AWS vs Teradata

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 5.7 for Teradata, and ranks ahead in 83% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (32.5 vs 5.7)
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 Teradata if…

AI answers describe it more positively (36% vs 16% positive)
You need a self-hosted or on-premises option
You need SOC 2 Type II or TX-RAMP or ISO/IEC 27001:2022 or IRAP PROTECTED or FedRAMP Ready at Moderate impact level on AWS coverage
Suited to large, highly regulated enterprise environments

AI visibility side by side

Latest weekly run · Nov 3

Metric	AWS	Teradata
Visibility score	32.5%	5.7%
Change vs last week	New	New
Rank in Data Warehouse	#5	#16
Share of voice	9.3%	2.5%
Mentions this run	52	14
Positive in AI answers	16%	36%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT

34.6%

3.5%

AI Mode

42%

5.9%

Perplexity

20.7%

7.6%

AWSTeradata

Head to head in AI answers

12 engine answers name both brands

10AWS ranked higher

2Teradata ranked higher

Prompt	Engine	AWS	Teradata
How do companies store and query business data at scale without a dedicated tool?	AI Mode	#8	#4
What are the best data warehouse tools in 2026?	AI Mode	#2	#8
What are the best data warehouse tools in 2026?	Perplexity	#6	#10
Best data warehouse for enterprise	Perplexity	#4	#8
Which data warehouse has the best reviews?	AI Mode	#5	#4
Compare the leading data warehouse platforms	Perplexity	#6	#11
Alternatives to the most popular data warehouse	Perplexity	#10	#13
Which data warehouse vendors do analysts recommend?	ChatGPT	#6	#9
Which data warehouse vendors do analysts recommend?	AI Mode	#6	#8
Which data warehouse vendors do analysts recommend?	Perplexity	#6	#8
Official website of the top data warehouse vendors	ChatGPT	#4	#8
Official website of the top data warehouse vendors	Perplexity	#4	#10

Features, pricing & fit

Dimension	AWS	Teradata
Deployment	—	Cloud, on-premises and hybrid
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 II, TX-RAMP, ISO/IEC 27001:2022, IRAP PROTECTED, FedRAMP Ready at Moderate impact level on AWS
Founded	2021	1979
Headquarters	Seattle, Washington	San Diego, California
Employees	5,000+	5,000+