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InfluxDB vs LanceDB comparison

 

Comparison Buyer's Guide

Executive Summary

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

InfluxDB
Ranking in Open Source Databases
9th
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
11
Ranking in other categories
Non-Relational Databases (2nd), Network Monitoring Software (23rd), IT Infrastructure Monitoring (23rd), NoSQL Databases (3rd)
LanceDB
Ranking in Open Source Databases
14th
Average Rating
9.0
Reviews Sentiment
9.0
Number of Reviews
1
Ranking in other categories
Vector Databases (2nd)
 

Mindshare comparison

As of June 2025, in the Open Source Databases category, the mindshare of InfluxDB is 4.0%, up from 3.2% compared to the previous year. The mindshare of LanceDB is 4.5%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases
 

Featured Reviews

DeepakR - PeerSpot reviewer
An open-source database that can be used to insert data
InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data collection for all KPIs. This happens because the agent stops working if there's an issue with any configuration part. To address this, it is essential to ensure that all configurations are part of the agent's EXE file when provided. This makes it easier to package the agent for server installation and ensures all KPIs are available from the server. Additionally, the agent cannot encrypt and decrypt passwords for authentication, which can be problematic when monitoring URLs or requiring authentication tokens. This requires additional scripting and can prolong service restart times.
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
Financial Services Firm
14%
Computer Software Company
13%
Manufacturing Company
10%
Comms Service Provider
8%
Computer Software Company
15%
Financial Services Firm
11%
Comms Service Provider
10%
University
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about InfluxDB?
InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data ...
What needs improvement with InfluxDB?
One area for improvement is the querying language. InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying. Though we can adapt to the Flux ( /p...
What is your primary use case for InfluxDB?
We are developing a trading agent that uses multiple machine learning models to adapt to the crypto market in real time. InfluxDB ( /products/influxdb-reviews ) is used to collect data on crypto co...
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

 

Overview

 

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo
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