Serve custom AI models at scale
Add one line of code to run any function in the cloud. Get instant autoscaling for ML inference, data jobs, and more.
Sub-second container starts
We built a Rust-based container stack from scratch so you can iterate as quickly in the cloud as you can locally.
Features
Flexible Environments
Bring your own image or build one in Python, scale resources as needed, and leverage state-of-the-art GPUs like H100s & A100s for high-performance computing.
Seamless Integrations
Export function logs to Datadog or any OpenTelemetry-compatible provider, and easily mount cloud storage from major providers (S3, R2 etc.).
Data Storage
Manage data effortlessly with storage solutions (network volumes, key-value stores and queues). Provision storage types and interact with them using familiar Python syntax.
Job Scheduling
Take control of your workloads with powerful scheduling. Set up cron jobs, retries, and timeouts, or use batching to optimize resource usage.
Web Endpoints
Deploy and manage web services with ease. Create custom domains, set up streaming and websockets, and serve functions as secure HTTPS endpoints.
Built-In Debugging
Troubleshoot efficiently with built-in debugging tools. Use the modal shell for interactive debugging and set breakpoints to pinpoint issues quickly.
Use Cases
Generative AI Inference that scales with you
Fast cold boots
Load gigabytes of weights in seconds with our optimized container file system.
Bring your own code
Deploy anything from custom models to popular frameworks.
Seamless autoscaling
Handle bursty and unpredictable load by scaling to thousands of GPUs and back down to zero.
Fine-tuning and training without managing infrastructure
Start training immediately
Provision Nvidia A100 and H100 GPUs in seconds. Your drivers and custom packages are already there.
Never wait in line
Run as many experiments as you need to, in parallel. Stop paying for idle GPUs when you're done.
Cloud storage
Mount weights and data in distributed volumes, then access them wherever they're needed.
Batch processing optimized for high-volume workloads
Supercomputing scale
Serverless, but for high-performance compute. Run things on massive amounts of CPU and memory.
Serverless pricing
Pay only for resources consumed, by the second, as you spin up containers.
Powerful compute primitives
Simple fan-out parallelism that scales to thousands of containers, with a single line of Python.
Security
and governance
Built on top of gVisor
The secure application kernel for containers, providing top-tier isolation in multi-tenant setups.
SOC 2 and HIPAA
Fully compliant with SOC 2. Run HIPAA-compliant workloads. We have industry-standard security, availability, and confidentiality.
Region support
Deploy globally with enhanced compliance across geographic regions.
SSO sign in for enterprise
Enterprise-grade SSO for transparent, streamlined access management.
"Modal Sandboxes enable us to execute generated code securely and flexibly. We expedited the development of our code interpreter feature integrated into Le Chat."
Wendy Shang, AI Scientist
Ship your first app in
minutes.
$30 / month free compute