AWS vs Zilliz Cloud

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

The short answer

Zilliz Cloud is the stronger AI pick in Vector Databases: it has a visibility score of 23 versus 8.2 for AWS, and ranks ahead in 75% of the answers that name both.

Choose AWS if…

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
Enterprise-grade reliability and uptime on AWS infrastructure

Choose Zilliz Cloud if…

You want the brand AI engines rank higher (23 vs 8.2)
AI answers describe it more positively (32% vs 16% positive)
You need SOC 2 Type II or ISO/IEC 27001 or GDPR ready or HIPAA ready coverage
built for billion-scale vector workloads

AI visibility side by side

Latest weekly run · Nov 2

Metric	AWS	Zilliz Cloud
Visibility score	8.2%	23%
Change vs last week	New	New
Rank in Vector Databases	#9	#5
Share of voice	2.3%	6.3%
Mentions this run	11	30
Positive in AI answers	16%	32%

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

Visibility score trend

Weekly runs over the last 60 days

AWS 0pp · Zilliz Cloud 0pp over 0 weekly runs.

Engine by engine

Zilliz Cloud leads on 3 of 3 engines

ChatGPT

14.3%

28.7%

AI Mode

10.2%

22%

Perplexity

18.3%

AWSZilliz Cloud

Head to head in AI answers

4 engine answers name both brands

1AWS ranked higher

3Zilliz Cloud ranked higher

Prompt	Engine	AWS	Zilliz Cloud
Best vector database for enterprise	ChatGPT	#7	#4
Which Vector Databases tools offer annual discounts?	ChatGPT	#3	#2
Which Vector Databases tools offer annual discounts?	AI Mode	#1	#4
Where can I sign up for a vector database?	AI Mode	#8	#4

Features, pricing & fit

Dimension	AWS	Zilliz Cloud
Pricing model	—	Usage-based
Entry price	—	Free; paid from $197 / mo
Free plan	—	Yes
Deployment	—	Fully managed SaaS, bring-your-own-cloud (BYOC) with data in the customer's VPC, and self-run open-source Milvus
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, ISO/IEC 27001, GDPR ready, HIPAA ready
Support	—	Community support bot, Email/ticket portal, Slack private channel, Zoom, Google Meet or Teams calls
Founded	2021	2017
Headquarters	Seattle, Washington	Redwood City, California
Employees	5,000+	51–200
Funding	—	Series B extension · $113M raised
Best for	—	Teams running production AI applications that need low-latency vector search at scale, and regulated sectors such as healthcare and finance