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
+514%Best Return
2.13Best Sharpe
Published only if
30+ closed tradesSharpe ≥ 0.5Max drawdown ≤ 35%Holds out-of-sample
DOGE1hmediumPremium

Trend Flip · EMA Cross · DOGE (1h)

+127.04%backtested return
Sharpe2.13
Win Rate44.40%
Max DD34.77%
DOT1hmediumPremiumDegrading

Peak Fader · RSI · DOT (1h)

+195.75%backtested return
Sharpe2.06
Win Rate44.60%
Max DD41.87%
SUI1hhighPremium

Structure Slider · Market Structure · SUI (1h)

+126.99%backtested return
Sharpe1.86
Win Rate45.90%
Max DD18.56%
ADA4hmediumPremiumDegrading

Downshift Rider · MACD · ADA (4h)

+85.40%backtested return
Sharpe1.76
Win Rate42.90%
Max DD19.06%
DOT4hhighPremium

Downshift Rider · MACD · DOT (4h)

+513.69%backtested return
Sharpe1.60
Win Rate46.20%
Max DD36.22%
XRP1hmedium

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%
XRP4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · XRP (4h)

+86.82%backtested return
Sharpe1.50
Win Rate43.20%
Max DD28.72%
UNI4hhighPremium

Balance Fader · STOCHRSI LONG · UNI (4h)

+316.25%backtested return
Sharpe1.45
Win Rate52.60%
Max DD37.42%
AVAX4hmediumPremium

Structure Slider · Market Structure · AVAX (4h)

+190.69%backtested return
Sharpe1.45
Win Rate46.20%
Max DD18.68%
DOT4hhighPremium

Structure Slider · Market Structure · DOT (4h)

+205.67%backtested return
Sharpe1.23
Win Rate40.50%
Max DD37.20%
LINK4hmediumDegrading

Peak Fader · RSI · LINK (4h)

+118.19%backtested return
Sharpe1.20
Win Rate51.20%
Max DD15.66%
SOL1hlowPremiumDegrading

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

+35.55%backtested return
Sharpe1.17
Win Rate41.50%
Max DD21.64%
HBAR4hmediumPremium

Pattern Runner · CCI SHORT · HBAR (4h)

+174.15%backtested return
Sharpe1.14
Win Rate50.90%
Max DD45.71%
UNI4hmediumPremium

Pattern Runner · CCI SHORT · UNI (4h)

+333.84%backtested return
Sharpe1.13
Win Rate47.30%
Max DD18.10%
BTC4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · BTC (4h)

+50.69%backtested return
Sharpe1.13
Win Rate40.60%
Max DD25.84%
DOGE1dhigh

DOGE StochRSI Short · Regime-Sized

+69.89%backtested return
Sharpe1.07
Win Rate63.60%
Max DD18.97%
HBAR4hhighPremium

Downshift Rider · MACD · HBAR (4h)

+164.76%backtested return
Sharpe1.05
Win Rate41.70%
Max DD45.05%
ZEC1hhighPremiumDegrading

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

+64.44%backtested return
Sharpe1.04
Win Rate48.90%
Max DD28.23%
AVAX4hhigh

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

+75.55%backtested return
Sharpe1.03
Win Rate49.00%
Max DD33.30%
DOGE4hmedium

Peak Fader · RSI · DOGE (4h)

+55.90%backtested return
Sharpe0.98
Win Rate51.40%
Max DD25.21%
DOT1dhighDegrading

DOT StochRSI Short · Regime-Sized

+91.53%backtested return
Sharpe0.96
Win Rate61.10%
Max DD31.86%
XRP4hmediumPremiumDegrading

Trend Flip · EMA Cross · XRP (4h)

+23.53%backtested return
Sharpe0.91
Win Rate40.00%
Max DD16.76%
DOGE4hmediumPremiumDegrading

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

+67.94%backtested return
Sharpe0.89
Win Rate37.80%
Max DD22.64%
ADA4hmediumDegrading

Breakdown Runner · Keltner · ADA (4h)

+24.49%backtested return
Sharpe0.87
Win Rate38.60%
Max DD16.67%
BCH4hmedium

Peak Fader · RSI · BCH (4h)

+47.61%backtested return
Sharpe0.81
Win Rate44.40%
Max DD19.61%
DOT1dhigh

DOT RSI(3) Continuation Short · Regime-Sized

+65.33%backtested return
Sharpe0.77
Win Rate51.40%
Max DD23.26%
BCH1dhigh

BCH StochRSI Short · Regime-Sized

+61.99%backtested return
Sharpe0.77
Win Rate47.30%
Max DD26.05%
DOT1hmediumDegrading

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

+17.67%backtested return
Sharpe0.71
Win Rate37.50%
Max DD21.23%
ADA1dhighDegrading

ADA StochRSI Short · Regime-Sized

+44.14%backtested return
Sharpe0.64
Win Rate57.10%
Max DD29.70%
ETH1dhigh

ETH StochRSI Short · Regime-Sized

+32.99%backtested return
Sharpe0.64
Win Rate48.10%
Max DD18.50%
XRP1dhigh

XRP StochRSI Short · Regime-Sized

+35.09%backtested return
Sharpe0.63
Win Rate50.00%
Max DD18.15%
BNB1dhigh

BNB RSI(3) Continuation Long · Regime-Sized

+19.05%backtested return
Sharpe0.63
Win Rate53.50%
Max DD16.62%
BNB4hhighPremium

Momentum Rider · MACD · BNB (4h)

+16.18%backtested return
Sharpe0.61
Win Rate39.40%
Max DD29.57%
BTC4hmediumDegrading

Breakdown Runner · Keltner · BTC (4h)

+12.71%backtested return
Sharpe0.59
Win Rate37.50%
Max DD16.83%
ETH4hmedium

Structure Slider · Market Structure · ETH (4h)

+23.20%backtested return
Sharpe0.56
Win Rate43.50%
Max DD19.22%
ETH4hmediumDegrading

Downshift Rider · MACD · ETH (4h)

-0.43%backtested return
Sharpe0.15
Win Rate33.30%
Max DD32.86%
SOL4hmediumPremiumDegrading

Momentum Rider · MACD · SOL (4h)

-6.74%backtested return
Sharpe-0.15
Win Rate33.30%
Max DD25.57%

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.