Strategy Performance
Backtest Results 2021–2026

One execution engine · one risk controller · your signal source
Four reference strategies with transparent backtests · Binance USDⓈ-M Futures · 5% margin · x5 leverage
RSI Crossover — 18 coins · BearBull — 7 coins · BearBull Alt — 15 coins · Liquidity Sweep — 21 coins

5x Leverage 5% Margin 0.75% Risk/Trade
Self-hosted Your keys Past performance ≠ future results
Reference Strategy

RSI Crossover

2021+33.77%
2022+66.92%
2023+12.14%
2024+52.24%
2025+28.12%
2026 (Jan–Jul)+11.58%

Total PnL (6y)+204.77%
Avg Win Rate~62.6%
Worst Max DD−20.01%
Capital Exposure (max)90%
Risk Exposure0.75% – 13.5%
Total Trades (6y)8 614
Market Orders Only Fee: Taker 0.05%
Reference Strategy

BearBull

2021+25.20%
2022+64.29%
2023+32.60%
2024+64.46%
2025+40.09%
2026 (Jan–Jul)+26.08%

Total PnL (6y)+252.72%
Avg Win Rate~64.6%
Worst Max DD−14.73%
Capital Exposure (max)35%
Risk Exposure0.75% – 5.25%
Total Trades (6y)6 513
Market Orders Only Fee: Taker 0.05%
Reference Strategy

BearBull Alt

2021+17.41%
2022+39.00%
2023+57.20%
2024+81.10%
2025+83.50%
2026 (Jan–Jul)+38.19%

Total PnL (6y)+316.40%
Avg Win Rate~63.0%
Worst Max DD−20.41%
Capital Exposure (max)75%
Risk Exposure0.75% – 11.25%
Total Trades (6y)12 536
Market Orders Only Fee: Taker 0.05%
Reference Strategy

Liquidity Sweep

2021+102.29%
2022+68.64%
2023+75.40%
2024+162.45%
2025+121.93%
2026 (Jan–Jul)+74.18%

Total PnL (6y)+604.89%
Avg Win Rate~82.9%
Worst Max DD−15.85%
Capital Exposure (max)84%
Risk Exposure0.75% – 15.75%
Total Trades (6y)31 479
Market Orders Only Fee: Taker 0.05% M15 + H1
Methodology
  • Same 0.75% risk per trade across all reference strategies (position risk from margin × leverage × structural stop; lsweep caps stop distance at 4% from entry, typical risk < 0.8%)
  • Risk exposure scales with concurrent positions — 0.75% per trade, up to coin count (RSI 0.75–13.5%, BearBull 0.75–5.25%, BearBull Alt 0.75–11.25%, Liquidity Sweep 0.75–15.75%)
  • Non-compounded annual returns — balance resets each year; six-year total = sum of yearly PnL
  • Capital exposure differs by strategy — margin per position (RSI 90%, BearBull 35%, BearBull Alt 75% at 5%; Liquidity Sweep 84% at 4% × 21 coins)
  • Sharpe / Sortino — daily returns (strategies: annual balance reset; benchmarks: compounded B&H); risk-free rate = 0; period 2021–Jul 2026

S&P 500 and Bitcoin buy-and-hold use compounded total return when compared in benchmark sections.

Benchmark Comparison

Four reference strategies vs Bitcoin and S&P 500 buy-and-hold · 2021–2026

Strategy Total PnL Avg/Y Win Rate Max DD Sharpe Sortino
Liquidity Sweep +604.89% +100.8% 82.9% −15.9% 3.79 6.86
BearBull Alt +316.40% +52.7% 63.0% −20.4% 1.47 2.83
BearBull +252.72% +42.1% 64.6% −14.7% 1.84 3.54
RSI Crossover +204.77% +34.1% 62.6% −20.0% 1.27 2.23
Bitcoin B&H +116.13% ~19.4% −64.3% 0.43 0.64
S&P 500 B&H +115.72% ~19.3% ~−18% 0.84 1.22

Sharpe and Sortino from daily returns; strategies use non-compounded annual segments, benchmarks use compounded buy-and-hold (BTC-USD, SPY). Color scale: >1.5 strong · >1 good · <1 weak.

Oct 10–11, 2025: during the historic flash crash, all four reference strategies were correctly positioned (BTC SHORT), took profit within the first hour, and did not open new trades at the liquidation peak — resilient behavior with no manual intervention.

Risk Management Model

Common to all reference strategies — 0.75% risk per trade; risk exposure scales with open positions; capital exposure (max) differs by coin count and margin per position

Margin Model
Isolated
Per-coin isolation, no cross-exposure
ROA per Trade
5%
Margin allocated per open position
Leverage
×5
Fixed, applied uniformly on all pairs
Risk per Trade
0.75%
Of total capital at base multiplier = 1.0
Adaptive RiskController
Multi-window PF
Tracks profit factor across fast (30), mid (100) and slow (300) trade windows simultaneously. Weighted composite shifts toward the fast window during win streaks.
Asymmetric EMA
Risk falls fast (α=0.3) when PF deteriorates, recovers slowly (α=0.1) when PF improves. Win streak of 3+ moderately accelerates recovery; 5+ makes recovery symmetric with the fall.
Drawdown Gate
Penalty starts at 10% drawdown and scales linearly to 50% risk reduction at 30% drawdown. Independent of the PF multiplier — applied on top.
Time-in-DD Penalty
If equity stays in drawdown zone for more than 3 days, a second penalty reduces risk to 0.7× over the next 3 days. Resets immediately on new equity high.
Risk multiplier range
0.35× 1.0× base 1.2×

RSI Crossover

Mean-reversion pullback strategy based on RSI signals

AAVEAVAXBNBBTC DOGEDOTETHHBAR INJLINKNEARONDO OPSOLSUITIA UNIXRP

18 coins · Binance USDⓈ-M · 5% margin · x5 · 2021–2026

RSI Crossover 2021 Equity Curve
2021 · Equity
+33.77% DD: −13.73% 1 181 trades
RSI Crossover 2021 Monthly Returns
2021 · Monthly Returns
RSI Crossover 2022 Equity Curve
2022 · Equity
+66.92% DD: −10.72% 1 289 trades
RSI Crossover 2022 Monthly Returns
2022 · Monthly Returns
RSI Crossover 2023 Equity Curve
2023 · Equity
+12.14% DD: −20.01% 1 368 trades
RSI Crossover 2023 Monthly Returns
2023 · Monthly Returns
RSI Crossover 2024 Equity Curve
2024 · Equity
+52.24% DD: −11.93% 1 943 trades
RSI Crossover 2024 Monthly Returns
2024 · Monthly Returns
RSI Crossover 2025 Equity Curve
2025 · Equity
+28.12% DD: −12.26% 1 879 trades
RSI Crossover 2025 Monthly Returns
2025 · Monthly Returns
RSI Crossover 2026 Equity Curve
2026 · Equity (Jan–Jul)
+11.58% DD: −19.25% 954 trades
RSI Crossover 2026 Monthly Returns
2026 · Monthly Returns

BearBull

Trend-following strategy using bear/bull market retests

BTCETHSOL XRPLINKAVAXDOGE

7 coins · Binance USDⓈ-M · 5% margin · x5 · 2021–2026

BearBull 2021 Equity Curve
2021 · Equity
+25.20% DD: −14.73% 1 299 trades
BearBull 2021 Monthly Returns
2021 · Monthly Returns
BearBull 2022 Equity Curve
2022 · Equity
+64.29% DD: −7.03% 1 232 trades
BearBull 2022 Monthly Returns
2022 · Monthly Returns
BearBull 2023 Equity Curve
2023 · Equity
+32.60% DD: −7.73% 1 088 trades
BearBull 2023 Monthly Returns
2023 · Monthly Returns
BearBull 2024 Equity Curve
2024 · Equity
+64.46% DD: −7.82% 1 169 trades
BearBull 2024 Monthly Returns
2024 · Monthly Returns
BearBull 2025 Equity Curve
2025 · Equity
+40.09% DD: −10.40% 1 207 trades
BearBull 2025 Monthly Returns
2025 · Monthly Returns
BearBull 2026 Equity Curve
2026 · Equity (Jan–Jul)
+26.08% DD: −9.48% 518 trades
BearBull 2026 Monthly Returns
2026 · Monthly Returns

BearBull Alt

Expanded BearBull portfolio — same logic, 15 altcoins

AAVEAPTAVAXBTC DOGEETHHBARINJ LINKOPSOLSUI TAOTIAXRP

15 coins · Binance USDⓈ-M · 5% margin · x5 · 2021–2026

BearBull Alt 2021 Equity Curve
2021 · Equity
+17.41% DD: −14.98% 1 390 trades
BearBull Alt 2021 Monthly Returns
2021 · Monthly Returns
BearBull Alt 2022 Equity Curve
2022 · Equity
+39.00% DD: −8.66% 1 487 trades
BearBull Alt 2022 Monthly Returns
2022 · Monthly Returns
BearBull Alt 2023 Equity Curve
2023 · Equity
+57.20% DD: −15.46% 2 227 trades
BearBull Alt 2023 Monthly Returns
2023 · Monthly Returns
BearBull Alt 2024 Equity Curve
2024 · Equity
+81.10% DD: −20.41% 2 962 trades
BearBull Alt 2024 Monthly Returns
2024 · Monthly Returns
BearBull Alt 2025 Equity Curve
2025 · Equity
+83.50% DD: −13.96% 3 125 trades
BearBull Alt 2025 Monthly Returns
2025 · Monthly Returns
BearBull Alt 2026 Equity Curve
2026 · Equity (Jan–Jul)
+38.19% DD: −17.82% 1 345 trades
BearBull Alt 2026 Monthly Returns
2026 · Monthly Returns

Liquidity Sweep

SMC liquidity sweep — H1 structure filter + M15 entry (reclaim / continuation)

AAVEADAAPTARB AVAXBCHBTCDOGE ETCETHHBARINJ LINKNEARONDOOP RENDERSOLSUITAO XRP

21 coins · Binance USDⓈ-M · 4% margin · x5 · 2021–2026

Liquidity Sweep 2021 Equity Curve
2021 · Equity
+102.29% DD: −4.65% 4 823 trades
Liquidity Sweep 2021 Monthly Returns
2021 · Monthly Returns
Liquidity Sweep 2022 Equity Curve
2022 · Equity
+68.64% DD: −15.85% 4 601 trades
Liquidity Sweep 2022 Monthly Returns
2022 · Monthly Returns
Liquidity Sweep 2023 Equity Curve
2023 · Equity
+75.40% DD: −9.38% 5 018 trades
Liquidity Sweep 2023 Monthly Returns
2023 · Monthly Returns
Liquidity Sweep 2024 Equity Curve
2024 · Equity
+162.45% DD: −9.36% 6 665 trades
Liquidity Sweep 2024 Monthly Returns
2024 · Monthly Returns
Liquidity Sweep 2025 Equity Curve
2025 · Equity
+121.93% DD: −5.93% 6 764 trades
Liquidity Sweep 2025 Monthly Returns
2025 · Monthly Returns
Liquidity Sweep 2026 Equity Curve
2026 · Equity (Jan–Jul)
+74.18% DD: −6.88% 3 608 trades
Liquidity Sweep 2026 Monthly Returns
2026 · Monthly Returns
PAST PERFORMANCE DOES NOT GUARANTEE FUTURE RESULTS
Historical results are for informational purposes only. Trading involves substantial risk.

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