Equation 4 · The Token Tax of Giving a Model More Tools
What does this equation mean?
Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
This equation states an equality: the expressions on both sides have the same value under the article’s assumptions. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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Symbol T
T is part of the quantity the equation computes from the expression on the right.
Symbol n
n appears in the bound of this sum. The bound states where the repeated operation starts, ends, or which values it includes.
Symbol i
i appears in the bound of this sum. The bound states where the repeated operation starts, ends, or which values it includes.
=
The expressions on both sides represent the same quantity under the stated assumptions.
See an illustrated explanation →subscript
The lower label selects a particular version, component, or indexed member of the quantity. For example, x₀ and xₜ can be values at different positions.
superscript
A raised number can be a power. When it is a label or bound, it selects a case or the upper limit of a sum; the formula’s structure distinguishes these uses.
See an illustrated explanation →Starting index or lower bound: i=1
This label says where the repeated addition, multiplication, or accumulation starts. Read its value or condition together with the article’s description of the index.
Ending index or upper bound: n
This label says where the repeated addition, multiplication, or accumulation stops. It sets the last term or end of the range.
How to interpret it
Read it with the definitions, units, and assumptions supplied by the article.
What the article says around this equation
Call this fixed, tool-independent charge . On top of it sits the actual content of the catalogue: for n tools attached to a request, each with a schema costing tokens for its name, description, and JSON Schema of parameters, the tool-visibility component of a single request’s input is . which, if schemas run at roughly a uniform average size , simplifies to T(n) + n . Nothing about this term depends on whether the model calls any tool at all; it is the price of the menu, not the price of the order. And critically, because a stateless inference API resends its full input on every request, T(n) is not paid once at the start of a…
Read the full surrounding passage
Call this fixed, tool-independent charge . On top of it sits the actual content of the catalogue: for n tools attached to a request, each with a schema costing tokens for its name, description, and JSON Schema of parameters, the tool-visibility component of a single request’s input is . which, if schemas run at roughly a uniform average size , simplifies to T(n) + n . Nothing about this term depends on whether the model calls any tool at all; it is the price of the menu, not the price of the order. And critically, because a stateless inference API resends its full input on every request, T(n) is not paid once at the start of a session — it is paid again, in full, on every single turn for as long as tools remain attached to the request.
Sources cited in the article section
- [4] Pricing ↗
- [6] Function Calling ↗
- [5] Introducing Advanced Tool Use on the Claude Developer Platform ↗
These citations give research context. Read each source to check which claims it supports.
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