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

PineconeBuild knowledgeable AI

Comparison · Vector Databases · weekly run Nov 2

LanceDB vs Pinecone

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

The short answer

Pinecone is the stronger AI pick in Vector Databases: it has a visibility score of 71.8 versus 5.7 for LanceDB, and ranks ahead in 92% of the answers that name both.

Choose LanceDB if…

Open-source, serverless vector database
Embeds directly into applications and notebooks
Free local install without cloud signup
Seamless embedded or lakehouse table use

Choose Pinecone if…

You want the brand AI engines rank higher (71.8 vs 5.7)
AI answers describe it more positively (57% vs 31% positive)
You need ISO 27001 coverage
You prefer a larger, established vendor (51–200 employees)

AI visibility side by side

Latest weekly run · Nov 2

Metric	LanceDB	Pinecone
Visibility score	5.7%	71.8%
Change vs last week	New	New
Rank in Vector Databases	#11	#1
Share of voice	2.8%	14%
Mentions this run	13	66
Positive in AI answers	31%	57%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Pinecone leads on 3 of 3 engines

ChatGPT

6.1%

77%

AI Mode

6.1%

77.4%

Perplexity

61.1%

LanceDBPinecone

Head to head in AI answers

13 engine answers name both brands

1LanceDB ranked higher

12Pinecone ranked higher

Prompt	Engine	LanceDB	Pinecone
What are the best Vector Databases tools in 2026?	ChatGPT	#6	#1
What are the best Vector Databases tools in 2026?	Perplexity	#6	#2
Alternatives to the most popular vector database	ChatGPT	#6	#1
Alternatives to the most popular vector database	AI Mode	#9	#1
Alternatives to the most popular vector database	Perplexity	#9	#1
Best vector database with AI features	ChatGPT	#5	#1
Is there a free vector database for small teams?	AI Mode	#2	#6
Which Vector Databases tools offer annual discounts?	ChatGPT	#11	#6
Which Vector Databases tools offer annual discounts?	Perplexity	#7	#5
Official website of the top vector database vendors	ChatGPT	#11	#1
Official website of the top vector database vendors	AI Mode	#7	#1
Official website of the top vector database vendors	Perplexity	#5	#1

Features, pricing & fit

Dimension	LanceDB	Pinecone
Pricing model	—	Usage-based
Entry price	—	Free; paid from $20 / mo
Free plan	—	Yes
Deployment	Open-source edition embedded in the application; LanceDB Cloud serverless; Enterprise in the customer's own cloud.	Fully managed cloud service, with an optional bring-your-own-cloud (BYOC) deployment
Compliance	SOC 2 Type II, HIPAA, GDPR	SOC 2 Type II, HIPAA, GDPR, ISO 27001
Support	Contact form, with a reply promised within 48 hours	Community support via Discord on Starter, Free support with response SLAs available via Developer or Pro add-on, Pro support included on Enterprise and BYOC, Dedicated customer success and support SLAs on Enterprise
Founded	2022	2019
Headquarters	San Francisco, California	New York, NY
Employees	11–50	51–200
Funding	Series A	Series B · $138M raised
Best for	Feature teams building production AI applications with vector search and multimodal data.	Production AI applications, from solo developers and small teams to mission-critical enterprise deployments