For the complete documentation index, see [llms.txt](https://docs.parasail.io/parasail-docs/llms.txt). This page is also available as [Markdown](https://docs.parasail.io/parasail-docs/operate-in-production/limits-and-quotas.md).

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](https://parasail.clickup.com/forms/9011827181/f/8cjb4fd-5671/T54OWYUTZAAJIVOGIC) 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.

## Next steps

- [Retries and Idempotency](https://docs.parasail.io/parasail-docs/operate-in-production/retries-and-idempotency)
- [Pricing](https://docs.parasail.io/parasail-docs/billing/pricing)
- [Dedicated Instances overview](https://docs.parasail.io/parasail-docs/products/overview-1)
- [Batch troubleshooting](https://docs.parasail.io/parasail-docs/products/quickstart/troubleshooting)