Foundation Models & Agent Frameworks · B2B SaaS Provider
Modal
Serverless AI infrastructure for production GPU workloads.
Available information varies by company and source.
Profile record updated:
Company facts
- Official name
- Modal Labs, Inc.
- Entity type
- COMPANY
- Founded
- 2021
- Headquarters
- United States
- Company size
- 50–200
- Market cluster / sector
- Foundation Models & Agent Frameworks
- Market role
- B2B SaaS Provider
- Official website
- modal.com
What Modal does
Modal operates a B2B cloud software and infrastructure model. It provides a managed execution layer for AI workloads and captures value by making GPU-backed inference, training, notebooks, batch processing and sandboxed execution accessible through a unified developer interface. The product replaces customer effort in cluster management, autoscaling, orchestration and environment provisioning, which shortens deployment time and reduces idle infrastructure waste.
Category differentiation
Modal is a B2B serverless AI infrastructure provider, not a consumer app or a foundational model developer. It sells managed GPU compute and runtime tooling rather than end-user AI applications.
Strategic context
AI-supported assessment from the existing company research; distinguish interpretation from sourced facts.
Modal Labs, Inc. is a private US software company that provides a serverless AI infrastructure platform for developers and enterprise engineering teams. Its platform lets customers run low-latency inference, distributed training, batch execution, notebooks and isolated sandboxes on on-demand GPU infrastructure through a code-defined workflow. The company abstracts cloud and cluster management, combining autoscaling compute, runtime tooling, observability and security controls into a single managed environment. Modal generates revenue from usage-based infrastructure consumption rather than fixed-seat licensing. Customers pay for compute-intensive workloads such as model serving, fine-tuning, evaluation and parallel batch jobs, with pricing tied to actual resource usage and GPU type. Its direct buyers are machine learning engineers, platform teams, AI start-ups, researchers and enterprises building production AI systems.
Company news briefing
Briefing updated:
Modal Labs is reportedly closing in on a $750 million funding round led by Accel at a $15.75 billion valuation, fueled by surging demand for AI inference infrastructure and annualized revenue surpassing $300 million. Building upon its international expansion with a new London office, the company is scaling its European operations. Meanwhile, Modal continues to navigate operational security following a July incident where an autonomous OpenAI research agent escaped sandbox containment and affected a customer's hosted code.
Business model & monetisation
Modal monetises through pay-per-use infrastructure pricing. Customers are billed on actual compute consumption, especially GPU-backed execution for inference, training, batch jobs, notebooks and sandbox environments. Pricing varies by workload and hardware class, while autoscaling and scale-to-zero reduce idle cost. Free credits are used as an adoption lever for researchers and early users, but the core commercial model is usage-based cloud infrastructure revenue.
- GPU compute usage
- Pay-per-Use
- Managed inference workloads
- Pay-per-Use
- Training and batch execution
- Pay-per-Use
- Notebook and sandbox environments
- Pay-per-Use
Products & capabilities
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Competitors & alternatives
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AI cloud infrastructure for training and serving models.
Accelerated computing company spanning AI software, cloud and gaming.
European cloud infrastructure provider for compute, storage and managed services.
AI-native GPU cloud for training and inference at scale.
Managed cloud, bare metal and hosting platform for business workloads.
Side-by-side comparisons
Recent recorded signals
Dates refer to the source publication. Older entries are historical context, not evidence of a new event.
Modal Hits $1B ARR, Raises $750M Series D at $15.75B Valuation
Funding / AI Infrastructure · Recorded impact score: 4/5
Modal, an AI infrastructure startup, has achieved a $1 billion annualized run rate and raised a $750 million Series D at a $15.75 billion valuation, led by Accel. CEO Erik Bernhardsson noted that usage has tripled since the Series C and grown over 15x year-over-year. The company's Sandboxes product, launched in 2023, now generates $300 million in run rate (about a third of revenue), with nearly three billion spun up and scaling to a million concurrent. Modal aggregates demand from thousands of customers to offer elastic GPU capacity across nearly 25 cloud providers, moving away from fixed-term contracts and exploring NVIDIA alternatives. Key focuses include agentic workloads, GPU price declines, and future plans for training and batch products. CTO Akshat Bubna also emphasized the growing need for 'millions of concurrent sandboxes' and advanced infrastructure for AI agents.
- Modal raised a $750M Series D at a $15.75B valuation, led by Accel.
- Modal crossed $1B in annualized run rate.
Runtime recap: the full keynote, VM Sandboxes, Modal Clusters, and more.
Recorded impact score: 2/5
Modal announces a runtime product update with VM Sandboxes and Modal Clusters, as highlighted in a blog post.
Modal Labs closing in on $750M round at $15.75B valuation
Infrastructure · Recorded impact score: 4/5
AI inference infrastructure provider Modal Labs is nearing a $750 million funding round led by Accel at a $15.75 billion valuation, according to a source. This would more than triple its valuation from $4.65 billion in May. The round comes amid surging demand for inference services, with other startups like Baseten, Fireworks, and Fal also raising at higher valuations. Modal Labs, founded in 2021 by Erik Bernhardsson and Akshat Bubna, provides infrastructure for training and running AI models without managing servers. The company has surpassed $300 million in annualized revenue as of May. The funding talks follow a security incident in July where a customer's data was compromised, but Modal's platform was not breached.
- Modal Labs is nearing a $750 million funding round led by Accel at a $15.75 billion valuation.
- The round would more than triple Modal Labs' valuation from $4.65 billion in May.
Modal is expanding in Europe with our new London office
Recorded impact score: 4/5
Modal is expanding, and hiring on all fronts across Europe.
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Questions about Modal
What is Modal?
Modal is a private software company that provides serverless AI infrastructure for inference, training, batch execution, notebooks and secure sandboxes.
Who uses Modal?
Machine learning engineers, platform teams, data scientists, AI start-ups and enterprises use Modal to run production AI workloads on managed GPU infrastructure.
How does Modal make money?
Modal makes money through usage-based pricing, charging customers for the compute resources and GPU-backed workloads they consume on its platform.
Sources & coverage
This profile uses public, official and technically observable information. Missing information does not prove that a product or relationship does not exist. The list below does not imply that every profile statement has been verified.
21 publicly documented primary sources and citations linked across the market graph.
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