BNB
BNB
● Active since Mar 2026
BTC
BTC
● Active since Mar 2026
ETH
ETH
2026 Q2
Nov 2017 - Febr 2026  ·  100 USDT starting capital  ·  0.10% fee/trade

Historical price data sourced directly from the Binance API, for the highest data accuracy.

Robustness
Performance
Trade Dynamics
Time & Streaks
BNB/USDT Price · Strategy Equity
▲ Entry  ·  ▼ Exit  ·  Scroll to zoom  ·  Drag to pan  ·  Hover equity dots for trade details
 Entry
 Exit (profit)
 Exit (loss)
BNB/USDT price
Strategy equity

Monthly P&L

Realized P&L by month (exit date) across all 403 trades

Profitable months: 67 of 100 (67%) across the full backtest period

IS / OOS Split Analysis

In-sample vs. out-of-sample performance – 10 splits

The strategy was trained on one part of historical data, then tested on data it had never seen. The split was run 10 times, varying the train/test ratio from 50/50 to 95/5.

A curve-fitted strategy falls apart on unseen data. This one stayed profitable across all 10 out-of-sample periods, through varying market conditions from 2017 to 2026.

✓  All 10 out-of-sample periods profitable, median OOS return +198.2%
Split % IS Return OOS Return IS DD OOS DD IS Trades OOS Trades OOS PF
50%+2317.7%+281.1%−28.1%−20.0%2181851.91
55%+2040.8%+330.4%−28.1%−20.0%2291742.03
60%+2332.1%+278.8%−28.1%−20.0%2491542.06
65%+2691.5%+218.3%−28.1%−17.2%2671362.09
70%+2647.9%+235.3%−28.1%−13.2%2811222.24
75%+3212.4%+178.1%−28.1%−13.2%3001032.21
80%+5162.5%+75.1%−28.1%−13.2%328751.87
85%+5161.2%+75.1%−28.1%−13.2%344592.13
90%+6161.2%+47.1%−28.1%−13.2%360432.07
95%+7087.1%+28.2%−28.1%−11.2%382212.45
Median+2952.0%+198.2%−28.1%−13.2%2901122.08

All 10 OOS splits are positive. The strategy held up on data it was never trained on, across every tested period.

10/10 out-of-sample periods profitable. Ready to get the edge updates?

Join the Discord →

Strategy vs. Buy & Hold

Maximum drawdown comparison · Nov 2017 – Febr 2026

Drawdown: Strategy vs. BNB Buy & Hold
Loading BNB/USDT price data…
BNB Buy & Hold — loading…
Strategy — max −28.1%
Bear market periods
B&H Max Drawdown
Worst peak-to-trough
Strategy Max Drawdown
−28.1%
Never exceeded
Capital Protected vs B&H
Percentage points safer

Risk Analysis

Controlled Risk in a Chaotic Market

The chart compares our strategy drawdown against simply holding BNB. The shaded zones mark the three biggest crashes of the last decade: the 2018 bear market, the COVID shock of 2020, and the 2022 Crypto Winter set off by LUNA's collapse.

Holding BNB through these periods meant watching a portfolio drop significantly from its peak. The red area shows how deep that hole was and how long it lasted. For every $10,000 invested near a market top, more than $8,000 could have temporarily disappeared.

The strategy stepped aside during each of these crises. The green line shows the drawdown never exceeded 28.1%, even at its worst. That ceiling held through every crash in the backtest.

Many investors exit near the bottom after a 50-70% decline, realizing losses permanently. A controlled drawdown means staying invested through the full cycle, which is when compounding does its real work.

The bottom line: The red area and the green line tell two different stories about the same market. One is chaos, the other is control. Our goal is the upside of crypto with the risk profile of something far more stable.

Trade Duration

Distribution of hold time per trade – wins vs. losses

Full Trade Log

All 403 trades, newest first

# Entry Exit Entry Price Exit Price PnL % Capital DD % Bars

The Strategy Behind the Edge Updates

Built specifically for BNB/USDT after 5 years of development and extensive parameter exploration across a full grid search - tested across bull runs, crashes, and prolonged sideways periods, including out-of-sample market regimes.

  • Market: BNB/USDT spot on Binance, 1H timeframe
  • Entries: Multi-layer edge system combining base strategy logic with efficiency filters
  • Exits: Real-time risk-control layer with intra-bar monitoring
  • Backtesting: 8 years of Binance API data, all fees included
  • Validation: Tested across multiple out-of-sample periods - results are CSV-exportable for independent review

Curious about the development process? See the full story →

Claim Your Access

Risk Disclaimer

Past performance does not guarantee future results. The backtest results shown on this page are historical simulations based on past market data. Real trading involves slippage, liquidity gaps, exchange downtime, and other factors not fully captured in backtesting.

Cryptocurrency trading carries significant risk. Prices are highly volatile. The maximum drawdown of this strategy reached −28.1%, meaning your capital could lose nearly 30% of its value before recovering. The Sharpe ratio of 0.38 indicates moderate risk-adjusted returns.

This is not financial advice. The edge updates and data provided are for informational and educational purposes only. Never invest more than you can afford to lose. You are solely responsible for your own trading decisions.

Aug 2017 - Febr 2026  ·  100 USDT starting capital  ·  0.10% fee/trade

Historical price data sourced directly from the Binance API, for the highest data accuracy.

Robustness
Performance
Trade Dynamics
Time & Streaks
BTC/USDT Price · Strategy Equity
▲ Entry  ·  ▼ Exit  ·  Scroll to zoom  ·  Drag to pan  ·  Hover equity dots for trade details
 Entry
 Exit (profit)
 Exit (loss)
BTC/USDT price
Strategy equity

Monthly P&L

Realized P&L by month (exit date) across all 399 trades

Profitable months: 71 of 99 (72%) across the full backtest period

IS / OOS Split Analysis

In-sample vs. out-of-sample performance – 10 splits

The strategy was trained on one part of historical data, then tested on data it had never seen. The split was run 10 times, varying the train/test ratio from 50/50 to 95/5.

A curve-fitted strategy falls apart on unseen data. This one stayed profitable across all 10 out-of-sample periods, through varying market conditions from 2017 to 2026.

✓  All 10 out-of-sample periods profitable, median OOS return +51.54%
Split % IS Return OOS Return IS DD OOS DD IS Trades OOS Trades OOS PF
50%+367.50%+124.92%−18.30%−18.01%2111881.71
55%+400.86%+109.94%−18.41%−18.01%2211781.69
60%+468.97%+81.39%−18.41%−18.01%2341651.59
65%+540.03%+64.29%−18.41%−18.01%2551441.58
70%+611.60%+47.77%−18.41%−18.01%2791201.56
75%+577.05%+55.31%−18.41%−18.01%302971.91
80%+657.88%+38.74%−18.41%−8.79%329702.12
85%+717.67%+27.16%−18.41%−8.79%355442.61
90%+754.39%+23.07%−18.41%−8.79%366333.11
95%+805.75%+16.09%−18.41%−8.79%3811811.39
Median+594.33%+51.54%−18.41%−18.01%2901081.81

All 10 OOS splits are positive. The strategy held up on data it was never trained on, across every tested period.

10/10 out-of-sample periods profitable. Ready to get the edge updates?

Join the Discord →

Strategy vs. Buy & Hold

Maximum drawdown comparison · Aug 2017 – Febr 2026

Drawdown: Strategy vs. BTC Buy & Hold
Loading BTC/USDT price data…
BTC Buy & Hold — loading…
Strategy — max −18.41%
Bear market periods
B&H Max Drawdown
Worst peak-to-trough
Strategy Max Drawdown
−18.41%
Never exceeded
Capital Protected vs B&H
Percentage points safer

Risk Analysis

Controlled Risk in a Chaotic Market

The chart compares our strategy drawdown against simply holding BTC. The shaded zones mark the three biggest crashes of the last decade: the 2018 bear market, the COVID shock of 2020, and the 2022 Crypto Winter set off by LUNA's collapse.

Holding BTC through these periods meant watching a portfolio drop significantly from its peak. The red area shows how deep that hole was and how long it lasted. For every $10,000 invested near a market top, the majority could have temporarily disappeared.

The strategy stepped aside during each of these crises. The green line shows the drawdown never exceeded 18.41%, even at its worst. That ceiling held through every crash in the backtest.

Many investors exit near the bottom after a 50-70% decline, realizing losses permanently. A controlled drawdown means staying invested through the full cycle, which is when compounding does its real work.

The bottom line: The red area and the green line tell two different stories about the same market. One is chaos, the other is control. Our goal is the upside of crypto with the risk profile of something far more stable.

Trade Duration

Distribution of hold time per trade – wins vs. losses

Full Trade Log

All 399 trades, newest first

# Entry Exit Entry Price Exit Price PnL % Capital DD % Bars

The Strategy Behind the Edge Updates

Built specifically for BTC/USDT after extensive parameter exploration across a full grid search — tested across bull runs, crashes, and prolonged sideways periods, including out-of-sample market regimes spanning nearly 8.5 years of Binance data.

  • Market: BTC/USDT spot on Binance, 1H timeframe
  • Entries: Multi-layer edge system combining base strategy logic with efficiency filters
  • Exits: Real-time risk-control layer with intra-bar monitoring
  • Backtesting: 8.5 years of Binance API data, all fees included
  • Validation: Tested across multiple out-of-sample periods — results are CSV-exportable for independent review

Curious about the development process? See the full story →

Claim Your Access

Risk Disclaimer

Past performance does not guarantee future results. The backtest results shown on this page are historical simulations based on past market data. Real trading involves slippage, liquidity gaps, exchange downtime, and other factors not fully captured in backtesting.

Cryptocurrency trading carries significant risk. Prices are highly volatile. The maximum drawdown of this strategy reached −18.41%, meaning your capital could lose nearly 19% of its value before recovering. The Sharpe ratio of 0.27 indicates moderate risk-adjusted returns.

This is not financial advice. The edge updates and data provided are for informational and educational purposes only. Never invest more than you can afford to lose. You are solely responsible for your own trading decisions.

Expected: 2026 Q2  ·  1h Candles

Coming Soon
Win Rate-
Total Return-
Max Drawdown-
Profit Factor-
Max Win Streak-
Max Loss Streak-