AWS vs Weaviate

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

The short answer

Weaviate is the stronger AI pick in Vector Databases: it has a visibility score of 45.2 versus 8.2 for AWS, and ranks ahead in 63% 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 Weaviate if…

You want the brand AI engines rank higher (45.2 vs 8.2)
AI answers describe it more positively (59% vs 16% positive)
You need SOC 2 Type II or HIPAA (Enterprise Cloud on AWS) coverage
Strong native hybrid search

AI visibility side by side

Latest weekly run · Nov 2

Metric	AWS	Weaviate
Visibility score	8.2%	45.2%
Change vs last week	New	New
Rank in Vector Databases	#9	#4
Share of voice	2.3%	11.7%
Mentions this run	11	56
Positive in AI answers	16%	59%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Weaviate leads on 3 of 3 engines

ChatGPT

14.3%

57.8%

AI Mode

10.2%

40%

Perplexity

37.8%

AWSWeaviate

Head to head in AI answers

8 engine answers name both brands

3AWS ranked higher

5Weaviate ranked higher

Prompt	Engine	AWS	Weaviate
What is a vector database and when does a company need one?	ChatGPT	#1	#4
How do I choose a vector database for a mid-market team?	AI Mode	#7	#3
How do companies store and search embeddings without a dedicated tool?	ChatGPT	#2	#9
What is the difference between a vector database and MLOps Platforms?	ChatGPT	#5	#2
Top vector database options for B2B SaaS companies	AI Mode	#6	#3
Best vector database for enterprise	ChatGPT	#7	#3
Which Vector Databases tools offer annual discounts?	ChatGPT	#3	#8
Where can I sign up for a vector database?	AI Mode	#8	#3

Features, pricing & fit

Dimension	AWS	Weaviate
Pricing model	—	Usage-based
Entry price	—	Free; paid from $45 / mo
Free plan	—	Yes
Deployment	—	Serverless, Enterprise Cloud, or Bring Your Own Cloud
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, HIPAA (Enterprise Cloud on AWS)
Support	—	Email support on all plans, Phone and Slack support on Premium and Dedicated plans, Technical Account Team add-on on Premium and Dedicated plans
Founded	2021	2019
Headquarters	Seattle, Washington	Amsterdam, Netherlands
Employees	5,000+	51–200
Funding	—	Strategic investment (Ricoh corporate venture fund)
Best for	—	Development teams and enterprises building search, RAG and agent applications who want an open-source, production-ready vector database.