Welcome

Parasail provides affordable, high-performance cloud GPUs for running demanding AI workloads—serverless inference, dedicated instances, and batch processing.

Parasail is a cloud GPU platform for AI inference. We aggregate top AI hardware providers to give you scalable, on-demand access to powerful computing resources—without costly hardware investments or lengthy contracts.

We offer three ways to run inference, each designed for a different workload pattern:

Serverless

On-demand, pay-per-token inference for popular open-source models. No setup required—just call the API.

Dedicated Instances

Private GPU endpoints with full control over model, hardware, and scaling. Ideal for production workloads.

Batch Processing

Process millions of inferences at 50% off serverless pricing. OpenAI-compatible batch API.

Not sure where to start?

Pick a product based on your workload:

If you...	Use	Why
Want to call a popular open-source model with no setup	Serverless	Pay-per-token, instant, OpenAI-compatible
Need a specific or private model, predictable latency, or production SLAs	Dedicated Instances	Private GPU endpoint with full control over model, hardware, and scaling
Process large volumes offline where real-time isn't required	Batch	50% off serverless pricing, up to millions of requests

Find your path

Choose the option that best matches what you're trying to do:

Chat and text generation

Build chatbots, assistants, and text generation pipelines

RAG and embeddings

Build retrieval-augmented generation and vector search systems

Batch at scale

Process large volumes of prompts, images, or text offline

Agents and tool calling

Build agentic workflows with function calling and multi-step reasoning

Quickstart

Make your first API call in under two minutes:

Serverless quickstart

Call a serverless model with the OpenAI SDK

Dedicated quickstart

Deploy your own model on a dedicated GPU

Batch quickstart

Submit a batch job in five lines of Python

API reference

Parasail's API is fully OpenAI-compatible. Point your existing OpenAI SDK at our base URL and start making requests.

• Base URL: https://api.parasail.io/v1

• Auth: Authorization: Bearer <PARASAIL_API_KEY>

• Get an API key: https://www.saas.parasail.io/keys

See the API Reference for full details on authentication, endpoints, and parameters.

For AI coding agents

Building on Parasail on behalf of a user? Read llms.txt for a flat index of every page, then see For AI Coding Agents for per-product setup notes. In short: use the OpenAI SDK against https://api.parasail.io/v1 with the PARASAIL_API_KEY environment variable—every endpoint is OpenAI-compatible.

Explore

Guides

Step-by-step tutorials for common tasks

Billing

Pricing and billing details

Operations

Production readiness, retries, limits, and quotas

Security

Security, privacy, Trust Center, and account controls