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.
42Ideas
+251%Best Return
1.83Best Sharpe
Published only if
30+ closed tradesSharpe ≥ 0.5Max drawdown ≤ 35%Holds out-of-sample
DOT1hmediumPremiumDegrading
Peak Fader · RSI · DOT (1h)
+140.60%backtested return
Sharpe1.83
Win Rate47.20%
Max DD44.04%
SUI1hhighPremium
Structure Slider · Market Structure · SUI (1h)
+103.37%backtested return
Sharpe1.78
Win Rate47.40%
Max DD19.80%
BASKET4hhighPremium
Alt fade-pump short · BTC CFO-4h basket
+115.04%backtested return
Sharpe1.47
Win Rate76.30%
Max DD19.02%
DOT4hhighPremium
Downshift Rider · MACD · DOT (4h)
+250.58%backtested return
Sharpe1.43
Win Rate48.50%
Max DD38.29%
DOGE1hmediumPremium
Trend Flip · EMA Cross · DOGE (1h)
+60.54%backtested return
Sharpe1.36
Win Rate42.20%
Max DD36.75%
XRP1hmedium
Pattern Runner · CCI SHORT · XRP (1h)
+38.06%backtested return
Sharpe1.23
Win Rate48.80%
Max DD16.35%
DOGE1dhigh
DOGE StochRSI Short · Regime-Sized
+80.68%backtested return
Sharpe1.22
Win Rate72.30%
Max DD18.98%
ADA4hmediumPremiumDegrading
Downshift Rider · MACD · ADA (4h)
+46.01%backtested return
Sharpe1.18
Win Rate41.70%
Max DD20.98%
AVAX4hmediumPremiumDegrading
Structure Slider · Market Structure · AVAX (4h)
+113.32%backtested return
Sharpe1.17
Win Rate46.20%
Max DD20.71%
SUI4hhighPremiumDegrading
Overshoot Fader · Bollinger %B · SUI (4h)
+145.94%backtested return
Sharpe1.15
Win Rate47.20%
Max DD30.72%
UNI4hhighPremium
Balance Fader · STOCHRSI LONG · UNI (4h)
+175.26%backtested return
Sharpe1.13
Win Rate50.00%
Max DD41.98%
XRP1dhigh
XRP StochRSI Short · Regime-Sized
+72.35%backtested return
Sharpe1.09
Win Rate61.70%
Max DD17.10%
SOL1hlowPremium
Band Fader · Bollinger + RSI · SOL (1h)
+30.37%backtested return
Sharpe1.05
Win Rate42.90%
Max DD22.96%
DOT1hmediumDegrading
Band Fader · Bollinger + RSI · DOT (1h)
+27.94%backtested return
Sharpe1.03
Win Rate43.20%
Max DD22.96%
HBAR4hmediumPremiumDegrading
Pattern Runner · CCI SHORT · HBAR (4h)
+100.78%backtested return
Sharpe1.01
Win Rate50.90%
Max DD15.94%
DOT1dhighDegrading
DOT StochRSI Short · Regime-Sized
+80.50%backtested return
Sharpe0.98
Win Rate68.80%
Max DD36.03%
BASKET4hhigh
Alt fade-pump short · BTC DUAL-1d basket
+69.66%backtested return
Sharpe0.95
Win Rate65.90%
Max DD29.95%
UNI4hmediumPremiumDegrading
Pattern Runner · CCI SHORT · UNI (4h)
+109.92%backtested return
Sharpe0.92
Win Rate45.50%
Max DD19.70%
LINK4hmediumDegrading
Peak Fader · RSI · LINK (4h)
+63.30%backtested return
Sharpe0.90
Win Rate51.20%
Max DD17.13%
XRP4hmediumPremiumDegrading
Exhaustion Snap · Stoch RSI · XRP (4h)
+36.09%backtested return
Sharpe0.90
Win Rate41.70%
Max DD32.35%
DOT4hhighPremium
Structure Slider · Market Structure · DOT (4h)
+85.01%backtested return
Sharpe0.86
Win Rate41.20%
Max DD40.89%
AVAX4hhigh
AVAX Bollinger %B Long · Regime-Confirmed
+49.17%backtested return
Sharpe0.84
Win Rate48.50%
Max DD18.01%
DOGE4hmedium
Peak Fader · RSI · DOGE (4h)
+42.87%backtested return
Sharpe0.84
Win Rate50.00%
Max DD27.05%
ETH4hhigh
ETH Williams %R Long · Regime-Confirmed · 50%
+34.70%backtested return
Sharpe0.84
Win Rate43.20%
Max DD22.68%
BCH1dhighDegrading
BCH StochRSI Short · Regime-Sized
+62.88%backtested return
Sharpe0.83
Win Rate51.00%
Max DD33.44%
ADA1dhighDegrading
ADA StochRSI Short · Regime-Sized
+61.10%backtested return
Sharpe0.83
Win Rate64.00%
Max DD35.40%
HBAR4hhighPremiumDegrading
Downshift Rider · MACD · HBAR (4h)
+74.34%backtested return
Sharpe0.79
Win Rate42.90%
Max DD37.43%
AVAX4hhigh
Overshoot Fader · Bollinger %B · AVAX (4h)
+42.47%backtested return
Sharpe0.72
Win Rate49.00%
Max DD39.37%
ETH1dhighDegrading
ETH StochRSI Short · Regime-Sized
+30.75%backtested return
Sharpe0.68
Win Rate48.90%
Max DD19.77%
DOGE4hmediumPremiumDegrading
Overshoot Fader · Bollinger %B · DOGE (4h)
+37.64%backtested return
Sharpe0.64
Win Rate38.30%
Max DD26.36%
ZEC1hhighPremiumDegrading
Edge Seeker · SWING STRUCTURE LONG · ZEC (1h)
+23.73%backtested return
Sharpe0.63
Win Rate46.00%
Max DD30.14%
XRP4hmediumPremium
Trend Flip · EMA Cross · XRP (4h)
+14.12%backtested return
Sharpe0.63
Win Rate40.00%
Max DD20.47%
BCH4hmediumDegrading
Peak Fader · RSI · BCH (4h)
+29.16%backtested return
Sharpe0.60
Win Rate47.10%
Max DD23.07%
BTC4hmediumPremium
Exhaustion Snap · Stoch RSI · BTC (4h)
+13.66%backtested return
Sharpe0.51
Win Rate38.70%
Max DD27.96%
DOT1dhighDegrading
DOT RSI(3) Continuation Short · Regime-Sized
+27.04%backtested return
Sharpe0.50
Win Rate50.00%
Max DD27.76%
BNB1dhigh
BNB RSI(3) Continuation Long · Regime-Sized
+10.49%backtested return
Sharpe0.42
Win Rate51.30%
Max DD16.94%
BNB4hhighPremiumDegrading
Momentum Rider · MACD · BNB (4h)
+6.69%backtested return
Sharpe0.36
Win Rate37.50%
Max DD25.56%
ETH4hmediumDegrading
Structure Slider · Market Structure · ETH (4h)
+9.06%backtested return
Sharpe0.30
Win Rate43.50%
Max DD21.76%
ETH4hmediumDegrading
Downshift Rider · MACD · ETH (4h)
+2.35%backtested return
Sharpe0.23
Win Rate36.20%
Max DD35.96%
SOL4hmediumPremiumDegrading
Momentum Rider · MACD · SOL (4h)
-7.69%backtested return
Sharpe-0.19
Win Rate33.30%
Max DD25.89%
ADA4hmediumDegrading
Breakdown Runner · Keltner · ADA (4h)
-15.38%backtested return
Sharpe-0.41
Win Rate32.00%
Max DD26.33%
BTC4hmedium
Breakdown Runner · Keltner · BTC (4h)
-0.10%backtested return
Sharpe-
Win Rate35.70%
Max DD19.48%
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
- 35 of the 42 are short strategies and need a futures account.
- 21 of 42 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.
Want to build your own strategy? Explore Anny trading bots →
