DEPLOYDatabase

Company

Modal Labs

Modal Labs is a serverless GPU cloud built for AI and data workloads, letting developers spin up containerized functions on Nvidia hardware billed by the CPU…

Founded
2021
HQ
New York, NY, USA
Status
active

The verified answer

As of Sep 2026, DEPLOY verifies Modal Labs: $16.0M raised. 6 sources back the record.

Funding

$16.0M

Employees

100

Overview

Modal Labs is a serverless GPU cloud built for AI and data workloads, letting developers spin up containerized functions on Nvidia hardware billed by the CPU cycle rather than by the reserved instance. Founded in 2021 by Erik Bernhardsson (formerly of Spotify and Better.com) and Akshat Bubna, the company sits in the mid-market inference and fine-tuning slice of the neocloud landscape, competing less with the hyperscale training clouds like CoreWeave and Crusoe and more with Replicate, Baseten, and RunPod for the developer-facing long tail.\n\nRather than owning campuses, Modal operates as a software layer over rented GPU capacity, with a proprietary container stack that advertises sub-second cold starts and per-second billing.

Its published on-demand rate card runs from $0.59/hr on a T4 up to $6.25/hr on a B200 and $7.10/hr on a B300, and its customer roster leans toward the current generation of AI-native startups: Suno, Runway, Physical Intelligence, Cognition, Lovable, Decagon, Ramp, and Substack all appear as named users, alongside Meta and Scale.\n\nAfter a $16M Series A led by Redpoint in October 2023, Modal was reported by The Information in February 2026 to be in talks to raise at a $2.5B valuation, a step-change that would put it in the mid-tier of the AI-infrastructure funding board without the balance-sheet weight of the campus-owning neoclouds.

Verified record

Verified deployments
None on file
Active incidents
None on file

Key facts

Headquarters

New York (233 Spring St); additional offices in San Francisco and Stockholm

Series A

$16M led by Redpoint Ventures, October 2023; Amplify Partners led the seed

Reported 2026 valuation talks

In talks to raise at a $2.5B valuation per The Information, February 2026; round terms not confirmed

Announced hourly pricing (on-demand)

B300 $7.10/hr; B200 $6.25/hr; H200 SXM $4.54/hr; H100 SXM5 $3.95/hr; A100 80GB $2.50/hr; L40S $1.95/hr; A10 $1.10/hr; T4 $0.59/hr

Silicon partner

Nvidia-only fleet across T4, L4, A10, L40S, A100 (40/80GB), RTX PRO 6000, H100, H200, B200, B300

Positioning

Serverless per-second GPU billing for inference, fine-tuning, and batch AI workloads; mid-market and long-tail rather than hyperscale training

Infrastructure model

Software layer over rented GPU capacity rather than owned campuses; no disclosed MW footprint

Named customers

Suno, Runway, Physical Intelligence, Cognition, Lovable, Decagon, Ramp, Substack, Quora, DoorDash, Chai Discovery, Reducto, Applied Compute; Meta and Scale listed as users

Public/private status

Private

Data & sources

News coverage

2

Web sources

4

6 sources backing this record.View all →

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Current leadership (2)

Safety record

No incidents on record for Modal Labs.

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