AWS vs ClickHouse

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 16.5 for ClickHouse, and ranks ahead in 70% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (32.5 vs 16.5)
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
You prefer a larger, established vendor (5,000+ employees)
Core federation and multi-account management included at no extra charge

Choose ClickHouse if…

AI answers describe it more positively (58% vs 16% positive)
You need HIPAA or PCI coverage
fast real-time analytics
high-concurrency analytics performance

AI visibility side by side

Latest weekly run · Nov 3

Metric	AWS	ClickHouse
Visibility score	32.5%	16.5%
Change vs last week	New	New
Rank in Data Warehouse	#5	#8
Share of voice	9.3%	5.4%
Mentions this run	52	30
Positive in AI answers	16%	58%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

AWS leads on 2 of 3 engines

ChatGPT

34.6%

14.4%

AI Mode

42%

12%

Perplexity

20.7%

23.1%

AWSClickHouse

Head to head in AI answers

20 engine answers name both brands

14AWS ranked higher

6ClickHouse ranked higher

Prompt	Engine	AWS	ClickHouse
What are the best data warehouse tools in 2026?	ChatGPT	#6	#7
What are the best data warehouse tools in 2026?	AI Mode	#2	#7
What are the best data warehouse tools in 2026?	Perplexity	#6	#8
Top data warehouse options for B2B SaaS companies	ChatGPT	#7	#5
Top data warehouse options for B2B SaaS companies	AI Mode	#5	#7
Top data warehouse options for B2B SaaS companies	Perplexity	#6	#8
Best data warehouse for startups	ChatGPT	#6	#4
Best data warehouse for startups	AI Mode	#4	#5
Best data warehouse for startups	Perplexity	#5	#8
Best data warehouse for enterprise	Perplexity	#4	#9
Compare the leading data warehouse platforms	Perplexity	#6	#10
Alternatives to the most popular data warehouse	ChatGPT	#5	#8

Features, pricing & fit

Dimension	AWS	ClickHouse
Pricing model	—	Usage-based
Entry price	—	$0.218 / mo
Free plan	—	No · 30-day trial
Deployment	—	ClickHouse Cloud on AWS, GCP and Azure, self-managed open-source installs, and Bring Your Own Cloud within the customer's own VPC.
Integrations	—	100+
Compliance	SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001	HIPAA, PCI
Support	—	Expert support with 1 business day response time on Basic, Expert support with 1 hour response time on Scale, Enterprise support with 30 min response time for Severity 1 issues, Named Lead Support Engineer on Enterprise
Founded	2021	2009
Headquarters	Seattle, Washington	Palo Alto, CA, United States
Employees	5,000+	501–1,000
Funding	—	Series D, led by Dragoneer
Best for	—	Developers and data teams that need real-time queries on large datasets at an affordable cost, including teams adding a speed layer on top of an existing data warehouse or OLTP database.