What is a golden cross?
A moving average smooths price over a number of candles. The 50 SMA follows the last 50 candles, the 200 SMA the last 200. When the faster one crosses above the slower one, recent prices have risen above the longer-term average: that’s the golden cross. The death cross is the 50 falling below the 200. Because both averages lag, the cross always comes well after a move has started.
The rules we tested
- Long: at the close of the candle where SMA 50 crosses above SMA 200.
- Short: at the close of the candle where SMA 50 crosses below SMA 200.
- Exit: the opposite cross closes the trade and opens one the other way.
- Stop: 3 × ATR(14) from the entry. The classic version has no stop; we added one because every trade needs a defined risk. Trades can last weeks, so it’s wider than for the other strategies.
Results: six years, six coins, four timeframes
| Chart | Trades | Win rate | Average win | Average loss | Average R a trade | Max drawdown | Longest losing run | Years positive |
|---|---|---|---|---|---|---|---|---|
| 15 min | 8,711 | 23.3% | +3.63R | −1.03R | +0.06R | 452R | 45 | 5 of 7 |
| 1 hour | 2,128 | 25.9% | +4.21R | −0.96R | +0.38R | 82R | 25 | 7 of 7 |
| 4 hours | 498 | 29.3% | +6.22R | −0.92R | +1.17R | 28R | 16 | 6 of 7 |
| 1 day | 72 | 27.8% | +4.38R | −1.00R | +0.50R | 23R | 11 | 3 of 6 |
Per year on 4-hour charts: 2020 +237R · 2021 +89R · 2022 −16R · 2023 +105R · 2024 +106R · 2025 +36R · 2026* +27R. Per coin: BTC +0.98R · ETH +1.16R · SOL +2.04R · XRP +0.05R · BNB +0.54R · DOGE +2.62R.
| Chart | 2020–2023 | 2024 – Sep 2026 | Longs | Shorts | Coins positive |
|---|---|---|---|---|---|
| 1 hour | +0.47R | +0.27R | +0.73R | +0.03R | 6 of 6 |
| 4 hours | +1.45R | +0.80R | +2.37R | −0.01R | 6 of 6 |
| 1 day | +0.79R | +0.11R | +1.60R | −0.49R | 4 of 6 |
What the numbers say
- 4-hour and 1-hour charts did best. A cross on these charts comes often enough to catch the big crypto trends but not so often that costs eat it.
- The daily golden cross, the one in the news, was weak. Only 72 trades in six years on six coins, positive in 3 of 6 years, and +0.11R a trade since 2024. On a daily chart the cross is so late that much of the move is gone.
- It’s a long-side strategy here: +2.37R a trade on longs against −0.01R on shorts on 4-hour charts. Death crosses mostly didn’t pay.
- 2020 was a big part of the total. +237R of the +585R on 4-hour charts came in 2020. The years since were smaller, and 2022 lost.
- Few wins, large wins: 29.3% of trades won, the average win was +6.22R.
Crypto rose a lot between 2020 and 2026, so trend-following strategies earned most of their R on longs. A market that falls or goes sideways for years would give a different result. Past results don’t predict future ones.
The rule vs your own judgement
A backtest measures the rule, not the trader. Most people who use the golden cross don’t follow it like a machine: they book part of the profit near a big level, skip a choppy day, or wait for a cleaner candle. That can make the result better or worse than the numbers above. On average it makes it worse: SEBI’s study of Indian F&O traders found that 93% of individual traders lost money over the three years to March 2024.
The way to find out which one you are is to measure it. Log every trade you take with this strategy under one strategy tag in your journal, note when you overrode the rule and why, and after 50 or more trades compare your average R with the rule’s. If your judgement adds R, keep it. If it costs R, follow the rule more closely. Our guide on how to journal trades shows what to record.
How to test it yourself
- Write the rules down exactly as above, or with your own changes.
- Open a chart with two simple moving averages (50 and 200). In Profit Prism’s PPM Chart (included with every plan) it’s in the Indicators list, and Bar Replay lets you step through history one candle at a time without seeing what comes next.
- Take every signal the rules give, including the ones you don’t like, and record entry, stop, exit and R. Our free trading journal template does the maths.
- After 50–100 trades, compare your average R per trade with the table above, then read how to backtest a trading strategy for the mistakes to avoid.
How we tested it
- Markets: BTC, ETH, SOL, XRP, BNB and DOGE USDT perpetual futures (public exchange candles), each from its first candle; trades counted from 1 January 2020 to 30 September 2026.
- Rules: the textbook settings above, chosen before we saw any result and never tuned. One trade at a time per coin; a trade still open on 30 September 2026 isn’t counted.
- Fills: entries at the close of the signal candle. A stop is a stop order: it fills at the stop, or at the open if a candle gaps through it. If one candle touches both the stop and a target, we count the stop.
- Costs on every trade: 0.05% exchange fee and 0.02% slippage on each side, plus the real funding payments while the trade was open.
- Results in R: 1R is the distance from entry to the first stop, so a +2R trade made twice what it risked. This lets BTC at 60,000 and DOGE at 0.20 sit in one table.
- Two periods: 2020–2023 and January 2024 – September 2026, to see whether the result lasted.
The test code is ours and the data is public, so the numbers can be checked. This is crypto data only: we don’t have licensed NSE data, so treat Nifty and stock results as untested.
Frequently asked questions
What is a golden cross in trading?
A golden cross is when a shorter moving average, usually the 50-period, crosses above a longer one, usually the 200-period. A death cross is the 50 crossing below the 200. Traders read them as the start of an uptrend or a downtrend.
Does the golden cross strategy work?
In our six-year crypto test it worked best on 4-hour charts (+1.17R a trade after costs) and 1-hour charts (+0.38R). On daily charts it was weak and inconsistent, and the profit came mostly from longs.
Is the golden cross a buy signal?
It shows that recent prices are above the longer-term average, which often happens early in an uptrend. It isn’t a guarantee: it comes late, and in sideways markets the averages cross back and forth and give losing signals.
What timeframe is best for the golden cross?
In our test, 4-hour charts gave the best result, then 1-hour. The daily chart traded rarely and did worst of the three. We tested crypto only; other markets may differ.
What is the win rate of the golden cross strategy?
About 29.3% on 4-hour charts in our test. It made money because a few trades caught long trends worth several R.
See your own numbers
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