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
AILLMInferenceOpen Source ModelsHugging FaceFinOpsCost ManagementFOCUS

Framework Alignment

Framework
Data Spec

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).

Sources