Amazon SageMaker · FinOps Profile

Amazon Sagemaker Finops

FOCUS-aligned FinOps for Amazon SageMaker AI: per-ML-instance-hour billing across notebook, training, batch transform, real-time, and asynchronous inference, plus serverless inference (GB-second + GB-data) and SageMaker Savings Plans for 1- or 3-year commitments.

Amazon Sagemaker Finops is the FinOps profile for Amazon SageMaker on the APIs.io network, aligned with the FinOps Foundation Framework.

It defines 7 billable meters, billed in USD, on a monthly cycle, and pricing category pay-as-you-go + committed use.

The profile maps 8 FOCUS columns for cost-allocation reporting.

Tagged areas include FinOps, FOCUS, Machine Learning, SageMaker, and Cost Management.

Category: AI / Machine Learning Pricing: Pay-As-You-Go + Committed Use Billing: Monthly FOCUS v1.3
FinOpsFOCUSMachine LearningSageMakerCost Management

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

UsagePurchaseTaxCreditAdjustment

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Usage
InvoiceIssuerName
Amazon Web Services, Inc.
ProviderName
AWS
PublisherName
Amazon Web Services, Inc.
ServiceCategory
AI and Machine Learning
ServiceName
Amazon SageMaker
ServiceSubcategory
ML Platform

Meters

notebook_instance_hours
Unit: instance-hour
training_instance_hours
Unit: instance-hour
batch_transform_instance_hours
Unit: instance-hour
realtime_endpoint_instance_hours
Unit: instance-hour
serverless_inference_gb_seconds
Unit: GB-second
serverless_inference_data_processed_gb
Unit: GB
storage_gb_month
Unit: GB-month

Sources

Work with this as data

Every finops artifact here is available over the APIs.io API and to AI agents over MCP.

MCP server

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https://apis.io/mcp

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.
All 92 tools →

Call it yourself

curl for this page
This finops artifact 
curl "https://apis.io/api/v1/finops/amazon-sagemaker-finops"
All finops 
curl "https://apis.io/api/v1/finops?limit=25"

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