AWS vs Dremio

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

The short answer

AWS is the stronger AI pick in Data Warehouse: it has a visibility score of 32.5 versus 0.6 for Dremio, and ranks ahead in 100% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (32.5 vs 0.6)
You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or FedRAMP or DoD SRG or ISO 9001 or ISO 27001 coverage
Core federation and multi-account management included at no extra charge
Enterprise-grade reliability and uptime on AWS infrastructure

Choose Dremio if…

AI answers describe it more positively (50% vs 16% positive)
You need a self-hosted or on-premises option
You need SOC 2 Type 2 or ISO 27001:2013 or GDPR or CCPA coverage
keeps data in an open lakehouse without copying it into a proprietary warehouse

AI visibility side by side

Latest weekly run · Nov 3

Metric	AWS	Dremio
Visibility score	32.5%	0.6%
Change vs last week	New	New
Rank in Data Warehouse	#5	#27
Share of voice	9.3%	0.4%
Mentions this run	52	2
Positive in AI answers	16%	50%

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

Visibility score trend

Weekly runs over the last 60 days

AWS 0pp · Dremio 0pp over 0 weekly runs.

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT

34.6%

0.9%

AI Mode

42%

Perplexity

20.7%

0.9%

AWSDremio

Head to head in AI answers

2 engine answers name both brands

2AWS ranked higher

0Dremio ranked higher

Prompt	Engine	AWS	Dremio
What are the best data warehouse tools in 2026?	Perplexity	#6	#11
Official website of the top data warehouse vendors	ChatGPT	#4	#15

Features, pricing & fit

Dimension	AWS	Dremio
Pricing model	—	Usage-based
Entry price	—	$0.2 / mo
Free plan	—	No · 30-day trial
Deployment	—	Fully managed cloud service (Dremio Cloud) or self-managed software on Kubernetes, on-premises or in AWS, Azure or GCP (Dremio Enterprise).
Compliance	SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001	SOC 2 Type 2, ISO 27001:2013, GDPR, CCPA
Support	—	Enterprise-grade support plans, Security documentation and Trust Center, Hands-on workshops
Founded	2021	2015
Headquarters	Seattle, Washington	—
Employees	5,000+	—
Funding	—	Series E
Best for	—	Teams wanting a zero-maintenance, cloud-native experience and fast time to value (Dremio Cloud); organizations needing full control, on-prem requirements, or strict compliance constraints (Dremio Enterprise).