Interactive Supplement · Probability & Combinatorics

Lottery
Expected Value

Buying more tickets raises your probability of winning — but does it ever make financial sense? Drag the sliders to see how jackpot size, lump-sum discounting, and tax rate combine to determine whether any purchase strategy produces positive expected profit.

The setup

This lottery has N = 197 = 893,871,739 possible distinct tickets. Buying k distinct tickets at $1 each gives win probability k / N. Expected profit is:

E[profit] = (k / N) × Jnetk
where Jnet = advertised jackpot × lump-sum factor × (1 − tax rate)

The break-even condition

Setting E[profit] = 0 and solving for k reveals that k cancels entirely:

(k / N) × Jnet = k  ⇒  Jnet = N
Break-even requires Jnet ≥ $893,871,739

Expected value is independent of how many tickets you buy. If Jnet < N, the lottery is always negative EV regardless of purchase size.

The default numbers

  • Advertised jackpot: $1,000,000,000
  • Lump-sum factor: 60% → $600,000,000
  • Federal tax rate: 37% → $378,000,000 net
  • Ticket space N: 893,871,739
  • Net jackpot < N: always negative EV

The net jackpot ($378M) is 42.3% of the ticket space. EV per dollar spent is −$0.577 — you expect to lose 57.7 cents on every dollar invested.

What would make it profitable?

Jadv × lump × (1 − tax) ≥ $893,871,739
At 60% lump-sum and 37% tax: Jadv ≥ $2,366M (~$2.4 billion)

Try dragging the jackpot slider above $2,366M with default lump-sum and tax settings — watch the verdict box turn green and the curve cross above zero.

Interactive Explorer

Expected Value Calculator

Adjust the sliders to see how each parameter affects expected profit.

Advertised jackpot$1,000M
$100M$5,000M
Lump-sum factor60%
40%100%
Federal tax rate37%
0%50%
Tickets purchased446.9M
1M893.9M (all)
Win probability
50.00%
Net jackpot
$378.0M
Ticket cost
$446.9M
Expected profit
−$257.9M
Expected profit ($M) vs. tickets purchased — orange dot = your position
Verdict
Always negative EV. Net jackpot ($378M) < ticket space ($893.9M). No purchase size helps.
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