Modal
Modal is a serverless cloud for AI workloads that runs functions, containers, inference, training, and batch jobs with fast cold starts and autoscaling across GPUs. Developers push code, Modal runs containers with per-second billing, and built-in observability shows logs and metrics for each run.
Modal lists per-second resource pricing for GPUs, CPU cores, memory, and volumes, plus tiered plans (Starter, Team, Enterprise). Starter shows $0 + compute per month with included free compute credits; GPU and CPU per-second rates are published.Is Modal right for you?
Good for
- Engineering teams that need programmatic, per-second access to many GPU types and autoscaling for inference, training, and large parallel batch jobs.
- Very fast cold starts to reduce latency between requests.
- Can autoscale across large GPU fleets to meet burst demand.
Keep in mind
- Minimum CPU allocation per container is nonzero, which affects ultra-fine-grained packing and cost modeling.
- Region and non-preemptible execution modify base prices (multipliers apply), so exact cost depends on selected region and execution type.
- Founders who require a published SLA or explicit support-response guarantees before purchase; the docs do not state formal uptime or response-time SLAs.
Pricing and plan limits
The pricing pages enumerate per-second resource rates and plan feature limits; credit grants for startups and academics are documented. For Enterprise you must contact Modal; the linked official pages do not show fixed Enterprise list prices.
More about capabilities and limits
Documented strengths
Very fast cold starts to reduce latency between requests.
Can autoscale across large GPU fleets to meet burst demand.
Built-in logging and observability across functions, sandboxes, and containers.
Limitations to consider
Minimum CPU allocation per container is nonzero, which affects ultra-fine-grained packing and cost modeling.
Region and non-preemptible execution modify base prices (multipliers apply), so exact cost depends on selected region and execution type.
Choosing a plan
Prototype your workload on the Starter tier to measure cold-start and autoscaling behavior, then confirm enterprise SLA and support terms with Modal for production commitments.
Based on the linked product documentation.
Available on
Api.
Official sources
Alternatives to Modal
Choose around the work you need to do.