Skip to content
All posts
Evaluations7 min readPropology Risk Desk

Why most challenge accounts fail on day-one drawdown

Day one is the only session with no cushion, and the daily loss limit — not the profit target — is the binding constraint. The sizing arithmetic behind the failures.

Evaluation accounts do not usually fail slowly. They fail on the first or second session, at a size the trader would never use on their own money, chasing a target that was never the binding constraint.

The mechanism is arithmetic, not psychology — though psychology is what puts the arithmetic in play.

Day one has no cushion

Two limits govern an evaluation: 5% daily and 10% total. On every day after the first, those two numbers are different distances away. Finish day one up 3% and the total floor is now 13% below you while the daily floor resets to 5% below the new equity. Profit buys room.

On day one there is no profit yet. Day-start equity equals the starting balance, which is also the total-drawdown anchor. The daily limit binds first — and it binds at half the distance a new trader is mentally budgeting for, because they have read "10% max loss" and quietly planned around it.

What 5% costs in leverage terms

Take a $100,000 account. The daily floor is $95,000: a $5,000 budget for the entire UTC day, unrealised included. Now express that budget as the adverse price move that consumes it, at various levels of account-wide notional:

Adverse move that exhausts a 5% daily limit on a $100,000 account
Effective leveragePosition notionalMove that breaches
2x$200,0002.50%
5x$500,0001.00%
10x$1,000,0000.50%
20x$2,000,0000.25%
50x$5,000,0000.10%
125x$12,500,0000.04%

A 0.5% move in BTC is an ordinary quarter of an hour. It is not a tail event, it is not a liquidation cascade, it is Tuesday. Yet at 10x on the full account balance, that ordinary quarter of an hour ends the evaluation.

Three habits that turn a bad trade into a breach

Sizing for the target. An 8% target on a $100,000 account is $8,000. A trader who wants it in one session needs a position large enough to make $8,000 on a plausible move — which is exactly the position that loses $5,000 on an equally plausible move in the other direction. Sizing backwards from the reward puts the risk budget in someone else's hands.

Forgetting that unrealised counts. Both limits are measured on equity, tick by tick. A position that dips 5.2% below day-start and recovers in the same minute has already breached. There is no "but it came back" — the engine evaluated the account while it was down, because that is the only honest way to measure risk taken.

Trading to get it back. The loss that breaches is rarely the one that hurt. It is the revenge position after it, entered larger to recover faster, when the remaining budget for the day is already thin. Once you are down 3% of a 5% budget, your maximum sensible size for the rest of the session is a fraction of what you opened with.

A sizing rule that survives day one

  1. Set a per-trade risk of 0.5% of the starting balance — $500 on a $100,000 account. That gives you ten losing trades before the daily limit, and you will not take ten.
  2. Compute size from the stop distance, not from the leverage slider: size = risk budget / stop distance. A $500 risk with a 1.2% stop is $41,600 of notional, which is 0.42x on the account, not 10x.
  3. Set a personal daily stop at 2% — 40% of the hard limit. Hit it and you are done for the UTC day. The account survives to trade tomorrow with a fresh snapshot.
  4. Before holding through a funding window, add the funding cost to your loss budget. On a large carry position it is not a rounding error.
  5. Recompute after every profitable day. As equity rises, the daily floor rises with it — your budget is 5% of the new day-start figure, not of the original balance.

The uncomfortable maths of recovery

Losses are asymmetric. Down 5% needs 5.26% to get back. Down 8% needs 8.70%. Down 10% and there is nothing to get back to — the account is closed. Meanwhile the phase-1 target is 8%, so a trader who spends day one down 5% now needs 13.7% from the new equity to pass, out of a total budget that has already halved.

There is no time limit on a Propology evaluation, and that is the point. The trader who takes three weeks and never sees a 2% down day passes far more often than the one who tries to clear 8% by Friday. The target rewards patience; only the limits reward speed, and they reward it by removing you.

Put the theory to work

Start a two-phase evaluation on the same engine these posts describe.

Evaluation accounts are simulated. Trading involves substantial risk of loss.