specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Prime Intellect
providerId: prime-intellect
created: '2026-05-25'
modified: '2026-05-25'
reconciled: true
tags:
  - FinOps
  - Cost Management
  - FOCUS
  - AI
  - GPU
  - Tokens
description: FOCUS-aligned FinOps definition for Prime Intellect. Combined GPU-hour metering (compute marketplace,
  sandboxes) and token metering (hosted training, inference). Wallet-based credit ledger billed in USD with
  per-run, per-pod, and per-request usage records.
sources:
  - https://www.primeintellect.ai/
  - https://docs.primeintellect.ai/hosted-training/models-and-pricing
  - https://docs.primeintellect.ai/inference/overview
  - https://docs.primeintellect.ai/api-reference/billing/wallet-balance-+-most-recent-billing-rows
alignedWith:
  framework: FinOps Foundation Framework
  frameworkUrl: https://www.finops.org/framework/
  dataSpec: FOCUS
  dataSpecVersion: '1.3'
  dataSpecUrl: https://focus.finops.org/focus-specification/v1-3/
publisherName: Prime Intellect
serviceCategory: AI and Machine Learning
billingModel:
  pricingCategory: Usage-Based
  billingFrequency: Continuous (wallet credit)
  billingCurrency: USD
  chargeCategories:
    - Usage
    - Purchase
    - Credit
    - Adjustment
  primaryUnit: token
  secondaryUnits:
    - gpu_hour
    - sandbox_hour
    - disk_gb_month
focusColumns:
  ServiceName: Prime Intellect API
  ServiceCategory: AI and Machine Learning
  ProviderName: Prime Intellect
  PublisherName: Prime Intellect
  InvoiceIssuerName: Prime Intellect
  PricingCategory: Usage-Based
  PricingUnit: Mixed (MTok and GPU-hour)
  BillingCurrency: USD
meters:
  - name: gpu_hours
    unit: gpu_hour
    aggregation: sum
    dimensions:
      - gpu_type
      - provider
      - region
      - pod_id
      - team
  - name: input_tokens
    unit: token
    aggregation: sum
    dimensions:
      - model
      - run_id
      - team
  - name: output_tokens
    unit: token
    aggregation: sum
    dimensions:
      - model
      - run_id
      - team
  - name: training_tokens
    unit: token
    aggregation: sum
    dimensions:
      - model
      - run_id
      - team
  - name: sandbox_hours
    unit: hour
    aggregation: sum
    dimensions:
      - sandbox_id
      - image
      - team
  - name: disk_storage
    unit: gb_month
    aggregation: average
    dimensions:
      - disk_id
      - region
      - team
endpoints:
  wallet: /api/v1/billing/wallet
  runUsage: /api/v1/billing/runs/{run_id}/usage