Strategy Lab

Crypto Strategy Ideas, Backtested and Re-Tested Daily

AI-discovered crypto trading ideas, backtested on real market data and validated out-of-sample. Each idea is tagged with its best CFO Anny Line regime.

38Ideas
+536%Best Return
2.06Best Sharpe
Published only if
30+ closed tradesSharpe ≥ 0.5Max drawdown ≤ 35%Holds out-of-sample
DOT1hmediumPremiumDegrading

Peak Fader · RSI · DOT (1h)

+195.37%backtested return
Sharpe2.06
Win Rate44.60%
Max DD32.57%
XRP4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · XRP (4h)

+127.97%backtested return
Sharpe1.94
Win Rate48.50%
Max DD18.04%
SUI1hhighPremiumDegrading

Structure Slider · Market Structure · SUI (1h)

+126.99%backtested return
Sharpe1.86
Win Rate45.90%
Max DD18.56%
DOGE1hmediumPremium

Trend Flip · EMA Cross · DOGE (1h)

+100.87%backtested return
Sharpe1.83
Win Rate42.40%
Max DD34.77%
ADA4hmediumPremiumDegrading

Downshift Rider · MACD · ADA (4h)

+79.71%backtested return
Sharpe1.70
Win Rate42.60%
Max DD19.06%
XRP4hmediumPremiumDegrading

Trend Flip · EMA Cross · XRP (4h)

+52.93%backtested return
Sharpe1.65
Win Rate47.10%
Max DD16.76%
DOT4hhighPremium

Downshift Rider · MACD · DOT (4h)

+535.95%backtested return
Sharpe1.62
Win Rate46.30%
Max DD36.22%
XRP1hmediumDegrading

Pattern Runner · CCI SHORT · XRP (1h)

+55.04%backtested return
Sharpe1.52
Win Rate47.50%
Max DD12.87%
SUI4hhighPremiumDegrading

Overshoot Fader · Bollinger %B · SUI (4h)

+340.73%backtested return
Sharpe1.50
Win Rate48.10%
Max DD24.35%
DOGE1dhigh

DOGE StochRSI Short · Regime-Sized

+114.68%backtested return
Sharpe1.50
Win Rate65.50%
Max DD19.29%
AVAX4hmediumPremium

Structure Slider · Market Structure · AVAX (4h)

+178.39%backtested return
Sharpe1.40
Win Rate45.00%
Max DD18.68%
UNI4hhighPremium

Balance Fader · STOCHRSI LONG · UNI (4h)

+266.99%backtested return
Sharpe1.39
Win Rate52.90%
Max DD37.42%
SOL1hlowPremiumDegrading

Band Fader · Bollinger + RSI · SOL (1h)

+44.05%backtested return
Sharpe1.38
Win Rate43.60%
Max DD21.64%
DOT4hhighPremium

Structure Slider · Market Structure · DOT (4h)

+232.01%backtested return
Sharpe1.30
Win Rate42.10%
Max DD37.20%
DOT1dhigh

DOT StochRSI Short · Regime-Sized

+146.56%backtested return
Sharpe1.28
Win Rate64.20%
Max DD19.38%
BCH1dhigh

BCH StochRSI Short · Regime-Sized

+110.77%backtested return
Sharpe1.14
Win Rate49.10%
Max DD15.92%
LINK4hmediumDegrading

Peak Fader · RSI · LINK (4h)

+109.22%backtested return
Sharpe1.14
Win Rate48.90%
Max DD15.66%
HBAR4hmediumPremium

Pattern Runner · CCI SHORT · HBAR (4h)

+174.17%backtested return
Sharpe1.13
Win Rate50.80%
Max DD45.71%
BTC4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · BTC (4h)

+50.69%backtested return
Sharpe1.13
Win Rate40.60%
Max DD22.05%
UNI4hmediumPremiumDegrading

Pattern Runner · CCI SHORT · UNI (4h)

+327.24%backtested return
Sharpe1.12
Win Rate46.40%
Max DD18.10%
DOT1hmediumDegrading

Band Fader · Bollinger + RSI · DOT (1h)

+32.59%backtested return
Sharpe1.11
Win Rate41.00%
Max DD16.54%
ADA4hmediumDegrading

Breakdown Runner · Keltner · ADA (4h)

+32.30%backtested return
Sharpe1.06
Win Rate40.00%
Max DD16.67%
ZEC1hhighPremiumDegrading

Edge Seeker · SWING STRUCTURE LONG · ZEC (1h)

+57.34%backtested return
Sharpe0.99
Win Rate49.40%
Max DD28.23%
HBAR4hhighPremium

Downshift Rider · MACD · HBAR (4h)

+146.13%backtested return
Sharpe0.98
Win Rate39.60%
Max DD45.05%
ADA1dhigh

ADA StochRSI Short · Regime-Sized

+85.67%backtested return
Sharpe0.97
Win Rate57.90%
Max DD18.95%
DOT1dhigh

DOT RSI(3) Continuation Short · Regime-Sized

+95.10%backtested return
Sharpe0.94
Win Rate52.80%
Max DD23.26%
BTC4hmediumDegrading

Breakdown Runner · Keltner · BTC (4h)

+23.50%backtested return
Sharpe0.93
Win Rate40.60%
Max DD14.25%
XRP1dhigh

XRP StochRSI Short · Regime-Sized

+56.18%backtested return
Sharpe0.90
Win Rate51.90%
Max DD18.35%
AVAX4hhigh

Overshoot Fader · Bollinger %B · AVAX (4h)

+59.37%backtested return
Sharpe0.88
Win Rate47.20%
Max DD33.30%
BCH4hmedium

Peak Fader · RSI · BCH (4h)

+50.86%backtested return
Sharpe0.83
Win Rate44.70%
Max DD19.61%
ETH1dhigh

ETH StochRSI Short · Regime-Sized

+48.17%backtested return
Sharpe0.83
Win Rate50.00%
Max DD17.08%
DOGE4hmedium

Peak Fader · RSI · DOGE (4h)

+41.54%backtested return
Sharpe0.78
Win Rate47.50%
Max DD25.21%
DOGE4hmediumPremiumDegrading

Overshoot Fader · Bollinger %B · DOGE (4h)

+49.23%backtested return
Sharpe0.72
Win Rate35.40%
Max DD22.64%
BNB4hhighPremium

Momentum Rider · MACD · BNB (4h)

+20.21%backtested return
Sharpe0.70
Win Rate40.00%
Max DD29.57%
BNB1dhigh

BNB RSI(3) Continuation Long · Regime-Sized

+18.42%backtested return
Sharpe0.61
Win Rate53.70%
Max DD16.62%
ETH4hmediumDegrading

Downshift Rider · MACD · ETH (4h)

+15.95%backtested return
Sharpe0.59
Win Rate36.10%
Max DD26.41%
ETH4hmedium

Structure Slider · Market Structure · ETH (4h)

+19.38%backtested return
Sharpe0.49
Win Rate42.90%
Max DD19.22%
SOL4hmediumPremiumDegrading

Momentum Rider · MACD · SOL (4h)

+5.79%backtested return
Sharpe0.35
Win Rate37.50%
Max DD15.57%

A quant desk's standards, in your hands

Every strategy here starts as a hypothesis about a pattern that repeats — a momentum shift, an exhaustion point, a reversion to the mean. The engine tests it across years of real prices and multiple timeframes, and throws out anything that cannot prove itself.

Every trade pays a 0.1% taker fee plus 0.1–0.3% slippage, on every side. A backtest that trades for free is a backtest that lies to you.

Sharpe ratio≥ 0.5

Return earned per unit of risk taken — not just return.

Maximum drawdown≤ 35%

The deepest loss you would have had to sit through.

Out-of-sample

How it did on the last fifth of history, which the search was never allowed to see.

Trade count≥ 30

At least 30 closed trades, so nothing earns its place on a lucky handful.

Miss one and it is not published.

What you should know before copying one

  • 33 of the 38 are short strategies and need a futures account.
  • 20 of 38 need Anny Pro to deploy as a bot.

Every number on every card is a backtest, re-run daily.

You own the bot. Not a copy of someone else's trades.

In copy trading, another trader's orders are mirrored into your account. Here a strategy becomes your bot — your exchange, your capital, your stop, and no cut of anything you make.

See how Anny bots work

Every figure on this page is backtested on historical candles — not realized returns, and not a prediction. A bot trades your own funds and can lose money. Research, not financial advice.