vLLM · FinOps Profile

Vllm Finops

FOCUS-aligned FinOps profile for vLLM. The software is free. Cost is GPU compute and storage on your chosen platform (cloud spot/on-demand GPUs, on-prem hardware, or a managed-vLLM provider). Optimize via continuous batching (default in vLLM), prefix caching, paged-attention sizing, model quantization (AWQ/GPTQ/INT8/FP8), and routing across instance sizes.

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

It defines 2 billable meters, billed in USD, on a n/a (project) / hourly (infra) cycle, and pricing category free oss / compute.

The profile maps 7 FOCUS columns for cost-allocation reporting.

Tagged areas include LLM, Inference, Open Source, GPU, and OpenAI Compatible.

Category: LLM Inference Pricing: Free OSS / Compute Billing: N/A (project) / Hourly (infra) FOCUS v1.3
LLMInferenceOpen SourceGPUOpenAI CompatibleSelf-HostedFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

Usage

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Usage
InvoiceIssuerName
N/A
ProviderName
vLLM Project
PublisherName
vLLM Project
ServiceCategory
LLM Inference
ServiceName
vLLM

Meters

gpu_hours
Unit: hour
GPU hours consumed by vLLM serving processes.
tokens_served
Unit: token
Output tokens generated (operational meter for $/token tracking).

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

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.
All 92 tools →

Call it yourself

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

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.