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Equation 10 · Part 5 · Comparing the Main Approaches to AI Inference Economics

fraction

Pr<u⋅Pd,i.e.u>PrPd≡u∗.P_r < u \cdot P_d, \qquad \text{i.e.} \qquad u > \frac{P_r}{P_d} \equiv u^{*}.
fraction

What this part means

Divide the expression above the line by the one below it.

Its job in the formula

The expression above the fraction bar is divided by the complete expression below it. The denominator must not be zero.

The passage around this formula

Here the break-even arithmetic is genuinely simple, and worth writing down, because it is the one place in this comparison where a clean model — not a ranking of vendors — is possible. Let a reserved commitment cost PrP_r per accelerator-hour, and let the on-demand or serverless rate that would otherwise serve the same throughput cost PdP_d per accelerator-hour at full utilization. If the buyer’s realized utilization of the reserved capacity is u ∈\in (0, 1] , the reserved option is cheaper exactly when Pr<u⋅Pd,i.e.u>PrPd≡u∗P_r < u \cdot P_d, \qquad \text{i.e.} \qquad u > \frac{P_r}{P_d} \equiv u^{*}. Below the break-even utilization u∗u^{*} , paying on demand only for the hours actually used is cheaper than holding a reservation that sits partly idle; above it, the…

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Learn the underlying idea

A fraction a/b means a divided by b. The top number is the numerator; the bottom number is the denominator, and it cannot be zero.

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Sources cited in the article section

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