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Parasail
Parasail
Parasail is an AI Supercloud — a pay-per-token GPU inference platform aimed at AI startups and developers. Parasail orchestrates rented GPU capacity across 40+ data centers in 15+ countries to serve open-weight LLMs, vision/multimodal models, embedding models, and TTS/STT models on a serverless, dedicated, or batch basis. The platform exposes OpenAI-compatible /v1 endpoints for chat completions, completions, embeddings, batch, and models, plus a control-plane /api/v1 for managing dedicated GPU deployments of any Hugging Face or custom model. Parasail serves 500B+ tokens per day and is positioned as up to 30x cheaper than legacy cloud providers, with no quotas, no rate-limit penalties, and no long-term contracts. Co-founded by Mike Henry (ex-Mythic) and Tim Harris (ex-Swift Navigation); raised a $32M Series A in April 2026 (Touring Capital and Kindred Ventures) bringing total funding to $42M.
3 APIs
6 Capabilities
15 Features
AI Artificial Intelligence GPU Inference Large Language Models Open Source Models Hugging Face Batch Embeddings Tokenmaxxing Supercloud
Parasail publishes 3 APIs on the APIs.io network: Inference API, Batch API, and Dedicated Deployments API. Tagged areas include AI, Artificial Intelligence, GPU, Inference, and Large Language Models.
The Parasail catalog on APIs.io includes 6 machine-runnable capabilities , 1 JSON-LD context, and 1 Spectral governance ruleset.
Parasail’s developer surface includes developer portal, documentation, signup flow, pricing, engineering blog, SDKs, code examples, and 16 more developer resources.
OpenAI-compatible real-time and streaming inference API exposing serverless access to popular open-weight LLMs, embedding models, and the model catalog. Endpoints: /v1/chat/comp...
OpenAI-compatible Batch API for asynchronous inference workloads at 50% off serverless pricing (with an additional 30% off cached tokens). Supports /v1/chat/completions and /v1/...
Control-plane API for managing Parasail Dedicated and Dedicated Serverless deployments. Provision reserved GPU capacity (H100, A100, H200, etc.) running any Hugging Face or cust...
Run Capabilities with Naftiko — Deploy and orchestrate these API capabilities using Naftiko Fleet.
Run with Naftiko
Run Capabilities with Naftiko — Deploy and orchestrate these API capabilities using Naftiko Fleet.
Run with Naftiko
Pay-per-token serverless GPU inference with no quotas or contracts
OpenAI-compatible /v1/chat/completions, /v1/completions, /v1/embeddings, /v1/models
Batch API at 50% off serverless (plus 30% off cached tokens) with 24-hour window
Dedicated and Dedicated Serverless deployments for reserved GPU capacity
Bring-your-own model from Hugging Face or custom weights
Day-0 support for frontier open-weight LLMs (DeepSeek, Qwen, Llama, OLMo, Kimi)
Vision, multimodal, embeddings, and TTS (Resemble, Orpheus) model surfaces
Global GPU orchestration across 40+ data centers in 15+ countries
500B+ tokens served per day
Sub-500ms latency suitable for voice agents
Up to 30x cheaper than legacy cloud providers
Speculative decoding (EAGLE) and KV-cache virtualization for performance
Free starter credits and usage-tier auto-advancement (5 / 500 / 1000 / 4000 RPM)
OpenAI Python and TypeScript SDK compatibility via base_url override
$42M total funding (April 2026 Series A) — Touring Capital, Kindred Ventures, Samsung NEXT
7 classes · 12 properties
JSON-LD
5 rules ·
3 errors
2 warnings
SPECTRAL
Sources
aid: parasail
url: https://raw.githubusercontent.com/api-evangelist/parasail-ai/refs/heads/main/apis.yml
name: Parasail
description: |
Parasail is an AI Supercloud — a pay-per-token GPU inference platform aimed at AI
startups and developers. Parasail orchestrates rented GPU capacity across 40+
data centers in 15+ countries to serve open-weight LLMs, vision/multimodal models,
embedding models, and TTS/STT models on a serverless, dedicated, or batch basis.
The platform exposes OpenAI-compatible /v1 endpoints for chat completions,
completions, embeddings, batch, and models, plus a control-plane /api/v1 for
managing dedicated GPU deployments of any Hugging Face or custom model. Parasail
serves 500B+ tokens per day and is positioned as up to 30x cheaper than legacy
cloud providers, with no quotas, no rate-limit penalties, and no long-term
contracts. Co-founded by Mike Henry (ex-Mythic) and Tim Harris (ex-Swift
Navigation); raised a $32M Series A in April 2026 (Touring Capital and Kindred
Ventures) bringing total funding to $42M.
tags:
- AI
- Artificial Intelligence
- GPU
- Inference
- Large Language Models
- Open Source Models
- Hugging Face
- Batch
- Embeddings
- Tokenmaxxing
- Supercloud
kind: contract
image: https://kinlane-productions2.s3.amazonaws.com/apis-json/apis-json-logo.jpg
access: 3rd-Party
apis:
- aid: parasail:parasail-inference-api
name: Parasail Inference API
tags:
- AI
- Artificial Intelligence
- Inference
- Chat
- Embeddings
- Models
humanURL: https://docs.parasail.io/parasail-docs/
baseURL: https://api.parasail.io/v1
properties:
- url: https://docs.parasail.io/parasail-docs/
type: Documentation
- url: openapi/parasail-inference-api-openapi.yml
type: OpenAPI
- url: json-schema/parasail-chat-completion-schema.json
type: JSONSchema
- url: json-ld/parasail-context.jsonld
type: JSONLD
- type: NaftikoCapability
url: capabilities/inference-chat-completions.yaml
- type: NaftikoCapability
url: capabilities/inference-embeddings.yaml
- type: NaftikoCapability
url: capabilities/inference-models.yaml
description: |
OpenAI-compatible real-time and streaming inference API exposing serverless
access to popular open-weight LLMs, embedding models, and the model catalog.
Endpoints: /v1/chat/completions, /v1/completions, /v1/embeddings, /v1/models.
Bearer-token authentication; pay-per-token billing; supports streaming, tool
use, and structured outputs. Compatible with the OpenAI Python and TypeScript
clients by overriding base_url.
- aid: parasail:parasail-batch-api
name: Parasail Batch API
tags:
- AI
- Artificial Intelligence
- Batch
- Files
humanURL: https://docs.parasail.io/parasail-docs/
baseURL: https://api.parasail.io/v1
properties:
- url: https://docs.parasail.io/parasail-docs/
type: Documentation
- url: openapi/parasail-batch-api-openapi.yml
type: OpenAPI
- url: json-schema/parasail-batch-schema.json
type: JSONSchema
- type: NaftikoCapability
url: capabilities/batch-jobs.yaml
- type: NaftikoCapability
url: capabilities/batch-files.yaml
description: |
OpenAI-compatible Batch API for asynchronous inference workloads at 50% off
serverless pricing (with an additional 30% off cached tokens). Supports
/v1/chat/completions and /v1/embeddings in the OpenAI Batch file format
(JSONL) with a 24-hour completion window. Includes a Files surface for
uploading and downloading input/output/error JSONL files. Ideal for offline
enrichment, dataset processing, and large-scale tokenmaxxing.
- aid: parasail:parasail-dedicated-api
name: Parasail Dedicated Deployments API
tags:
- AI
- Artificial Intelligence
- GPU
- Deployments
- Dedicated
humanURL: https://docs.parasail.io/parasail-docs/
baseURL: https://api.parasail.io/api/v1
properties:
- url: https://docs.parasail.io/parasail-docs/
type: Documentation
- url: openapi/parasail-dedicated-api-openapi.yml
type: OpenAPI
- url: json-schema/parasail-deployment-schema.json
type: JSONSchema
- type: NaftikoCapability
url: capabilities/dedicated-deployments.yaml
description: |
Control-plane API for managing Parasail Dedicated and Dedicated Serverless
deployments. Provision reserved GPU capacity (H100, A100, H200, etc.) running
any Hugging Face or custom model, then list, retrieve, update, pause, resume,
and delete deployments. Read-only API keys can list and retrieve but cannot
mutate. Endpoint: /api/v1/dedicated/deployments.
common:
- type: Portal
url: https://parasail.io
- type: Documentation
url: https://docs.parasail.io/parasail-docs/
- type: SignUp
url: https://www.saas.parasail.io/
- type: Pricing
url: https://www.saas.parasail.io/pricing
- type: Blog
url: https://parasail.io/blogs
- type: AboutUs
url: https://parasail.io/about-us
- type: Careers
url: https://job-boards.greenhouse.io/parasail
- type: PrivacyPolicy
url: https://parasail.io/legal/privacy-policy
- type: TermsOfService
url: https://parasail.io/legal/terms-of-service
- type: GitHubOrganization
url: https://github.com/parasail-ai
- type: Forum
url: https://discord.gg/parasail
- type: LinkedIn
url: https://www.linkedin.com/company/parasail-ai
- type: X
url: https://x.com/parasail_io
- url: https://github.com/parasail-ai/openai-batch
name: openai-batch
type: SDK
- url: https://github.com/parasail-ai/cookbook
name: Parasail Cookbook
type: CodeExamples
- url: https://github.com/parasail-ai/kvcached
name: kvcached
type: Tool
- url: https://github.com/parasail-ai/vllm-public
name: vllm-public
type: Tool
- url: https://github.com/parasail-ai/curator
name: curator
type: Tool
- url: https://github.com/parasail-ai/simple-evals
name: simple-evals
type: Tool
- url: https://github.com/parasail-ai/VLMEvalKit
name: VLMEvalKit
type: Tool
- url: plans/parasail-plans-pricing.yml
type: Plans
- url: rate-limits/parasail-rate-limits.yml
type: RateLimits
- url: finops/parasail-finops.yml
type: FinOps
- type: Features
data:
- Pay-per-token serverless GPU inference with no quotas or contracts
- OpenAI-compatible /v1/chat/completions, /v1/completions, /v1/embeddings, /v1/models
- Batch API at 50% off serverless (plus 30% off cached tokens) with 24-hour window
- Dedicated and Dedicated Serverless deployments for reserved GPU capacity
- Bring-your-own model from Hugging Face or custom weights
- Day-0 support for frontier open-weight LLMs (DeepSeek, Qwen, Llama, OLMo, Kimi)
- Vision, multimodal, embeddings, and TTS (Resemble, Orpheus) model surfaces
- Global GPU orchestration across 40+ data centers in 15+ countries
- 500B+ tokens served per day
- Sub-500ms latency suitable for voice agents
- Up to 30x cheaper than legacy cloud providers
- Speculative decoding (EAGLE) and KV-cache virtualization for performance
- Free starter credits and usage-tier auto-advancement (5 / 500 / 1000 / 4000 RPM)
- OpenAI Python and TypeScript SDK compatibility via base_url override
- $42M total funding (April 2026 Series A) — Touring Capital, Kindred Ventures, Samsung NEXT
sources:
- https://parasail.io/
- https://docs.parasail.io/parasail-docs/
- https://www.saas.parasail.io/pricing
- https://parasail.io/blogs
- https://github.com/parasail-ai
updated: '2026-05-25'
maintainers:
- FN: Kin Lane
email: [email protected]
X: apievangelist
url: https://apievangelist.com
created: '2026-05-25T00:00:00.000Z'
modified: '2026-05-25'
position: Consuming
specificationVersion: '0.16'