limits and quotas.md
Limits and Quotas
Parasail applies request rate limits and GPU quotas to protect shared capacity and help customers avoid unexpected usage.
Rate limits
| Product class | RPM | Token limit |
|---|---|---|
| Serverless - Free | 5 | Not currently enforced |
| Serverless - User | 500 | Not currently enforced |
| Dedicated Serverless | 1000 | Not currently enforced |
| Dedicated Serverless Pro | 4000 | Not currently enforced |
| Enterprise | Unlimited | Not currently enforced |
Contact Parasail if your workload needs higher request limits.
GPU quota
New customer organizations start with a quota of 4 GPUs shared across Batch and Dedicated services. The quota applies collectively across GPU types.
Examples:
- If current usage is 2 H100 GPUs and you submit a Batch job that requires 8 H100 GPUs, Parasail rejects the submission because it exceeds the 4 GPU quota.
- If a Dedicated deployment can auto-scale from 1 to 6 GPUs and the deployment already uses 4 GPUs, the quota prevents scaling to a fifth GPU.
If the deployment page shows Insufficient quota, the organization has reached its GPU quota.
Request a quota increase
Use the Quota Increase Form to request more GPU capacity. Quota increases up to 8 GPUs are available without additional justification. Requests for more than 8 GPUs require a short explanation of the workload.