Managed by LJP Asset Group LLC

Token-Based Consumption

Token-based consumption measures or prices selected AI activity using input, output, cached, reasoning, or other provider-defined token units.

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Definition

A bounded technical identity.

Token-based consumption measures or prices selected AI activity using input, output, cached, reasoning, or other provider-defined token units.

Why it matters

Make the technical question explicit.

Token units are widely available but can vary by model, tokenizer, provider, context policy, caching, and workload, so they require normalization before comparison or allocation.

Technical context

AI economics

This page provides a stable descriptive reference for the stated concept. Implementations, products, operating models, and applicable requirements remain context-specific and replaceable.

Evidence and terminology boundary

Evidence class C.

The cited authority supports component concepts or architectural context. It does not define this exact compound identity; LJP uses the phrase descriptively.

Machine-readable resources

Public identity resources

Namespace manifest · LLM summary · Robots policy · Sitemap

No ontology, API, agent card, MCP endpoint, or executable service is published. JSON-LD describes this page; it is not a formal vocabulary.

Credibility boundary

What this page does not claim.

The identity is not a tokenizer, meter, price list, billing service, or accounting rule.

This identity is not an agent, workload, sensor, control plane, runtime, operating platform, database, network, or standards authority. It is not an endorsement, certification, or conformance claim.

Library context

Portfolio discovery record

View the Library record. Licensing, stewardship, partnership or acquisition discussions welcome.