AWS vs Baseten

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 MLOps Platforms: it has a visibility score of 35.7 versus 0.4 for Baseten, and ranks ahead in 0% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (35.7 vs 0.4)
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 Baseten if…

You need a self-hosted or on-premises option
You need SOC 2 Type II or HIPAA coverage

AI visibility side by side

Latest weekly run · Nov 2

Metric	AWS	Baseten
Visibility score	35.7%	0.4%
Change vs last week	New	New
Rank in MLOps Platforms	#4	#47
Share of voice	7.5%	0.2%
Mentions this run	51	1
Positive in AI answers	16%	—

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT

51.5%

AI Mode

31.1%

1.3%

Perplexity

24.4%

AWSBaseten

Head to head in AI answers

1 engine answers name both brands

0AWS ranked higher

1Baseten ranked higher

Prompt	Engine	AWS	Baseten
Best MLOps platform for startups	AI Mode	#9	#6

Features, pricing & fit

Dimension	AWS	Baseten
Pricing model	—	Usage-based
Entry price	—	Contact sales
Free plan	—	Yes
Deployment	—	Multi-cloud: Baseten Cloud, self-hosted in your own VPC, or hybrid with on-demand flex capacity.
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
Support	—	Email and in-app chat, Slack and Zoom support on Pro, Forward-deployed engineers
Founded	2021	2019
Headquarters	Seattle, Washington	San Francisco, CA
Employees	5,000+	201–500
Funding	—	Series D
Best for	—	Teams shipping production AI products that need fast, reliable inference for open-source or custom models.