Adept · FinOps Profile

Adept Finops

FinOps view of Adept "spend." Adept does not invoice customers - it has no commercial API. The only direct cost surface is downloading the open- source Fuyu-8B and Persimmon-8B models from Hugging Face (free) and the customer's own self-hosted GPU inference cost (or third-party inference provider cost). Those costs appear under the inference provider's ServiceName, not Adept's.

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

It defines 2 billable meters, billed in USD, on a one-time cycle, and pricing category other.

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

Tagged areas include AI, Agents, Foundation Models, Action Models, and Open Source.

Category: AI and Machine Learning Pricing: Other Billing: One-Time FOCUS v1.3
AIAgentsFoundation ModelsAction ModelsOpen SourceFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

Adjustment

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Adjustment
InvoiceIssuerName
Not Applicable
PricingCategory
Other
ProviderName
Adept
PublisherName
Adept
ServiceCategory
AI and Machine Learning
ServiceName
Adept Open-Source Models

Meters

model_downloads
Unit: downloads
Adept open-source model downloads (free) used for cost-free attribution / inventory tracking only.
self_hosted_inference_cost
Unit: usd
Customer's own GPU inference cost when serving Adept open-source models (recorded under the inference provider, not Adept).

Sources

Work with this as data

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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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