LanceDBThe multimodal lakehouse for AI, accelerating large-scale data curation and feature engineering.

RedisReal-time data for agents & apps

Comparison · Vector Databases · weekly run Nov 2

LanceDB vs Redis

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

Redis is the stronger AI pick in Vector Databases: it has a visibility score of 7.7 versus 5.7 for LanceDB, and ranks ahead in 67% of the answers that name both.

Choose LanceDB if…

You need SOC 2 Type II coverage
Open-source, serverless vector database
Embeds directly into applications and notebooks
Free local install without cloud signup

Choose Redis if…

You want the brand AI engines rank higher (7.7 vs 5.7)
AI answers describe it more positively (33% vs 31% positive)
You need a self-hosted or on-premises option
You need SOC 2 or ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or ISO 42001 or ISO 22301 or ISO 9001 or PCI DSS or CCPA or CSA STAR or VPAT or FIPS 140-3 coverage

AI visibility side by side

Latest weekly run · Nov 2

Metric	LanceDB	Redis
Visibility score	5.7%	7.7%
Change vs last week	New	New
Rank in Vector Databases	#11	#10
Share of voice	2.8%	3%
Mentions this run	13	14
Positive in AI answers	31%	33%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

LanceDB 0pp · Redis 0pp over 0 weekly runs.

Engine by engine

Redis leads on 2 of 3 engines

ChatGPT

6.1%

AI Mode

6.1%

3.5%

Perplexity

13.5%

LanceDBRedis

Head to head in AI answers

6 engine answers name both brands

2LanceDB ranked higher

4Redis ranked higher

Prompt	Engine	LanceDB	Redis
What are the best Vector Databases tools in 2026?	ChatGPT	#6	#9
Alternatives to the most popular vector database	Perplexity	#9	#6
Which Vector Databases tools offer annual discounts?	ChatGPT	#11	#5
Which Vector Databases tools offer annual discounts?	Perplexity	#7	#2
Official website of the top vector database vendors	ChatGPT	#11	#7
Official website of the top vector database vendors	Perplexity	#5	#7

Features, pricing & fit

Dimension	LanceDB	Redis
Pricing model	—	Usage-based
Entry price	—	Free; paid from $0.007 / mo
Free plan	—	Yes
Deployment	Open-source edition embedded in the application; LanceDB Cloud serverless; Enterprise in the customer's own cloud.	Managed cloud service (Redis Cloud) on AWS, Azure and Google Cloud, plus on-premises and hybrid deployment with Redis Software.
Compliance	SOC 2 Type II, HIPAA, GDPR	SOC 2, ISO 27001, ISO 27017, ISO 27018, ISO 27701, ISO 42001, ISO 22301, ISO 9001, PCI DSS, HIPAA, GDPR, CCPA, CSA STAR, VPAT, FIPS 140-3
Support	Contact form, with a reply promised within 48 hours	Community support on the free plan, Basic support on Essentials plans, Redis support team on paid plans, Knowledge base
Founded	2022	2011
Headquarters	San Francisco, California	San Francisco, CA
Employees	11–50	1,001–5,000
Funding	Series A	Series D
Best for	Feature teams building production AI applications with vector search and multimodal data.	Developers and digital businesses building fast apps and real-time AI agents that need low-latency data access.