aid: parasail
specVersion: '0.1'
name: Parasail FinOps Surface
url: https://www.saas.parasail.io/
description: |
  Parasail's billing surface is a hybrid of token-metered serverless and GPU-hour
  reserved capacity. Tokenmaxxing customers can mix Serverless, Dedicated Serverless,
  Dedicated, and Batch on the same account, each contributing line items to monthly
  invoices. Aligned to the FinOps Framework / FOCUS data spec dimensions where
  applicable.
billing:
  unitsOfBilling:
    - id: input-token
      label: Input Tokens (1M)
      surface: Serverless / Dedicated Serverless / Batch
      description: Pay-per-token input billing, per model.
    - id: output-token
      label: Output Tokens (1M)
      surface: Serverless / Dedicated Serverless / Batch
      description: Pay-per-token output billing, per model.
    - id: cached-token
      label: Cached Tokens (Batch)
      surface: Batch
      description: Additional 30% discount on cached tokens within a batch job.
    - id: gpu-hour
      label: GPU Hour
      surface: Dedicated
      description: GPU-hour billing for reserved capacity, per device SKU (H100, A100, H200, etc.).
  discounts:
    - id: batch-discount
      label: Batch discount
      amount: 50% off serverless rates
    - id: cached-discount
      label: Cached-token discount (Batch)
      amount: Additional 30% off cached tokens
    - id: pause
      label: Pause to stop GPU-hour billing
      amount: Dedicated deployments billed only while running
  freeCredits:
    description: New users receive starter credits for serverless usage.
focusMapping:
  ChargeCategory:
    - Usage
    - Purchase
  ChargeSubcategory:
    - Tokens
    - GPU Hours
  PricingCategory:
    - Pay-per-token (Serverless / Dedicated Serverless / Batch)
    - Reserved (Dedicated)
  CommitmentDiscountCategory:
    - None by default; volume discounts available via Enterprise contracts.
reporting:
  available:
    - Per-API-key usage in the Parasail SaaS dashboard
    - Per-deployment billing for Dedicated capacity
    - Per-batch cost and token counts in the Batch API response
  notAvailable:
    - Programmatic FinOps export API (as of 2026-05)