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.

30Ideas
+457%Best Return
2.12Best Sharpe
Published only if
30+ closed tradesSharpe ≥ 0.5Max drawdown ≤ 35%Holds out-of-sample
DOT1hmediumPremiumDegrading

Peak Fader · RSI · DOT (1h)

+204.03%backtested return
Sharpe2.12
Win Rate46.30%
Max DD18.38%
DOT4hhighPremium

Downshift Rider · MACD · DOT (4h)

+457.03%backtested return
Sharpe1.57
Win Rate47.10%
Max DD29.72%
XRP4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · XRP (4h)

+100.34%backtested return
Sharpe1.55
Win Rate43.20%
Max DD18.38%
ADA4hmediumPremiumDegrading

Downshift Rider · MACD · ADA (4h)

+70.30%backtested return
Sharpe1.55
Win Rate42.90%
Max DD17.54%
HBAR4hmediumPremium

Pattern Runner · CCI SHORT · HBAR (4h)

+271.50%backtested return
Sharpe1.47
Win Rate56.00%
Max DD21.72%
DOGE1hmediumPremium

Trend Flip · EMA Cross · DOGE (1h)

+74.91%backtested return
Sharpe1.43
Win Rate40.60%
Max DD25.49%
DOT4hhighPremium

Structure Slider · Market Structure · DOT (4h)

+255.48%backtested return
Sharpe1.40
Win Rate45.50%
Max DD24.87%
SUI4hhighPremiumDegrading

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

+241.98%backtested return
Sharpe1.31
Win Rate44.40%
Max DD25.54%
ADA4hmedium

Breakdown Runner · Keltner · ADA (4h)

+45.16%backtested return
Sharpe1.30
Win Rate42.90%
Max DD17.54%
AVAX4hmediumPremiumDegrading

Structure Slider · Market Structure · AVAX (4h)

+130.92%backtested return
Sharpe1.19
Win Rate41.70%
Max DD17.10%
DOGE4hmediumPremiumDegrading

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

+96.43%backtested return
Sharpe1.15
Win Rate42.50%
Max DD18.08%
LINK4hmediumDegrading

Peak Fader · RSI · LINK (4h)

+95.94%backtested return
Sharpe1.10
Win Rate54.30%
Max DD18.54%
HBAR4hhighPremiumDegrading

Downshift Rider · MACD · HBAR (4h)

+148.64%backtested return
Sharpe1.08
Win Rate41.90%
Max DD25.04%
XRP1hmedium

Pattern Runner · CCI SHORT · XRP (1h)

+32.98%backtested return
Sharpe1.07
Win Rate43.60%
Max DD16.25%
BNB4hhighPremium

Momentum Rider · MACD · BNB (4h)

+36.42%backtested return
Sharpe1.05
Win Rate44.10%
Max DD30.50%
XRP4hmediumPremium

Trend Flip · EMA Cross · XRP (4h)

+26.86%backtested return
Sharpe1.02
Win Rate42.40%
Max DD20.11%
BTC4hmediumPremiumDegrading

Exhaustion Snap · Stoch RSI · BTC (4h)

+38.88%backtested return
Sharpe0.94
Win Rate39.40%
Max DD22.42%
AVAX4hhigh

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

+57.87%backtested return
Sharpe0.92
Win Rate48.80%
Max DD26.84%
UNI4hmediumPremium

Pattern Runner · CCI SHORT · UNI (4h)

+180.80%backtested return
Sharpe0.89
Win Rate39.60%
Max DD20.29%
SUI1hhighPremiumDegrading

Structure Slider · Market Structure · SUI (1h)

+35.75%backtested return
Sharpe0.86
Win Rate40.40%
Max DD25.25%
ZEC1hhighPremiumDegrading

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

+39.57%backtested return
Sharpe0.82
Win Rate50.70%
Max DD25.37%
BTC4hmediumDegrading

Breakdown Runner · Keltner · BTC (4h)

+19.49%backtested return
Sharpe0.81
Win Rate40.60%
Max DD14.90%
UNI4hhighPremiumDegrading

Balance Fader · STOCHRSI LONG · UNI (4h)

+66.89%backtested return
Sharpe0.74
Win Rate47.50%
Max DD28.63%
DOT1hmediumDegrading

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

+18.31%backtested return
Sharpe0.72
Win Rate39.00%
Max DD14.61%
ETH4hmedium

Structure Slider · Market Structure · ETH (4h)

+31.63%backtested return
Sharpe0.71
Win Rate47.70%
Max DD17.48%
SOL1hlowPremiumDegrading

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

+15.01%backtested return
Sharpe0.63
Win Rate38.50%
Max DD20.11%
DOGE4hmedium

Peak Fader · RSI · DOGE (4h)

+16.66%backtested return
Sharpe0.46
Win Rate42.40%
Max DD21.66%
ETH4hmediumDegrading

Downshift Rider · MACD · ETH (4h)

+8.87%backtested return
Sharpe0.41
Win Rate36.10%
Max DD24.75%
BCH4hmedium

Peak Fader · RSI · BCH (4h)

+15.19%backtested return
Sharpe0.39
Win Rate41.70%
Max DD17.48%
SOL4hmediumPremiumDegrading

Momentum Rider · MACD · SOL (4h)

+2.74%backtested return
Sharpe0.23
Win Rate37.50%
Max DD18.38%

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

  • 26 of the 30 are short strategies and need a futures account.
  • 20 of 30 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.