AWS vs DuckDB

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 9.9 for DuckDB, and ranks ahead in 54% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (32.5 vs 9.9)
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 DuckDB if…

AI answers describe it more positively (37% vs 16% positive)
Open-source, in-process analytical database
Free and excellent for local analytics on small datasets
Lightweight, local-first data engineering without massive cloud infrastructure

AI visibility side by side

Latest weekly run · Nov 3

Metric	AWS	DuckDB
Visibility score	32.5%	9.9%
Change vs last week	New	New
Rank in Data Warehouse	#5	#11
Share of voice	9.3%	3%
Mentions this run	52	17
Positive in AI answers	16%	37%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT

34.6%

8.7%

AI Mode

42%

7.8%

Perplexity

20.7%

13.3%

AWSDuckDB

Head to head in AI answers

13 engine answers name both brands

7AWS ranked higher

6DuckDB ranked higher

Prompt	Engine	AWS	DuckDB
How do companies store and query business data at scale without a dedicated tool?	AI Mode	#8	#10
Top data warehouse options for B2B SaaS companies	ChatGPT	#7	#9
Top data warehouse options for B2B SaaS companies	Perplexity	#6	#10
Best data warehouse for startups	ChatGPT	#6	#8
Best data warehouse for startups	AI Mode	#4	#8
Best data warehouse for startups	Perplexity	#5	#3
Alternatives to the most popular data warehouse	ChatGPT	#5	#9
Alternatives to the most popular data warehouse	Perplexity	#10	#8
Most affordable data warehouse that is still reliable	ChatGPT	#4	#6
Most affordable data warehouse that is still reliable	AI Mode	#5	#4
Most affordable data warehouse that is still reliable	Perplexity	#4	#3
Which data warehouse has transparent pricing?	AI Mode	#7	#6

Features, pricing & fit

Dimension	AWS	DuckDB
Deployment	—	Embedded in-process, or client-server via Quack, from edge devices to servers with hundreds of cores
Compliance	SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001	—
Support	—	Support page on duckdb.org, GitHub issues
Founded	2021	2018
Headquarters	Seattle, Washington	Amsterdam, Netherlands
Employees	5,000+	11–50
Funding	—	Spinout from CWI
Best for	—	Developers and data engineers who want a fast analytical SQL engine embedded in an application or run on a laptop, edge device or server