BTC Trend Rider: A Bitcoin Trend Strategy With Volatility-Scaled Leverage
BTC Trend Rider is a long-only Bitcoin trend strategy, now available as a template in Arrow Algo. It waits in cash for a confirmed uptrend, buys it, adds to the position while the trend keeps proving itself, and sets its leverage from how volatile the market is. This post explains how it works, how we tested it, what the backtests show, and where it falls short.
What Does BTC Trend Rider Do?
The strategy trades the BTC-USDT perpetual on Binance, long only. Most of the time it holds nothing. It acts when the 4-hour chart shows a trend that is both real and strong:
- Price is above an adaptive trend line (VIDYA).
- Trend strength, measured by the ADX, is rising and buyers are in control.
- Volatility is expanding and volume is above its recent average.
- The trend slope is positive and the daily chart agrees.
When all of these line up it opens a position, and it keeps adding while they stay true. A trend that keeps going gets more capital. A trend that stalls gets closed quickly. A position that has not gained 5% within a set number of candles is closed, as is any position whose 4-hour trend turns down.
That shape matters. Most of the strategy’s entries are small probes that do not go anywhere. Nearly all of the profit comes from a few strong trends a year that it rides with several adds.
What Makes It Different?
Leverage that follows the market
Most leveraged strategies pick one number, say 5x, and use it in every market. The trouble is that 5x in a calm trend and 5x in a market swinging 7% a day are very different bets.
BTC Trend Rider sets leverage when it opens a position, based on Bitcoin’s average daily range: 5x in calm markets, stepping down to 2x when the market is wild. The leverage then stays fixed for that position until it closes, which is how a live exchange position works.
This was the single biggest improvement in our testing. Against the same strategy at a fixed 5x, it roughly halved the worst years. The worst calendar-year drawdown fell from 54% to about 20%, and the worst drop over 2021-2026 fell from 44% to 29%.
Two filters against buying the top
A trend strategy will always buy near recent highs; that is what following a trend means. We tested a dozen ways to spot a bad top before it happens. Most did not work: in a strong trend, stretched and overbought entries are usually the best ones, not the worst. Two signals did hold up in both of our test periods, and the strategy uses them:
- It skips opening a trade when momentum is fading into a new high. Price makes a fresh 20-candle high, but its 6-candle rate of change is weaker than it was six candles earlier.
- It skips adding to a trade on a bearish RSI divergence. Price makes a new high, but RSI stays well below its recent peak.
Both affect only a small number of trades. They are refinements, not the engine.
How Did We Test It?
A backtest that looks good can still be curve-fitted, so we did more than run one.
- Rules fixed before the results. Each change was given a pass rule in advance (better return per unit of drawdown, a smaller worst year, and a walk-forward test), and changes that failed were dropped, even when they looked good on one period.
- Walk-forward testing. The settings were re-chosen on past data, then tested on the next 11 months the strategy had not seen, six times between 2021 and 2026. Five of the six unseen periods were profitable.
- An older period. We also tested 2018-2021, which none of the design work used as its main reference.
- Order-level audits. We checked that leverage really stays fixed within each position and that the filters block exactly the trades they should.
Plenty of ideas did not survive. Buying at support levels with limit orders, fixed lower leverage, trend-based leverage, a 200-day trend filter, and blocking adds whenever RSI was high all failed. Each one either cut the strategy’s best trades or simply turned risk down without improving the trade-off.
Backtest Results
Binance BTC-USDT perpetual. Trading fees are included; funding payments are not.
| Period | BTC Trend Rider | Buy and hold BTC |
|---|---|---|
| 2021 | +26% | +60% |
| 2022 | -12% | -64% |
| 2023 | +149% | +156% |
| 2024 | +252% | +121% |
| 2025 | +11% | -6% |
| 2026 (to Sep 20) | +49% | -7% |
| Mar 2021 to Sep 2026 | +1,426% (max drawdown 29%) | +59% (max drawdown 77%) |
| Jun 2018 to Dec 2021 | +247% (max drawdown 48%) | +530% (max drawdown 63%) |
The pattern is consistent: it loses far less than Bitcoin in bad years, does about as well or better in good ones, and makes most of its money in strong trend years such as 2023 and 2024.
What Are the Risks?
Please read these before running it.
- It uses leverage. Positions run at 2x to 5x on futures. Losses are amplified, and a sharp crash can hit an open position hard.
- Drawdowns happen. The worst backtested drop was 29% from 2021 to 2026 and 48% from 2018 to 2021. Expect losing stretches that last months.
- It lags in strong bull runs. Because it sits in cash much of the time, it made less than simply holding Bitcoin in 2021, slightly less in 2023, and far less over 2018-2021.
- Profits are uneven. A few strong years carry most of the return. A long sideways market can mean a long period with little or no gain.
- Funding is not in the numbers. In our tests, Binance funding payments would have cost about 7-10% of profits.
- These are backtests, not live results. Real fills, slippage and order sizing can differ. The strategy does not yet have a live track record.
How to Get BTC Trend Rider (Free)
BTC Trend Rider is free. Open the Arrow Algo templates page, search for BTC Trend Rider, and clone it into your account. You can backtest it yourself over any period before deciding anything, and run it in demo mode first to see how it behaves in real time.
Because it is built from visual blocks, everything is open to inspect: the entry conditions, the leverage rule, the two top filters and the exits. You can change any of them and backtest your own version side by side.
Running it on another exchange
The template is set up for Binance, where it was designed and tested. Your clone can be switched to another supported futures exchange by changing the exchange on its blocks. We also tested it on Bybit, where it behaved much like it does on Binance: +49% over the last six months, against +56% on Binance.
Exchanges differ in price history, minimum order sizes, leverage limits and funding. Before you run a clone on a different exchange, backtest it there first and check that its orders actually fill.
What Should You Remember?
- BTC Trend Rider is long-only, in cash most of the time, and earns most of its return from a few strong trends.
- Leverage is set from volatility when a position opens (2x to 5x) and stays fixed until it closes.
- It skips entries when momentum fades into a new high, and skips adds on bearish RSI divergence.
- Backtests from 2021 to 2026 show +1,426% with a 29% max drawdown, against +59% for holding Bitcoin, but it trailed Bitcoin in strong bull runs such as 2021 and 2018-2021.
- It is free to clone. It was tested on Binance and Bybit, so backtest it first on any other exchange.
- Results are backtested only. Test it in demo mode before trading real money.
Disclaimer: This content is for educational purposes only and does not constitute financial advice. Trading involves significant risk and you should only trade with capital you can afford to lose. Past performance is not indicative of future results. Backtested results are hypothetical and do not reflect actual trading. Always conduct your own research before making any trading decisions.
Ready to try it? Clone BTC Trend Rider for free from the Arrow Algo templates and backtest it yourself.