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ChatGPT vs LanceDB comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 5, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

ChatGPT
Average Rating
8.2
Reviews Sentiment
5.3
Number of Reviews
6
Ranking in other categories
AI Writing Tools (4th), AI Code Assistants (6th), Large Language Models (LLMs) (4th), AI Proofreading Tools (3rd)
LanceDB
Average Rating
9.0
Reviews Sentiment
9.0
Number of Reviews
1
Ranking in other categories
Open Source Databases (14th), Vector Databases (2nd)
 

Mindshare comparison

ChatGPT and LanceDB aren’t in the same category and serve different purposes. ChatGPT is designed for Large Language Models (LLMs) and holds a mindshare of 6.2%, up 5.0% compared to last year.
LanceDB, on the other hand, focuses on Open Source Databases, holds 4.5% mindshare, up 1.3% since last year.
Large Language Models (LLMs)
Open Source Databases
 

Featured Reviews

RodrigoBassani - PeerSpot reviewer
Efficiently manages projects and daily tasks with personalized interaction
Some areas that could be improved with ChatGPT include the information they provide, as sometimes they hallucinate something that's not real. Sometimes they comment positively without being asked, and I have questioned ChatGPT that I don't want the prompt to agree with me but rather to challenge me. If I provide a slide and ask to compare it to McKinsey or other big companies and scale it from zero to 10, they might say it's an eight and suggest improvements to reach nine or ten. However, these evaluations aren't always realistic because if you're not a specialist on the subject, you might create something that's not accurate. This becomes problematic because we are working with real clients, not experiments. When working on real cases, I have to be the one to validate that the information is accurate. Sometimes they provide information that isn't real. You have to be the gate to validate that this information is correct before proceeding. For simpler tasks adjusting communication style or making text more formal, they perform perfectly. However, for complex cases, I don't use ChatGPT as the source of truth because it's not always accurate. If you delegate it to make decisions in your place, it could create significant problems to solve.
Arucy Lionel - PeerSpot reviewer
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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Top Industries

By visitors reading reviews
Computer Software Company
17%
Manufacturing Company
9%
Energy/Utilities Company
8%
Comms Service Provider
8%
Computer Software Company
14%
Financial Services Firm
10%
University
10%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with ChatGPT?
I think it's pretty good. No recommendations.
What is your primary use case for ChatGPT?
I don't have one use case. I have many. I use ChatGPT for creativity and brainstorming. I often use it to generate ten or twenty ideas for a topic, and that often helps me to then pick which direct...
What advice do you have for others considering ChatGPT?
Just use it. Just don't be afraid to use it. Just go with it. I would rate ChatGPT a nine on a scale of one to ten. It's really, really good.
What do you like most about LanceDB?
The most valuable feature of LanceDB is its simplicity.
What is your experience regarding pricing and costs for LanceDB?
I am using the community edition of LanceDB, which is very cheap.
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.
 

Comparisons

 

Also Known As

Rockset
No data available
 

Overview

 

Sample Customers

1. Adobe 2. Cisco 3. Comcast 4. DoorDash 5. Expedia 6. Facebook 7. GitHub 8. IBM 9. Lyft 10. Microsoft 11. Netflix 12. Oracle 13. Pinterest 14. Reddit 15. Salesforce 16. Slack 17. Spotify 18. Square 19. Target 20. Twitter 21. Uber 22. Verizon 23. Visa 24. Walmart 25. Yelp 26. Zoom 27. Airbnb 28. Dropbox 29. eBay 30. Google 31. LinkedIn 32. Amazon
Information Not Available
Find out what your peers are saying about ChatGPT vs. Gemini and other solutions. Updated: June 2025.
859,533 professionals have used our research since 2012.