Scalable Inference Serving Finops
FOCUS-aligned FinOps shape for the Scalable Inference Serving stack: open-source software (KServe, BentoML, vLLM, Triton) with no software license fee; FinOps cost is the underlying GPU / Kubernetes infrastructure on the deploying cloud account.
Scalable Inference Serving Finops is the FinOps profile for Scalable Inference Serving on the APIs.io network, aligned with the FinOps Foundation Framework.
It defines 1 billable meter, billed in USD (varies by contract), on a per-contract cycle, and pricing category contract / negotiated.
The profile maps 6 FOCUS columns for cost-allocation reporting.
Tagged areas include FinOps, FOCUS, AI, Inference, and Open Source.
Framework Alignment
Charge Categories
FOCUS Columns
Meters
Sources
- https://kserve.github.io/website/
- https://docs.bentoml.com/
- https://docs.vllm.ai/
- https://github.com/triton-inference-server/server
Work with this as data
Every finops artifact here is available over the APIs.io API and to AI agents over MCP.
MCP server
One button, every client — Claude, Cursor, VS Code and the rest.
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.
Call it yourself
curl for this page
curl "https://apis.io/api/v1/finops/scalable-inference-serving-finops"curl "https://apis.io/api/v1/finops?limit=25"Discovery needs no key. Ratings and market analysis are Pro.