AWS vs Redis

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 Vector Databases: it has a visibility score of 8.2 versus 7.7 for Redis, and ranks ahead in 67% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (8.2 vs 7.7)
You need SOC 1 or SOC 3 or PCI DSS Level 1 or FedRAMP or DoD SRG coverage
You prefer a larger, established vendor (5,000+ employees)
Core federation and multi-account management included at no extra charge

Choose Redis if…

AI answers describe it more positively (33% vs 16% positive)
You need a self-hosted or on-premises option
You need ISO 42001 or ISO 22301 or PCI DSS or HIPAA or GDPR or CCPA or CSA STAR or VPAT or FIPS 140-3 coverage
low-latency vector search alongside caching

AI visibility side by side

Latest weekly run · Nov 2

Metric	AWS	Redis
Visibility score	8.2%	7.7%
Change vs last week	New	New
Rank in Vector Databases	#9	#10
Share of voice	2.3%	3%
Mentions this run	11	14
Positive in AI answers	16%	33%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

AWS leads on 2 of 3 engines

ChatGPT

14.3%

6.1%

AI Mode

10.2%

3.5%

Perplexity

13.5%

AWSRedis

Head to head in AI answers

3 engine answers name both brands

2AWS ranked higher

1Redis ranked higher

Prompt	Engine	AWS	Redis
How do I choose a vector database for a mid-market team?	AI Mode	#7	#6
How do companies store and search embeddings without a dedicated tool?	ChatGPT	#2	#6
Which Vector Databases tools offer annual discounts?	ChatGPT	#3	#5

Features, pricing & fit

Dimension	AWS	Redis
Pricing model	—	Usage-based
Entry price	—	Free; paid from $0.007 / mo
Free plan	—	Yes
Deployment	—	Managed cloud service (Redis Cloud) on AWS, Azure and Google Cloud, plus on-premises and hybrid deployment with Redis Software.
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, ISO 27001, ISO 27017, ISO 27018, ISO 27701, ISO 42001, ISO 22301, ISO 9001, PCI DSS, HIPAA, GDPR, CCPA, CSA STAR, VPAT, FIPS 140-3
Support	—	Community support on the free plan, Basic support on Essentials plans, Redis support team on paid plans, Knowledge base
Founded	2021	2011
Headquarters	Seattle, Washington	San Francisco, CA
Employees	5,000+	1,001–5,000
Funding	—	Series D
Best for	—	Developers and digital businesses building fast apps and real-time AI agents that need low-latency data access.