Each tier is one more integral
Take two tiers with one maker at the top. After t seconds it has built
t generators, so income has climbed in a straight line from 0 to t
coins a second. The coins made are the area under that line, a
triangle: t² ÷ 2. Add a third tier and the makers grow as t, the
generators as t² ÷ 2, and the coins as the area under that, t³ ÷ 6.
Each tier up repeats the step:
coins after t seconds, with k tiers = tk ÷ k!
In calculus terms each tier is the rate of change of the tier below:
income is how fast coins grow, tier 2 is how fast income grows, and so
on up. The k! (1 × 2 × … × k) is why a new top tier starts so slowly,
and the power of t is why it wins in the end.
The top tier always takes over
Now own one generator of each tier, and compare the coins that came
down from the tier-k one and from the tier-(k − 1) one by time t:
(tk ÷ k!) ÷ (tk−1 ÷ (k−1)!) = t ÷ k
So tier k draws level with the tier below at t = k seconds, and pulls
ahead from then on. Early in a run the low tiers carry it; later, the
highest tier does nearly everything. In real games the rates are
usually slower than one a second, which stretches the same pattern over
minutes or hours.
An endless chain is exponential
Own one generator of every tier, with no top, and add up what they all
make. The sum is a famous series:
t + t2 ÷ 2! + t3 ÷ 3! + … = et − 1
That's the same curve as reinvesting. In the smooth version of the
maths, spending every coin on generators that cost one coin each also
makes exactly et − 1: buying generators with coins is a
chain that feeds itself, one tier deep but endlessly long.
Why the pictures use two log scales
Take the log of a chain's coins and the power comes down in front:
log(tk ÷ k!) = k × log t − log k!
Plotted against log t, that's a straight line whose slope is k, the
number of tiers. Exponential growth has no such line: its log grows
like t ÷ 60 × log e, which against log t curves ever more
steeply upward, so however many tiers a chain has, reinvesting at a
fixed price passes it in the end. Rising prices pull reinvesting back
down. When each generator costs a fixed percentage more, the number you
own grows only like log t, so the climb keeps flattening: in the long run the coins
grow like t × log t, and their slope on the pictures sinks towards one
tier's.