AWS vs LlamaIndex

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 AI Agents: it has a visibility score of 12.5 versus 2.2 for LlamaIndex, and ranks ahead in 50% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (12.5 vs 2.2)
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 LlamaIndex if…

AI answers describe it more positively (20% vs 16% positive)
You need SOC 2 Type II or GDPR or HIPAA coverage
Premier choice for RAG-centric agents
Named as a popular agent development framework

AI visibility side by side

Latest weekly run · Nov 3

Metric	AWS	LlamaIndex
Visibility score	12.5%	2.2%
Change vs last week	New	New
Rank in AI Agents	#11	#41
Share of voice	3.1%	0.8%
Mentions this run	21	5
Positive in AI answers	16%	20%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT

23.3%

1.9%

AI Mode

5.9%

4.8%

Perplexity

8.3%

AWSLlamaIndex

Head to head in AI answers

2 engine answers name both brands

1AWS ranked higher

1LlamaIndex ranked higher

Prompt	Engine	AWS	LlamaIndex
How do companies build and deploy AI agents that automate work without a dedicated tool?	ChatGPT	#5	#8
Compare the leading AI Agents platforms	AI Mode	#8	#5

Features, pricing & fit

Dimension	AWS	LlamaIndex
Pricing model	—	Usage-based
Entry price	—	Free; paid from $50 / mo
Free plan	—	Yes
Deployment	—	LlamaParse runs as SaaS on a secure cloud tenant, or can be deployed in a customer's private VPC across cloud providers.
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, GDPR, HIPAA
Support	—	Community, Basic (email), Priority (Slack Connect), Dedicated
Founded	2021	—
Headquarters	Seattle, Washington	San Francisco, California, United States
Employees	5,000+	11–50
Funding	—	Strategic minority equity investments (Databricks, KPMG) · $28M raised
Best for	—	Teams in document-heavy industries such as finance, insurance, healthcare and manufacturing that need accurate parsing of complex tables, charts and scanned pages.