Betting on a loser

Accumulating through collapse

If you keep buying an asset while its price falls, how far does it have to come back before you're even? Set the crash below and watch the answer change. Silver is the example; the math works for anything.

An interactive white paper, October 2026. Educational thought experiment, not financial advice.
Scenarios:
What you're buying
The decline
The recovery
How you buy

Price and your break-even

PriceYour break-even (cost basis)

What you've put in vs. what it's worth

Invested (dashed)Your holdings' valueSame money as a lump sum on week 1
Hover or tap the charts to read any week.

Abstract

Buying steadily through a price collapse pushes your break-even far below where the price started, but it can't create a profit on its own. The outcome depends entirely on whether, and how far, the asset recovers.

This paper follows an investor who buys every week while the price falls along controlled paths: steady, geometric at 5% and 10% a week, a five-year slide with no bottom, and a crash followed by recovery. Silver at a nominal $100/oz is the worked example. Nothing in the math is specific to silver; it applies to stocks, indices, crypto, commodities, or anything else bought in installments.

  1. Cost basis compression. In a one-year 5%-per-week slide, buying the same dollars each week breaks even at $20.42; buying the same ounces breaks even at $35.79.
  2. Same-dollar buying always wins on cost. It produces the harmonic mean of prices, which can never exceed the arithmetic mean that same-quantity buying produces.
  3. The value ceiling. If the decline never ends, your holdings converge to a fixed value of C ÷ r, no matter how much you've put in.
  4. Recovery leverage. $5,200 bought weekly through a 93% crash becomes $25,461 on a full recovery (4.9×); the same money as a lump sum at the top only breaks even.

Definitions

Two buying rules are compared throughout, and the difference between them drives most of the results.

TermMeaning
Same amount (fixed quantity)Buy the same number of units every week. Spending falls as the price falls.
Same dollars (dollar cost averaging)Spend the same amount every week. Units bought rise as the price falls.
Lump sumInvest the whole amount at the first week's price.
Break-even (cost basis)Total invested ÷ units owned. The price at which you're exactly even.
Recovery neededBreak-even ÷ current price: how many times the price must multiply.

Prices are deterministic, with no costs, taxes or interest on idle cash, unless you add a dealer premium in the simulator. Section 9 covers what the model leaves out.

The mathematics

Same-quantity buying gives you the arithmetic mean of prices. Same-dollar buying gives you the harmonic mean. Every other result follows from that.

Cost basis under each rule

Same quantity:  B = 1n Σ Pk      Same dollars:  B = nΣ 1 / Pk

By the arithmetic–harmonic mean inequality, the second is never larger than the first, on any price path, rising or falling. The gap grows as prices spread out. This is a property of averaging, not a forecast.

Try it: two purchases, one at each price.
Same amount: buy 1 unit at each price. Same dollars: spend an equal sum at each price.
Closed forms for a geometric decline

With Pk = P0(1 − r)k, same-quantity break-even is:

B = P0 [1 − (1 − r)n]n r

For same-dollar buying with C per week, your holdings' value at the final price is a finite geometric series:

Vn = C Σj=0n−1 (1 − r)j = C [1 − (1 − r)n]r

So the recovery needed is total invested ÷ value:

Mn = n r1 − (1 − r)n ≈ n r  for large n

Finite declines

In every finite decline tested, same-dollar buyers need a much smaller rebound than same-quantity buyers, and both need far less than a return to the start.

PathWeeksFinal priceSame-amount break-evenSame-dollar break-evenRecovery needed (dollars)
−5% a week52$7.31$35.79$20.422.8×
−10% a week52$0.46$19.15$2.425.2×

Same-quantity buying front-loads your money. In the 10% slide, about 65% of the year's spending happens in the first 10 weeks, at the highest prices.

Same-dollar buying back-loads your ownership. It owns fewer units until about week 24, then overtakes sharply, ending with roughly 4,100 units against 520 for the same money.

A deeper fall cuts both ways. It lowers the break-even in dollars, but leaves the price further below it, so the recovery needed rises.

The perpetual decline

If the decline never ends, steady buying can't outrun it. Your holdings level off at C ÷ r while what you've put in keeps climbing.

Think of a leaky bucket. Each week your existing holdings lose a fraction r of their value, and your new contribution C tops them up. They stop growing when the leak equals the refill: r × V = C.

Because invested capital grows in a straight line while value plateaus, the recovery you'd need grows by about n × r: roughly 2.6× more for every year at 5% a week. Steady buying doesn't reduce your exposure to an asset that never recovers; it increases it, one installment at a time.

Decline and recovery

If the asset does recover, buying through the crash turns it into leverage. The same $5,200 that only breaks even as a lump sum at the top grows to $25,461 when bought weekly on the way down.

StrategyInvestedUnitsBreak-evenValue at $100Multiple
Lump sum at $100, week 1$5,20052$100.00$5,2001.0×
$100/week during the crash, then hold$5,200255$20.42$25,4614.9×
$100/week through crash and recovery$10,400500$20.78$50,0384.8×

The rebound doesn't have to be complete. Recovering to $50, which still looks like a 50% loss on a price chart, returns +145% to the crash-only buyer. Drag "Climbs back to" in the simulator to find the level where you break even.

Historical precedent

Real markets have fallen as far as the model, and taken anywhere from months to more than four decades to come back. Silver's 1980–1991 fall (−93%) nearly matches the one-year 5% scenario, only spread over eleven years.

EpisodePeak → troughDrawdownBack to the old peak
Silver, 1980$49.45 (Jan 1980) → $3.61 (Feb 1991)−93%About 45 years (Oct 2025)
Silver, 2011$49.51 (Apr 2011) → $13.71 (Dec 2015)−72%About 14.5 years (Oct 2025)
Nikkei 22538,916 (Dec 1989) → about 7,000 (Mar 2009)About −82%34 years 2 months (Feb 2024)
Nasdaq CompositeMar 2000 → 2002About −78%*About 15 years (Apr 2015)
Dow Jones Industrial AverageSep 1929 → 1932About −89%*About 25 years (late 1954)

Sources: MintBuilder silver price history; MetalCharts, silver in the 2010s; Nippon.com on the Nikkei record; Deutsche Börse / pfp Advisory; Navellier on the Dow. *Approximate, from general market knowledge. "Simulate" draws a smooth path through each episode's peak, trough and recovery date; real prices zigzagged, and the indices are scaled to a $100 start.

Your clock is shorter than the index's. "Years to regain the peak" measures someone who bought everything at the top. A steady buyer breaks even when the price reaches their cost basis, far below the peak. Load the Nikkei episode and look at when the value line crosses the invested line.

Inflation lengthens the real clock. Silver's 1980 peak is estimated at about $185 in 2026 dollars, so in purchasing-power terms it has never been regained.

Beyond silver

The math only needs a price series. What differs between assets is how likely the price is to come back, and that's where the strategy succeeds or fails.

Asset typeCan it go to zero?Main risk for steady buyers
Broad stock indexPractically noVery long flat stretches, like the Nikkei after 1989
Single stockYesBankruptcy; averaging down into a failing company
Precious metalPractically noDecades of stagnation in real terms; no yield
Industrial commodityPractically noLasting demand loss; roll costs on paper exposure
CryptocurrencyYes, for most tokensTotal loss or delisting; no cash flows
Real estateRarelyLeverage and local-market collapse

An index renews itself: failing members are replaced. A single company, token or contract doesn't. Rename the asset in the simulator; the math won't change, but your judgment about the recovery should.

"It can't go to zero" isn't enough. An asset doesn't need to reach zero to destroy a steady buyer's capital. It only needs to keep falling for longer than you keep buying.

Frictions and behavior

Real costs hurt most where the strategy is strongest: at very low prices, where a fixed per-unit cost becomes a big share of each purchase.

Physical bullion sells above spot; in 2011, premiums on small silver products reportedly hit $5–$10 an ounce. In the one-year 5% scenario, a $5 premium raises the break-even from $20.42 to $27.55. Set the dealer premium in the simulator to see it on any path.

Other costs

Storage and insurance for metal; fund fees; selling spreads; the interest your cash could have earned elsewhere; and taxes. In the US, physical precious metals are generally taxed as collectibles at a higher maximum long-term rate than stocks (a general note, not tax advice).

The behavioral trap

The math assumes you keep buying. That is the assumption most likely to break. In the crash-and-recovery scenario, your holdings sit near $1,800 for months while you've put in over $5,000. Quitting at the bottom turns a recoverable paper loss into a permanent one. An automatic plan, sized so you can sustain it through the worst stretch, is the main defense.

Limitations

The paths are smooth; real prices are noisy, and volatility around a falling trend usually helps same-dollar buyers, so these results are conservative for that rule. The model shows what happens on each path, not how likely each path is. Figures are nominal. It assumes the cash is always there each week. And lump sums are only tested at the peak; in rising markets, investing all at once generally beats spreading it out more often than not, because the money is invested longer.

Conclusions

Buying through a decline is a cost-basis tool, not a source of return. It changes how much recovery you need; only the asset can supply the recovery.

  1. Break-even lands well below the starting price in every finite decline tested.
  2. Same-dollar buying always produces the lower break-even.
  3. In a never-ending decline, value caps at C ÷ r while the recovery needed keeps growing.
  4. If the asset rebounds, accumulating on the way down can multiply your money 4–5×, and even a partial rebound can double it.
  5. Whether to keep buying is a judgment about the asset and about your ability to stick with the plan. The arithmetic can't answer it.