specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Wondercraft
providerId: wondercraft
created: '2026-06-21'
modified: '2026-06-21'
reconciled: false
tags:
- AI
- Audio
- Podcast
- Generative Audio
- FinOps
- Cost Management
- FOCUS
description: >-
  FinOps view of Wondercraft spend. Wondercraft bills via monthly or annual
  subscription plans that grant a credit allowance. Audio and video generation -
  including API-driven podcast, audio ad, meditation, and audiobook jobs - consume
  credits from the same plan balance. API access requires a paid plan (Creator,
  Pro, or Enterprise). Cost is managed by choosing a plan tier and monitoring
  credit burn rather than per-call invoicing.
notes: >-
  Credit-to-output ratios and add-on credit pack pricing are set on the
  Wondercraft pricing page and may change; verify during reconciliation.
sources:
- https://www.wondercraft.ai/pricing
- https://docs.wondercraft.ai/quickstart
- https://focus.finops.org/focus-specification/v1-3/
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: Wondercraft
serviceCategory: AI and Machine Learning
billingModel:
  pricingCategory: Subscription
  billingFrequency: Monthly
  billingCurrency: USD
  chargeCategories:
  - Purchase
  - Usage
focusColumns:
  ServiceName: Wondercraft Public API
  ServiceCategory: AI and Machine Learning
  ProviderName: Wondercraft
  PublisherName: Wondercraft
  InvoiceIssuerName: Wondercraft
  BillingCurrency: USD
  ChargeCategory: Purchase
  PricingCategory: Subscription
meters:
- name: subscription_plan
  description: Monthly or annual plan fee granting a credit allowance and API access on paid tiers.
  unit: plan
  aggregation: sum
  dimensions:
  - account
  - plan
- name: generation_credits
  description: Credits consumed by audio and video generation jobs, including API-driven podcast jobs.
  unit: credits
  aggregation: sum
  dimensions:
  - account
  - plan
- name: generation_jobs
  description: Count of audio generation jobs submitted via the API (subject to the 5 concurrent-job limit).
  unit: jobs
  aggregation: sum
  dimensions:
  - account
principles:
- name: Visibility
  description: Track monthly credit balance and burn rate against generation volume in the Wondercraft account.
- name: Allocation
  description: Map API keys and projects to credit consumption to attribute spend to teams or workloads.
- name: Optimization
  description: Right-size the plan tier to actual credit usage; prefer scripted generation when AI scripting is not needed; respect the 5 concurrent-job limit to avoid wasted retries.
- name: Accountability
  description: Assign an owner for the Wondercraft subscription and review credit consumption before renewal.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com