Open WebUI · FinOps Profile

Open Webui Finops

FOCUS-aligned FinOps profile for Open WebUI. The software itself is free. Real cost lines are: (1) compute and storage for the Open WebUI container and any local model storage, (2) GPU compute for Ollama or local model inference, and (3) per-token spend on connected commercial LLM backends. Optimize by right-sizing GPU, routing low-stakes prompts to cheaper models, and caching common prompts/RAG queries.

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

It defines 3 billable meters, billed in USD, on a n/a (project) / variable (infra) cycle, and pricing category free / self-host.

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

Tagged areas include LLM, Open Source, Self-Hosted, Ollama, and Chat UI.

Category: LLM Tooling Pricing: Free / Self-Host Billing: N/A (project) / Variable (infra) FOCUS v1.3
LLMOpen SourceSelf-HostedOllamaChat UIRAGFinOpsCost 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
Open WebUI
PublisherName
Open WebUI
ServiceCategory
LLM Tooling
ServiceName
Open WebUI

Meters

compute_hours
Unit: hour
Compute hours for the Open WebUI container.
gpu_hours
Unit: hour
GPU hours for local inference (Ollama, llama.cpp, etc.).
upstream_tokens
Unit: token
Tokens billed by upstream LLM provider (OpenAI, Anthropic, etc.).

Sources

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Tools for finops

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  • 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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