LanceDB vs Redis comparison

LanceDB and RedisLabs are both solutions in the Vector Databases category. LanceDB is ranked #8 with an average rating of 9.0, while RedisLabs is ranked #4 with an average rating of 8.8. Additionally, 100% of LanceDB users are willing to recommend the solution, compared to 100% of RedisLabs users who would recommend it.

LanceDB

Read 1 LanceDB review

1,763 Views
1,601 Comparison Views

100% willing to recommend

Redis

Read 19 Redis reviews

1,076 Views
956 Comparison Views

100% willing to recommend

LanceDB

Redis

Comparison Buyer's Guide

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Executive Summary

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

Find out what your peers are saying about Elastic, Chroma, Meta and others in Vector Databases.

To learn more, read our detailed Vector Databases Report (Updated: November 2024).

Buyer's Guide

Vector Databases

November 2024

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Helped 816,406 peers since 2012

Categories and Ranking

LanceDB

Ranking in Vector Databases

8th

Average Rating

9.0

Number of Reviews

Ranking in other categories

Open Source Databases (13th)

Redis

Ranking in Vector Databases

4th

Average Rating

8.8

Number of Reviews

Ranking in other categories

NoSQL Databases (8th), In-Memory Data Store Services (1st)

Featured Reviews

Arucy Lionel

Co-Founder at Afriziki

A simple solution that has very good documentation and low research consumption

LanceDB is deployed on-cloud in our organization. I have only utilized the community-specific version. They have a server-client version that might actually be useful for a lot of other people. I just needed the direct one, which works quite well for me. I don't know how good the server client version is yet. Overall, I rate LanceDB a nine out of ten.

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Chethan Rao S

Software Engineer at Medflix

Performs much better than traditional databases, integrates well and lot of learning resources available

It improved the performance. For example, data structures like hashmaps in Redis make it a very fast database – much faster than traditional SQL databases. It can perform at significantly higher speeds. Latencies are very low. Our primary focus wasn't on saving money but on improving performance for that specific feature. So, performance has been the key improvement. Every calculation happened in real time. It improved the performance 10X. In our company, we have limited resources, so we can't manage the database ourselves. We use services from Azure for that. So, Redis integrates well with those services. We use Azure Cache for Redis.

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Top Industries

By visitors reading reviews

Computer Software Company

16%

Financial Services Firm

10%

University

Educational Organization

Financial Services Firm

20%

Computer Software Company

16%

Educational Organization

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about LanceDB?

The most valuable feature of LanceDB is its simplicity.

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What is your experience regarding pricing and costs for LanceDB?

I am using the community edition of LanceDB, which is very cheap.

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What is your primary use case for LanceDB?

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.

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What do you like most about Redis?

Redis is better tested and is used by large companies. I haven't found a direct alternative to what Redis offers. Plus, there are a lot of support and learning resources available, which help you u...

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What needs improvement with Redis?

Redis could improve its efficiency in handling locally stored data, not just Amazon Cloud or Google Cloud. It would be helpful if Redis could provide a one-stop solution for all data varieties, whi...

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What is your primary use case for Redis?

I used Redis for a one-time implementation while working on a college project. I implemented it locally on a machine and used it for a vector search.

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Comparisons

Chroma vs LanceDB

Compared 50% of the time

Milvus vs LanceDB

Compared 17% of the time

Qdrant vs LanceDB

Compared 10% of the time

Pinecone vs LanceDB

Compared 8% of the time

Faiss vs LanceDB

Compared 2% of the time

More LanceDB Competitors

Amazon SQS vs Redis

Compared 16% of the time

Chroma vs Redis

Compared 13% of the time

OpenSearch vs Redis

Compared 7% of the time

Faiss vs Redis

Compared 7% of the time

More Redis Competitors

Product Reports

Buyer's Guide

Open Source Databases

October 2024

Download LanceDB product report

Buyer's Guide

Oracle Coherence vs. Redis

October 2024

Download Redis product report

Also Known As

No data available

Redis Enterprise

Learn More

LanceDB

RedisLabs

Overview

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

Redis is a high-performance, scalable, and easy-to-use caching solution that improves application performance. It is also used for session management, real-time analytics, and as a message broker.

Redis's valuable features include its ability to handle large amounts of data quickly, its simplicity and straightforward setup process, and its support for various data structures, providing flexibility for different use cases.

Sample Customers

Information Not Available

1. Twitter 2. GitHub 3. StackOverflow 4. Pinterest 5. Snapchat 6. Craigslist 7. Digg 8. Weibo 9. Airbnb 10. Uber 11. Slack 12. Trello 13. Shopify 14. Coursera 15. Medium 16. Twitch 17. Foursquare 18. Meetup 19. Kickstarter 20. Docker 21. Heroku 22. Bitbucket 23. Groupon 24. Flipboard 25. SoundCloud 26. BuzzFeed 27. Disqus 28. The New York Times 29. Walmart 30. Nike 31. Sony 32. Philips

Find out what your peers are saying about Elastic, Chroma, Meta and others in Vector Databases. Updated: November 2024.

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