BasetenDeploy AI models in production on the Baseten Inference Stack.

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

Comparison · MLOps Platforms · weekly run Nov 2

Baseten vs Modal

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

The short answer

Modal is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.3 versus 0.4 for Baseten, and ranks ahead in 0% of the answers that name both.

Choose Baseten if…

You need a self-hosted or on-premises option

Choose Modal if…

You want the brand AI engines rank higher (1.3 vs 0.4)
Strong for scaling cutting-edge generative AI and multi-modal models

AI visibility side by side

Latest weekly run · Nov 2

Metric	Baseten	Modal
Visibility score	0.4%	1.3%
Change vs last week	New	New
Rank in MLOps Platforms	#47	#36
Share of voice	0.2%	0.5%
Mentions this run	1	3
Positive in AI answers	—	—

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Modal leads on 3 of 3 engines

ChatGPT

AI Mode

1.3%

3.9%

Perplexity

BasetenModal

Head to head in AI answers

1 engine answers name both brands

1Baseten ranked higher

0Modal ranked higher

Prompt	Engine	Baseten	Modal
Best MLOps platform for startups	AI Mode	#6	#7

Features, pricing & fit

Dimension	Baseten	Modal
Pricing model	Usage-based	Usage-based
Entry price	Contact sales	Free; paid from $250 / mo
Free plan	Yes	Yes
Deployment	Multi-cloud: Baseten Cloud, self-hosted in your own VPC, or hybrid with on-demand flex capacity.	Serverless cloud capacity pooled from more than 20 cloud providers, with regions across the US, Europe, Asia Pacific and other areas.
Compliance	SOC 2 Type II, HIPAA	SOC 2 Type II, HIPAA
Support	Email and in-app chat, Slack and Zoom support on Pro, Forward-deployed engineers	Modal Community Slack on Starter and Team plans, Private Slack support and embedded ML engineering services on Enterprise
Founded	2019	2021
Headquarters	San Francisco, CA	New York City, NY, United States
Employees	201–500	201–500
Funding	Series D	Series D · $1200M raised
Best for	Teams shipping production AI products that need fast, reliable inference for open-source or custom models.	Startups, independent developers and larger teams that run GPU inference, fine-tuning or agent sandboxes and want to pay only for compute used.