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Equation 1 · Part 8 · The Economics, Energy, and Physical Limits of Claude Code and Agentic Development Tools

=

Ci=0.1 pin ci−1  +  1.25 pin Δi  +  pout oi,ci=ci−1+Δi.C_i = 0.1\,p_{\mathrm{in}}\,c_{i-1} \;+\; 1.25\,p_{\mathrm{in}}\,\Delta_i \;+\; p_{\mathrm{out}}\,o_i, \qquad c_i = c_{i-1} + \Delta_i.
=

What this part means

The expressions on both sides represent the same quantity under the stated assumptions.

Its job in the formula

The equals sign connects the complete expression on the left with the complete expression on the right. Both sides must have compatible units.

The passage around this formula

Two structural consequences follow directly from that documented pricing, and they are analysis, not disclosure, since Anthropic states the multipliers but does not publish this derivation. Model a session as a sequence of turns. At turn i, the agent resends the accumulated transcript, c sub i-minus-one, as a cache read; adds a batch of new tokens, delta sub i, as a cache write, from a tool result or a newly opened file; and produces o sub i output tokens. Writing p-in and p-out for the base input and output prices, the billed cost of that turn is Ci=0.1 pin ci−1  +  1.25 pin Δi  +  pout oi,ci=ci−1+ΔiC_i = 0.1\,p_{\mathrm{in}}\,c_{i-1} \;+\; 1.25\,p_{\mathrm{in}}\,\Delta_i \;+\; p_{\mathrm{out}}\,o_i, \qquad c_i = c_{i-1} + \Delta_i. Summed across an N-turn session, the accumulated-context term is a triangular sum that grows in proportion to the square of…

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Learn the underlying idea

An equals sign says that the expression on its left and the expression on its right have the same value under the stated definitions and assumptions.

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Sources cited in the surrounding passage

These citations provide research context; check each source for the exact claim it supports.