specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Kling AI
providerId: kling-ai
created: '2026-07-11'
modified: '2026-07-11'
reconciled: false
tags:
- Video Generation
- AI Video
- Generative AI
- Resource Pack
- FinOps
- Cost Management
- FOCUS
description: >-
  FinOps view of Kling AI Open Platform spend. The developer API is prepaid:
  accounts buy resource packs and draw them down as generation tasks run. The
  dominant cost driver is video generation, metered by seconds of output and
  multiplied by professional mode and native audio; image generation and
  virtual try-on are cheaper per unit. Because it is prepaid and failed API
  tasks are reported not to deduct resources, spend is bounded by pack balance
  rather than an open-ended monthly invoice. Per-unit rates are not reconciled
  here.
notes: >-
  Reconcile per-second video rates, per-image rates, and resource-pack SKUs
  against the live Kling AI Open Platform pricing before using for budgeting.
  Optimize by choosing standard over professional mode where quality allows,
  keeping clips short, and only enabling native audio when needed.
sources:
- https://app.klingai.com/global/dev/document-api/quickStart/productIntroduction/overview
- https://klingai.com
- https://kling.ai/dev/pricing
- 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: Kling AI
serviceCategory: AI and Machine Learning
billingModel:
  pricingCategory: Usage-Based
  billingFrequency: Prepaid
  billingCurrency: USD
  chargeCategories:
  - Purchase
  - Usage
  - Adjustment
focusColumns:
  ServiceName: Kling AI Open Platform
  ServiceCategory: AI and Machine Learning
  ProviderName: Kling AI
  PublisherName: Kling AI
  InvoiceIssuerName: Kling AI
  BillingCurrency: USD
  ChargeCategory: Usage
  PricingCategory: Usage-Based
meters:
- name: video_seconds
  description: Seconds of generated video across text-to-video, image-to-video, multi-image, extension, lip-sync, and effects, drawn from prepaid resource packs.
  unit: seconds
  aggregation: sum
  dimensions:
  - account
  - model
  - mode
- name: native_audio_seconds
  description: Seconds of video generated with native audio on audio-capable models, at roughly double the base per-second rate.
  unit: seconds
  aggregation: sum
  dimensions:
  - account
  - model
- name: images_generated
  description: Still images produced via Kolors image generation and virtual try-on.
  unit: images
  aggregation: sum
  dimensions:
  - account
  - model
- name: resource_pack_balance
  description: Remaining prepaid resource-pack balance available for consumption.
  unit: credits
  aggregation: last
  dimensions:
  - account
  - resource_pack
principles:
- name: Visibility
  description: Track video-seconds and images per model and mode via the account resource query; monitor resource-pack balance to avoid task rejections on depletion.
- name: Allocation
  description: Separate Access Keys per workload/environment so consumption maps to teams or projects.
- name: Optimization
  description: Prefer standard mode over professional where acceptable, keep durations short, enable native audio only when required, and rely on no-charge-on-failure to avoid paying for failed renders.
- name: Accountability
  description: Assign owners per key/project and review resource-pack burn-down against budget.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com