AWSVisual low-code tool for building AWS-backed apps from Figma designs

ModalCloud infrastructure for teams that develop, train, and serve AI applications at scale.

Comparison · MLOps Platforms · weekly run Nov 2

AWS vs Modal

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 1.3 for Modal, and ranks ahead in 67% of the answers that name both.

Choose AWS if…

You want the brand AI engines rank higher (35.7 vs 1.3)
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 Modal if…

You need SOC 2 Type II or HIPAA coverage
Strong for scaling cutting-edge generative AI and multi-modal models

AI visibility side by side

Latest weekly run · Nov 2

Metric	AWS	Modal
Visibility score	35.7%	1.3%
Change vs last week	New	New
Rank in MLOps Platforms	#4	#36
Share of voice	7.5%	0.5%
Mentions this run	51	3
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 · Modal 0pp over 0 weekly runs.

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT

51.5%

AI Mode

31.1%

3.9%

Perplexity

24.4%

AWSModal

Head to head in AI answers

3 engine answers name both brands

2AWS ranked higher

1Modal ranked higher

Prompt	Engine	AWS	Modal
What are the best MLOps Platforms tools in 2026?	AI Mode	#3	#5
Best MLOps platform for startups	AI Mode	#9	#7
Best MLOps platform for enterprise	AI Mode	#3	#7

Features, pricing & fit

Dimension	AWS	Modal
Pricing model	—	Usage-based
Entry price	—	Free; paid from $250 / mo
Free plan	—	Yes
Deployment	—	Serverless cloud capacity pooled from more than 20 cloud providers, with regions across the US, Europe, Asia Pacific and other areas.
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	—	Modal Community Slack on Starter and Team plans, Private Slack support and embedded ML engineering services on Enterprise
Founded	2021	2021
Headquarters	Seattle, Washington	New York City, NY, United States
Employees	5,000+	201–500
Funding	—	Series D · $1200M raised
Best for	—	Startups, independent developers and larger teams that run GPU inference, fine-tuning or agent sandboxes and want to pay only for compute used.