Marqo vs turbopuffer

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

The short answer

turbopuffer is the stronger AI pick in Vector Databases: it has a visibility score of 4.6 versus 0.7 for Marqo, and ranks ahead in 50% of the answers that name both.

Choose Marqo if…

You prefer a larger, established vendor (51–200 employees)

Choose turbopuffer if…

You want the brand AI engines rank higher (4.6 vs 0.7)
AI answers describe it more positively (33% vs 0% positive)
You need SOC 2 Type 2 or HIPAA (Business Associate Agreement available) or GDPR-ready DPA coverage
serverless vector and full-text search built on object storage

AI visibility side by side

Latest weekly run · Nov 2

Metric	Marqo	turbopuffer
Visibility score	0.7%	4.6%
Change vs last week	New	New
Rank in Vector Databases	#25	#14
Share of voice	0.4%	1.9%
Mentions this run	2	9
Positive in AI answers	0%	33%

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

Visibility score trend

Weekly runs over the last 60 days

Marqo 0pp · turbopuffer 0pp over 0 weekly runs.

Engine by engine

turbopuffer leads on 3 of 3 engines

ChatGPT

1.3%

6.7%

AI Mode

4.3%

Perplexity

0.9%

2.8%

Marqoturbopuffer

Head to head in AI answers

2 engine answers name both brands

1Marqo ranked higher

1turbopuffer ranked higher

Prompt	Engine	Marqo	turbopuffer
Official website of the top vector database vendors	ChatGPT	#6	#12
Official website of the top vector database vendors	Perplexity	#14	#13

Features, pricing & fit

Dimension	Marqo	turbopuffer
Pricing model	—	Usage-based
Entry price	—	$16 / mo
Free plan	—	No
Deployment	Deployed via API or one-click integrations with commerce platforms	Multi-tenant cloud on usage-based plans; single-tenant and bring-your-own-cloud (BYOC) deployments on the enterprise plan.
Compliance	—	SOC 2 Type 2, HIPAA (Business Associate Agreement available), GDPR-ready DPA
Support	Talk to a search expert, Book a 30-minute demo with a live proof-of-concept on your own catalog	Community Slack and email on all plans, Private Slack channel on higher plans, 24/7 support and 99.95% uptime SLA on enterprise
Founded	2022	2023
Headquarters	San Francisco, California, USA	Ottawa, Ontario, Canada
Employees	51–200	11–50
Funding	Series A · $18M raised	Seed
Best for	Enterprise retail brands with large product catalogs in fashion, beauty, electronics and home goods	Teams building AI applications, semantic search or recommendation systems that need large-scale vector and full-text search at lower cost.