TensorFlow · FinOps Profile

Tensorflow Finops

FOCUS-aligned FinOps for TensorFlow: TensorFlow itself is free open-source software (Apache 2.0); the FinOps surface is the underlying compute, accelerator, and storage spend incurred by training and serving TensorFlow workloads on cloud or on-prem infrastructure.

Tensorflow Finops is the FinOps profile for TensorFlow on the APIs.io network, aligned with the FinOps Foundation Framework.

It defines 3 billable meters, billed in USD, on a on-demand cycle, and pricing category open source.

The profile maps 5 FOCUS columns for cost-allocation reporting.

Tagged areas include FinOps, FOCUS, Machine Learning, and Open Source.

Category: Machine Learning Framework Pricing: Open Source Billing: On-Demand FOCUS v1.3
Method: generated, dated 2026-05-05.
Written by API Evangelist on 2026-05-05 from the provider's published pricing, and not verified by the provider. Treat the meters and categories as our reading of their pages, not their statement.
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FinOpsFOCUSMachine LearningOpen Source

Framework Alignment

Framework
Data Spec

Charge Categories

Usage

FOCUS Columns

BillingCurrency
USD
ProviderName
TensorFlow
PublisherName
TensorFlow contributors / Google LLC
ServiceCategory
Machine Learning Framework
ServiceName
TensorFlow

Meters

training_accelerator_hours
Unit: instance-hour
inference_accelerator_hours
Unit: instance-hour
model_storage
Unit: GB-month

Sources

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Tools for finops

4 MCP tools reach this
  • find_finopsBrowse and filter every finops artifact in the catalog.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
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