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
+455%Best Return
2.35Best Sharpe
Published only if
30+ closed tradesSharpe ≥ 0.5Max drawdown ≤ 35%Holds out-of-sample
DOT1hmediumPremiumDegrading

Peak Fader · RSI · DOT (1h)

+265.03%backtested return
Sharpe2.35
Win Rate46.60%
Max DD41.87%
DOGE1hmediumPremium

Trend Flip · EMA Cross · DOGE (1h)

+141.37%backtested return
Sharpe2.25
Win Rate45.10%
Max DD34.77%
ADA4hmediumPremiumDegrading

Downshift Rider · MACD · ADA (4h)

+97.21%backtested return
Sharpe1.90
Win Rate43.70%
Max DD19.06%
SUI1hhighPremium

Structure Slider · Market Structure · SUI (1h)

+126.99%backtested return
Sharpe1.86
Win Rate45.90%
Max DD18.56%
DOGE1dhigh

DOGE StochRSI Short · Regime-Sized

+139.82%backtested return
Sharpe1.61
Win Rate70.80%
Max DD16.54%
DOT4hhighPremium

Downshift Rider · MACD · DOT (4h)

+454.96%backtested return
Sharpe1.54
Win Rate45.70%
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%
AVAX4hmediumPremium

Structure Slider · Market Structure · AVAX (4h)

+190.69%backtested return
Sharpe1.45
Win Rate46.20%
Max DD18.68%
SOL1hlowPremiumDegrading

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

+44.07%backtested return
Sharpe1.35
Win Rate42.90%
Max DD21.64%
UNI4hhighPremium

Balance Fader · STOCHRSI LONG · UNI (4h)

+220.40%backtested return
Sharpe1.23
Win Rate50.00%
Max DD37.42%
HBAR4hmediumPremium

Pattern Runner · CCI SHORT · HBAR (4h)

+191.87%backtested return
Sharpe1.22
Win Rate50.90%
Max DD36.11%
DOT4hhighPremium

Structure Slider · Market Structure · DOT (4h)

+191.50%backtested return
Sharpe1.20
Win Rate40.00%
Max DD37.20%
LINK4hmediumDegrading

Peak Fader · RSI · LINK (4h)

+118.19%backtested return
Sharpe1.20
Win Rate51.20%
Max DD15.66%
DOT1dhigh

DOT StochRSI Short · Regime-Sized

+117.24%backtested return
Sharpe1.15
Win Rate65.30%
Max DD31.86%
UNI4hmediumPremium

Pattern Runner · CCI SHORT · UNI (4h)

+333.84%backtested return
Sharpe1.13
Win Rate47.30%
Max DD18.10%
BCH1dhighDegrading

BCH StochRSI Short · Regime-Sized

+116.08%backtested return
Sharpe1.10
Win Rate48.00%
Max DD26.05%
XRP1dhigh

XRP StochRSI Short · Regime-Sized

+75.65%backtested return
Sharpe1.06
Win Rate57.10%
Max DD14.85%
ADA1dhigh

ADA StochRSI Short · Regime-Sized

+98.37%backtested return
Sharpe1.05
Win Rate59.60%
Max DD29.70%
ADA4hmediumDegrading

Breakdown Runner · Keltner · ADA (4h)

+32.41%backtested return
Sharpe1.04
Win Rate39.60%
Max DD16.67%
AVAX4hhigh

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

+75.55%backtested return
Sharpe1.03
Win Rate49.00%
Max DD33.30%
XRP4hmediumPremiumDegrading

Trend Flip · EMA Cross · XRP (4h)

+27.36%backtested return
Sharpe1.03
Win Rate41.20%
Max DD16.76%
HBAR4hhighPremiumDegrading

Downshift Rider · MACD · HBAR (4h)

+147.24%backtested return
Sharpe1.01
Win Rate40.00%
Max DD35.40%
ZEC1hhighPremium

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

+58.21%backtested return
Sharpe0.99
Win Rate48.40%
Max DD28.23%
DOGE4hmedium

Peak Fader · RSI · DOGE (4h)

+55.90%backtested return
Sharpe0.98
Win Rate51.40%
Max DD25.21%
ETH1dhigh

ETH StochRSI Short · Regime-Sized

+55.13%backtested return
Sharpe0.95
Win Rate50.00%
Max DD18.50%
BCH4hmedium

Peak Fader · RSI · BCH (4h)

+56.41%backtested return
Sharpe0.91
Win Rate47.10%
Max DD19.61%
BTC4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · BTC (4h)

+35.76%backtested return
Sharpe0.91
Win Rate38.70%
Max DD25.84%
DOGE4hmediumPremiumDegrading

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

+67.94%backtested return
Sharpe0.89
Win Rate37.80%
Max DD22.64%
DOT1hmediumDegrading

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

+21.29%backtested return
Sharpe0.82
Win Rate38.50%
Max DD21.23%
DOT1dhigh

DOT RSI(3) Continuation Short · Regime-Sized

+61.61%backtested return
Sharpe0.78
Win Rate48.50%
Max DD23.26%
BNB1dhigh

BNB RSI(3) Continuation Long · Regime-Sized

+19.21%backtested return
Sharpe0.66
Win Rate53.80%
Max DD16.60%
ETH4hmedium

Structure Slider · Market Structure · ETH (4h)

+26.31%backtested return
Sharpe0.62
Win Rate44.40%
Max DD19.22%
BTC4hmediumDegrading

Breakdown Runner · Keltner · BTC (4h)

+9.34%backtested return
Sharpe0.48
Win Rate36.70%
Max DD16.83%
BNB4hhighPremium

Momentum Rider · MACD · BNB (4h)

+3.27%backtested return
Sharpe0.26
Win Rate36.40%
Max DD29.57%
ETH4hmediumDegrading

Downshift Rider · MACD · ETH (4h)

-3.41%backtested return
Sharpe0.06
Win Rate32.80%
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.