glhf · FinOps Profile

Glhf Chat Finops

FinOps view of glhf (glhf.chat) spend. glhf bills on a usage basis for GPU resources consumed while running open-source models through its OpenAI-compatible API, with no required subscription and no charge for boot time. Specific per-token or per-GPU-hour rates are not publicly documented, so meters below are modeled from the usage-based description and are not reconciled.

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

It defines 3 billable meters, billed in USD, on a monthly cycle, and pricing category usage-based.

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

Tagged areas include AI, LLM, Inference, Open Source Models, and Hugging Face.

Category: AI and Machine Learning Pricing: Usage-Based Billing: Monthly FOCUS v1.3
Method: generated, dated 2026-06-21.
Written by API Evangelist on 2026-06-21 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.
View Source
AILLMInferenceOpen Source ModelsHugging FaceFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

UsagePurchaseAdjustment

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Usage
InvoiceIssuerName
glhf
PricingCategory
Usage-Based
ProviderName
glhf
PublisherName
glhf
ServiceCategory
AI and Machine Learning
ServiceName
glhf

Meters

gpu_hours
Unit: hours
GPU hours consumed while running models on the auto-scaling scheduler, billed per usage (rate not publicly documented).
input_tokens
Unit: tokens
Tokens sent in chat completion requests (rate not publicly documented).
output_tokens
Unit: tokens
Tokens generated in chat completion responses (rate not publicly documented).

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