Assumption: Each team is equally skilled - They have a 50% chance of winning each match.
Expected value of the conference semi-final with no home-field advantage:
Top seed: 0.5 * 1000 = $500
bottom seed: 0.5 * 1000 = $500
Expected value of the conference semi-final with home-field advantage:
Top seed: 0.6875 (top seed will win 11/16 times) * 1000 = $687.5
Bottom seed: 0.3125 * 1000 = $312.5
Value of the 1-game lead: $187.5
There is of course more to it. For example, having the higher seed means that you don't have to play the wild card match. How does having to play the wild card match affect your equity?
Top seed value from the wild card match:
0.6875 * 250 = $171.86
$171.86 - $125 = 46.86
However, the top seed in the wild card match simultaneously forfeits some of their expected value from the semi-final match when they fail to win the wild-card round:
0.3125 * 312.5 = $97.65
46.86 - 97.65 = - $50.79
You lose $50 dollars in equity there.
Then there's the fact that having the homefield advantage gives you a better chance at going on to the conference final, though here the calculations get more complicated since there are more variations as to who will be the higher seed.
Assuming that you are the 1-seed.
You gain $187.5 immediate value from the one game lead in the conference semis.
Multiplying this by 2.5 ($2500/$1000) gets you $468.75 value of the 1-game lead in the conference finals
But you also have to take into consideration that it lets you get from the semis to the finals 18.75% more of the time, so
2500/2 + 468.75 = 1718.75 is your expected value from the conference finals with the home field advantage
so you get 0.1875 * 1718.75 = $322.27
Beyond that you have a better chance of getting into the overall championship, where your expected value = 0.5 *5000. So instead of having, before the conference finals, 0.5 * 0.5 * 5000 =1250, you have 0.6875 * 0.5 * 5000 = $1718.75 equity there, for an increase of $468.75
So, in conclusion, looking at the value of having the one seed:
a) You do not have to play the wild card game, and avoid a $50.79 loss in equity there.
You have an 18.75% greater chance of winning the semifinals, for an expected value of $187.5c) You have an 18.75% greater chance of winning the semifinals and thus moving on to the finals, and that greater chance of moving on has a value of $322.27 from the finals, and $468.75 from the overall championship.
So roughly, assuming my caculcations are correct and that I haven't made any huge logical errors (again, this was all just thrown together so I would appreciate someone double-checking), the value of the top seed is roughly $1000 in equity.
