ORIGINAL RESEARCH · 257 SESSIONS
How long do gold losing streaks actually last?
Gold closed lower on 45.9% of sessions over a year. The longest run of consecutive down days was 9 — but a three-day run cost almost exactly as much, which is the more useful finding.
What this measures
Close-to-close direction of gold itself, by broker server day, across 257 sessions from 2025-07-31 to 2026-08-04. It is built from 70,952 five-minute bars — the same archive behind our spread and volatility study.
There are no entries, signals or position sizes in it. This is what the instrument does, which is the base rate any strategy is layered on top of. It is deliberately not a measurement of our bot — that would be a performance claim from a 42-trade sample, and the two are different things.
Gold falls on roughly half of all days
118 of 257 sessions closed lower — 45.9%. The median down day moved $30.85, and the worst decile moved $122.41. That near-coin-flip is the expected shape and it is worth stating, because it is the baseline the streak numbers below have to be read against: runs happen in any sequence of near-even outcomes, and their existence is not evidence of a trend.
The distribution of losing runs
There were 61 losing streaks in the period. The "at least" column is the one to read if you are setting a limit — it is how many times a run of that length or worse actually occurred.
| Consecutive down days | Occurred exactly | Occurred at least this long |
|---|---|---|
| 1 day | 31 | 61 |
| 2 days | 16 | 30 |
| 3 days | 7 | 14 |
| 4 days | 5 | 7 |
| 5 days | 1 | 2 |
| 6 days | 0 | 1 |
| 7 days | 0 | 1 |
| 8 days | 0 | 1 |
| 9 days | 1 | 1 |
The longest run was 9 consecutive down days. A run of three or more happened 14 times in a year; four or more, 7 times; five or more, 2. Anyone who assumed a bad week is two or three days has the shape roughly right and the tail badly wrong.
The finding that actually matters
Streak length does not predict how much it costs. Ranked by cumulative move rather than by duration:
| Streak length | Total move against you |
|---|---|
| 9 days | $755.7 |
| 3 days | $738.84 |
| 4 days | $414.39 |
| 1 day | $308.54 |
| 2 days | $272.71 |
The 9-day run cost $755.7. The 3-day run cost $738.84 — 98% of the damage in a third of the time. And a single day accounted for $308.54 on its own.
That is also why we publish all three of our measured drawdowns rather than the kindest one, and say plainly on the prop firm page that two of them would breach a 10% limit.
What this does not support
It is one year and one instrument. Fifty-odd streaks is a small sample for a tail, and the single 9-day run is exactly one observation — it tells you such a run is possible, not how often to expect one. A second year could easily contain a longer one or none at all.
Gold also ran from roughly $3,288 to $4,044 across the period, so the dollar figures do not transfer to a very different price level. And close-to-close direction says nothing about what happened inside the day — a session can close lower having spent most of it higher, which matters a great deal to a stop and not at all to this measurement.
The script is published with the dataset so the arithmetic can be checked rather than believed. If you find an error, open an issue and the correction will appear here with the same prominence as everything else.
Educational information only, not financial advice. Trading leveraged products carries substantial risk of loss. Last updated 2026-08-17.