Competitors   →
    OpenSearch logo
    OpenSearch vs. Pinecone
    Compared 37% of the time.
    Faiss logo
    Faiss vs. Pinecone
    Compared 21% of the time.
    Elastic Search logo
    Elastic Search vs. Pinecone
    Compared 14% of the time.
    Qdrant logo
    Qdrant vs. Pinecone
    Compared 10% of the time.
    Cassandra logo
    Cassandra vs. Pinecone
    Compared 2% of the time.
    More Pinecone Competitors   →
    Learn More
    LanceDB
    Pinecone
    Overview

    Zero management overhead, developer-friendly and open source. LanceDB is lightweight, scales from development to production and is 100x cheaper than alternatives.

    Pinecone is a powerful tool for efficiently storing and retrieving vector embeddings. It is highly praised for its scalability, speed, and ease of integration with existing workflows. 

    Users find it particularly useful for similarity search, recommendation systems, and natural language processing. 

    Its efficient search capabilities, seamless integration with existing systems, and ability to handle large-scale datasets make it a valuable tool for data analysis and retrieval.

    Sample Customers
    Information Not Available
    1. Airbnb 2. DoorDash 3. Instacart 4. Lyft 5. Pinterest 6. Reddit 7. Slack 8. Snapchat 9. Spotify 10. TikTok 11. Twitter 12. Uber 13. Zoom 14. Adobe 15. Amazon 16. Apple 17. Facebook 18. Google 19. IBM 20. Microsoft 21. Netflix 22. Salesforce 23. Shopify 24. Square 25. Tesla 26. TikTok 27. Twitch 28. Uber Eats 29. WhatsApp 30. Yelp 31. Zillow 32. Zynga
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company14%
    Educational Organization13%
    Financial Services Firm9%
    University8%
    VISITORS READING REVIEWS
    Computer Software Company16%
    Comms Service Provider9%
    Educational Organization9%
    Financial Services Firm9%
    Company Size
    VISITORS READING REVIEWS
    Small Business30%
    Midsize Enterprise13%
    Large Enterprise57%
    VISITORS READING REVIEWS
    Small Business28%
    Midsize Enterprise19%
    Large Enterprise54%
    Buyer's Guide
    Vector Databases
    May 2024
    Download Free Report
    Find out what your peers are saying about Elastic, Meta, Chroma and others in Vector Databases. Updated: May 2024.
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    772,679 professionals have used our research since 2012.

    LanceDB is ranked 8th in Vector Databases with 1 review while Pinecone is ranked 6th in Vector Databases with 4 reviews. LanceDB is rated 9.0, while Pinecone is rated 8.0. The top reviewer of LanceDB writes "A simple solution that has very good documentation and low research consumption". On the other hand, the top reviewer of Pinecone writes "Helps retrieve data, relatively cheaper, and provides useful documentation". LanceDB is most compared with Chroma, Milvus, Qdrant, PostgreSQL and Redis, whereas Pinecone is most compared with OpenSearch, Faiss, Elastic Search, Qdrant and Cassandra.

    See our list of best Vector Databases vendors.

    We monitor all Vector Databases reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.