specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Unbabel
providerId: unbabel
created: '2026-07-03'
modified: '2026-07-03'
reconciled: false
tags:
- Translation
- LangOps
- Localization
- FinOps
- Cost Management
- FOCUS
description: >-
  FinOps view of Unbabel spend. Unbabel is an enterprise Language Operations
  platform billed on a quote basis: a platform/subscription fee plus per-word (or
  per-character) translation charges that decrease with volume, usually under a
  minimum monthly commitment. The dominant cost driver is translated volume
  (words/characters), influenced by language pair, tone/topic, and whether jobs
  use pure machine translation or AI-plus-human review. There is no public
  self-service rate card; amounts must be reconciled against an Unbabel
  agreement.
notes: >-
  Per-unit rates are not reconciled here; verify with an Unbabel quote. Cost can
  be optimized by using mt_translation for low-stakes content, batching, reusing
  translation memory/glossaries, and calling the wordcount endpoint to forecast
  volume before submission.
sources:
- https://unbabel.com/
- https://developers.unbabel.com
- https://unbabel.com/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: Unbabel
serviceCategory: AI and Machine Learning
billingModel:
  pricingCategory: Usage-Based
  billingFrequency: Monthly
  billingCurrency: USD
  chargeCategories:
  - Usage
  - Purchase
  - Adjustment
focusColumns:
  ServiceName: Unbabel Translation API
  ServiceCategory: AI and Machine Learning
  ProviderName: Unbabel
  PublisherName: Unbabel
  InvoiceIssuerName: Unbabel
  BillingCurrency: USD
  ChargeCategory: Usage
  PricingCategory: Usage-Based
meters:
- name: words_translated
  description: Words (or characters) translated, the primary billed unit for translation jobs.
  unit: words
  aggregation: sum
  dimensions:
  - account
  - language_pair
  - job_type
- name: human_review
  description: AI-plus-human reviewed translations, typically priced above pure machine translation.
  unit: words
  aggregation: sum
  dimensions:
  - account
  - language_pair
- name: machine_translation
  description: Pure machine-translation (mt_translation) volume, typically lower cost than human-reviewed jobs.
  unit: words
  aggregation: sum
  dimensions:
  - account
  - language_pair
- name: platform_subscription
  description: Fixed platform/subscription fee where applicable, independent of translated volume.
  unit: months
  aggregation: sum
  dimensions:
  - account
principles:
- name: Visibility
  description: Track translated words per language pair and job type; use the wordcount endpoint to forecast cost before submitting.
- name: Allocation
  description: Tag translation jobs by team, product, or content type so translation spend maps to internal cost centers.
- name: Optimization
  description: Route low-stakes content through mt_translation, reserve AI-plus-human review for high-value content, and reuse translation memory and glossaries to avoid re-translating repeated strings.
- name: Accountability
  description: Assign owners per workload; review monthly translated volume against the committed volume in the Unbabel agreement.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com