Backtesting Arena

Backtesting Arena

🏆 Edge Leaderboard

The strongest, statistically robust strategy-filter edges from real backtests. "Filter Δ" = the filter's effect on median CAGR vs. a no-filter run; "after costs" = the same edge net of per-side trading fees; DSR = Deflated Sharpe Ratio (confirms the edge against multiple testing). Only edges with ≥ 30 backtests.

Market:
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#1 · Ichimoku Cloud
200 WMA Filter · Crypto
Median
+34.3%
Net
+32.4%
Filter Δ
+64.9%
50 backtests
#2 · Ichimoku Cloud
Bullmarket (Strict) · Crypto
Median
+32.7%
Net
+31.5%
Filter Δ
+63.3%
50 backtests
#3 · Ichimoku Cloud
Bullmarket (Confirmed) · Crypto
Median
+26.1%
Net
+24.6%
Filter Δ
+56.7%
50 backtests
#4 · Ichimoku Cloud
Altcoin Season Filter · Crypto
Median
+11.4%
Net
+10.5%
Filter Δ
+42.0%
150 backtests
#5 · Ichimoku Cloud
ATR Expansion · Crypto
Median
+7.4%
Net
+7.0%
Filter Δ
+38.0%
50 backtests
#6 · Supertrend
200 WMA Filter · Crypto
Median
+33.4%
Net
+32.5%
Filter Δ
+36.4%
50 backtests
#7 · Ichimoku Cloud
ATR Low Volatility · Crypto
Median
+5.5%
Net
+4.3%
Filter Δ
+36.1%
50 backtests
#8 · Ichimoku Cloud
ATR High Volatility · Crypto
Median
+5.5%
Net
+5.2%
Filter Δ
+36.1%
50 backtests
#9 · EMA Cross
Bullmarket (Strict) · Crypto
DSR ✓
Median
+34.3%
Net
+33.2%
Filter Δ
+32.6%
150 backtests
#10 · EMA Cross
200 WMA Filter · Crypto
Median
+32.0%
Net
+30.3%
Filter Δ
+30.4%
150 backtests
#11 · Supertrend
Bullmarket (Strict) · Crypto
Median
+26.1%
Net
+25.6%
Filter Δ
+29.1%
50 backtests
#12 · Supertrend
Bullmarket (Confirmed) · Crypto
Median
+21.6%
Net
+20.9%
Filter Δ
+24.6%
50 backtests
#13 · Supertrend
Altcoin Season Filter · Crypto
Median
+21.0%
Net
+20.5%
Filter Δ
+23.9%
150 backtests
#14 · EMA Cross
Bullmarket (Confirmed) · Crypto
Median
+25.3%
Net
+24.1%
Filter Δ
+23.7%
150 backtests
#15 · MACD Cross
Bullmarket (Strict) · Crypto
Median
+18.5%
Net
+17.1%
Filter Δ
+15.4%
100 backtests
#16 · MACD Cross
200 WMA Filter · Crypto
Median
+18.3%
Net
+15.5%
Filter Δ
+15.2%
100 backtests
#17 · F&G Cadence
ATR Expansion · Crypto
Median
+8.2%
Net
Filter Δ
+14.9%
49 backtests
#18 · Golden Cross
ATR Low Volatility · Crypto
Median
-2.4%
Net
Filter Δ
+14.7%
43 backtests
#19 · WMA Trend
Bullmarket (Strict) · Crypto
Median
+11.3%
Net
+10.6%
Filter Δ
+14.4%
159 backtests
#20 · Williams Alligator
200 WMA Filter · Crypto
Median
+26.9%
Net
+25.9%
Filter Δ
+13.5%
50 backtests
#21 · RSI / SMA Cross
200 WMA Filter · Crypto
Median
+7.1%
Net
+6.3%
Filter Δ
+13.1%
336 backtests
#22 · WMA Trend
Bullmarket (Confirmed) · Crypto
Median
+10.0%
Net
+9.2%
Filter Δ
+13.1%
169 backtests
#23 · RSI / SMA Cross
Bullmarket (Strict) · Crypto
Median
+6.4%
Net
+5.7%
Filter Δ
+12.4%
145 backtests
#24 · WMA Trend
200 WMA Filter · Crypto
Median
+9.3%
Net
+8.2%
Filter Δ
+12.3%
298 backtests
#25 · RSI OB/OS
ATR High Volatility · Crypto
Median
+3.3%
Net
Filter Δ
+12.3%
50 backtests
#26 · Supertrend
ATR Low Volatility · Crypto
Median
+8.8%
Net
+8.1%
Filter Δ
+11.8%
50 backtests
#27 · EMA Cross
ATR Low Volatility · Crypto
Median
+13.1%
Net
+11.9%
Filter Δ
+11.5%
150 backtests
#28 · RSI OB/OS
Altcoin Season Filter · Crypto
Median
+1.9%
Net
Filter Δ
+10.9%
171 backtests
#29 · EMA Cross
Altcoin Season Filter · Crypto
Median
+12.3%
Net
+11.5%
Filter Δ
+10.7%
450 backtests
#30 · RSI / SMA Cross
ATR Low Volatility · Crypto
Median
+4.3%
Net
+3.6%
Filter Δ
+10.3%
197 backtests
#31 · RSI / SMA Cross
ATR Expansion · Crypto
Median
+4.0%
Net
+3.6%
Filter Δ
+10.0%
181 backtests
#32 · F&G Cadence
Altcoin Season Filter · Crypto
Median
+3.1%
Net
+2.8%
Filter Δ
+9.8%
150 backtests
#33 · MACD Cross
Bullmarket (Confirmed) · Crypto
Median
+12.6%
Net
+10.7%
Filter Δ
+9.4%
100 backtests
#34 · RSI OB/OS
ATR Low Volatility · Crypto
Median
+0.4%
Net
Filter Δ
+9.4%
99 backtests
#35 · RSI OB/OS
200 WMA Filter · Crypto
Median
+0.1%
Net
-0.1%
Filter Δ
+9.1%
134 backtests
#36 · WMA Trend
ATR Expansion · Crypto
Median
+5.2%
Net
+4.9%
Filter Δ
+8.3%
154 backtests
#37 · RSI OB/OS
ATR Expansion · Crypto
Median
-0.9%
Net
Filter Δ
+8.1%
71 backtests
#38 · F&G Cadence
ATR Low Volatility · Crypto
Median
+1.0%
Net
+0.7%
Filter Δ
+7.7%
50 backtests
#39 · MACD Cross
ATR High Volatility · Crypto
Median
+10.8%
Net
+10.4%
Filter Δ
+7.7%
100 backtests
#40 · WMA Trend
ATR Low Volatility · Crypto
Median
+4.4%
Net
+3.7%
Filter Δ
+7.5%
264 backtests
#41 · MACD Cross
ATR Low Volatility · Crypto
Median
+10.4%
Net
+8.6%
Filter Δ
+7.3%
100 backtests
#42 · WMA Trend
Altcoin Season Filter · Crypto
Median
+3.8%
Net
+3.3%
Filter Δ
+6.9%
386 backtests
#43 · Stoch-RSI / SMA
Bullmarket (Strict) · Crypto
Median
+6.5%
Net
+5.3%
Filter Δ
+6.8%
148 backtests
#44 · Golden Cross
ATR High Volatility · Crypto
Median
-10.6%
Net
Filter Δ
+6.5%
110 backtests
#45 · RSI / SMA Cross
Bullmarket (Confirmed) · Crypto
Median
+0.3%
Net
-0.3%
Filter Δ
+6.3%
417 backtests
#46 · Fibonacci
ATR Low Volatility · Crypto
Median
-3.1%
Net
-3.2%
Filter Δ
+6.2%
150 backtests
#47 · Golden Cross
ATR Expansion · Crypto
Median
-11.1%
Net
-11.2%
Filter Δ
+6.1%
60 backtests
#48 · RSI / SMA Cross
ATR High Volatility · Crypto
Median
-0.4%
Net
-0.8%
Filter Δ
+5.6%
453 backtests
#49 · RSI OB/OS
Bullmarket (Strict) · Crypto
Median
-3.8%
Net
-4.0%
Filter Δ
+5.2%
53 backtests
#50 · Supertrend
ATR Expansion · Crypto
Median
+2.1%
Net
+1.8%
Filter Δ
+5.1%
49 backtests
#51 · Fibonacci
ATR Expansion · Crypto
Median
-4.4%
Net
-4.6%
Filter Δ
+4.9%
146 backtests
#52 · Fibonacci
Bullmarket (Strict) · Crypto
Median
-4.6%
Net
-4.9%
Filter Δ
+4.7%
50 backtests
#53 · Golden Cross
Bullmarket (Strict) · Crypto
Median
-12.6%
Net
-12.8%
Filter Δ
+4.5%
66 backtests
#54 · EMA Trend Bias
Bullmarket (Strict) · Crypto
Median
+1.4%
Net
Filter Δ
+4.5%
97 backtests
#55 · Golden Cross
Bullmarket (Confirmed) · Crypto
Median
-12.8%
Net
-13.1%
Filter Δ
+4.3%
70 backtests
#56 · Golden Cross
200 WMA Filter · Crypto
Median
-13.2%
Net
-13.4%
Filter Δ
+3.9%
75 backtests
#57 · Fibonacci
200 WMA Filter · Crypto
Median
-5.4%
Net
-5.9%
Filter Δ
+3.9%
147 backtests
#58 · RSI OB/OS
Bullmarket (Confirmed) · Crypto
Median
-5.8%
Net
-6.1%
Filter Δ
+3.2%
58 backtests
#59 · Fibonacci
ATR High Volatility · Crypto
Median
-6.3%
Net
-6.5%
Filter Δ
+3.0%
143 backtests
#60 · EMA Trend Bias
ATR Low Volatility · Crypto
Median
-0.1%
Net
Filter Δ
+3.0%
138 backtests
#61 · Golden Cross
Altcoin Season Filter · Crypto
Median
-14.4%
Net
-14.6%
Filter Δ
+2.7%
146 backtests
#62 · BB Squeeze
Altcoin Season Filter · Crypto
Median
+1.8%
Net
+1.5%
Filter Δ
+2.6%
172 backtests
#63 · RSI / SMA Cross
Altcoin Season Filter · Crypto
Median
-3.5%
Net
-4.0%
Filter Δ
+2.5%
1244 backtests
#64 · Stoch-RSI / SMA
ATR High Volatility · Crypto
Median
+1.7%
Net
+0.5%
Filter Δ
+2.0%
300 backtests
#65 · EMA Trend Bias
200 WMA Filter · Crypto
Median
-1.2%
Net
-1.5%
Filter Δ
+1.9%
310 backtests
#66 · Stoch-RSI / SMA
ATR Low Volatility · Crypto
Median
+1.5%
Net
+0.2%
Filter Δ
+1.8%
300 backtests
#67 · Supertrend
ATR High Volatility · Crypto
Median
-1.2%
Net
Filter Δ
+1.8%
33 backtests
#68 · Fibonacci
Altcoin Season Filter · Crypto
Median
-8.0%
Net
-8.4%
Filter Δ
+1.3%
153 backtests
#69 · Stoch-RSI / SMA
Bullmarket (Confirmed) · Crypto
Median
+1.0%
Net
-0.4%
Filter Δ
+1.3%
149 backtests
#70 · Fibonacci
Bullmarket (Confirmed) · Crypto
Median
-8.1%
Net
-8.5%
Filter Δ
+1.2%
50 backtests
#71 · MACD Cross
Altcoin Season Filter · Crypto
Median
+4.3%
Net
+3.1%
Filter Δ
+1.1%
299 backtests
#72 · EMA Trend Bias
200 WMA Filter · Etf
DSR ✓
Median
+9.3%
Net
+9.2%
Filter Δ
+0.9%
40 backtests
#73 · EMA Trend Bias
Bullmarket (Confirmed) · Crypto
Median
-2.4%
Net
-2.7%
Filter Δ
+0.7%
103 backtests
#74 · Stoch-RSI / SMA
ATR Expansion · Forex
Median
+0.5%
Net
+0.2%
Filter Δ
+0.4%
56 backtests
#75 · BB Squeeze
200 WMA Filter · Crypto
Median
-0.6%
Net
Filter Δ
+0.3%
102 backtests
#76 · Stoch-RSI / SMA
ATR High Volatility · Forex
Median
+0.5%
Net
+0.2%
Filter Δ
+0.3%
44 backtests
#77 · MACD Cross
ATR Expansion · Crypto
Median
+3.3%
Net
+2.8%
Filter Δ
+0.1%
100 backtests
#78 · EMA Trend Bias
200 WMA Filter · Stocks
DSR ✓
Median
+10.4%
Net
Filter Δ
-0.1%
120 backtests
#79 · BB + RSI
200 WMA Filter · Crypto
Median
+2.7%
Net
Filter Δ
-0.1%
98 backtests
#80 · BB Squeeze
Bullmarket (Strict) · Crypto
Median
-1.0%
Net
Filter Δ
-0.1%
92 backtests
#81 · BB Squeeze
Bullmarket (Confirmed) · Crypto
Median
-1.0%
Net
Filter Δ
-0.1%
94 backtests
#82 · WMA Trend
ATR Low Volatility · Forex
Median
-0.4%
Net
-0.6%
Filter Δ
-0.2%
30 backtests
#83 · WMA Trend
ATR High Volatility · Crypto
Median
-3.4%
Net
Filter Δ
-0.3%
123 backtests
#84 · BB Squeeze
ATR Low Volatility · Crypto
Median
-1.2%
Net
-1.5%
Filter Δ
-0.3%
125 backtests
#85 · Stoch-RSI / SMA
ATR Low Volatility · Forex
Median
-0.2%
Net
-0.8%
Filter Δ
-0.3%
60 backtests
#86 · WMA Trend
200 WMA Filter · Forex
Median
-0.6%
Net
-0.7%
Filter Δ
-0.4%
30 backtests
#87 · Smoothed Heiken Ashi
ATR Expansion · Crypto
Median
+0.8%
Net
Filter Δ
-0.4%
128 backtests
#88 · Smoothed Heiken Ashi
200 WMA Filter · Crypto
Median
+0.7%
Net
+0.1%
Filter Δ
-0.4%
144 backtests
#89 · EMA Cross
ATR Expansion · Crypto
Median
+1.2%
Net
+0.9%
Filter Δ
-0.4%
150 backtests
#90 · Smoothed Heiken Ashi
ATR Low Volatility · Forex
Median
-0.2%
Net
-0.4%
Filter Δ
-0.5%
30 backtests
#91 · Smoothed Heiken Ashi
200 WMA Filter · Forex
Median
-0.3%
Net
-0.4%
Filter Δ
-0.6%
30 backtests
#92 · Stoch-RSI / SMA
200 WMA Filter · Forex
Median
-0.6%
Net
-1.1%
Filter Δ
-0.7%
30 backtests
#93 · RSI / SMA Cross
200 WMA Filter · Etf
Median
+4.9%
Net
+4.1%
Filter Δ
-0.7%
40 backtests
#94 · BB + RSI
ATR High Volatility · Crypto
Median
+2.1%
Net
Filter Δ
-0.7%
130 backtests
#95 · BB + RSI
Altcoin Season Filter · Crypto
Median
+2.1%
Net
+1.9%
Filter Δ
-0.7%
444 backtests
#96 · EMA Trend Bias
ATR High Volatility · Crypto
Median
-3.8%
Net
Filter Δ
-0.7%
172 backtests
#97 · RSI / SMA Cross
ATR Low Volatility · Forex
Median
-0.3%
Net
-0.5%
Filter Δ
-0.7%
30 backtests
#98 · WMA Trend
200 WMA Filter · Etf
DSR ✓
Median
+6.3%
Net
+6.2%
Filter Δ
-0.8%
40 backtests
#99 · Golden Cross
200 WMA Filter · Stocks
Median
+11.2%
Net
Filter Δ
-0.8%
87 backtests
#100 · EMA Trend Bias
200 WMA Filter · Commodities
Median
+4.2%
Net
Filter Δ
-0.9%
38 backtests

Gross CAGR is the canonical benchmark; "after costs" applies per-side trading fees. Each row links to the full edge report with per-asset breakdown and DSR methodology. Methodology

Edge Leaderboard — Aggregate Snapshot

The strongest statistically-confirmed strategy-filter edges across real backtests on the platform. 4 of the top 100 edges pass the Deflated-Sharpe-Ratio multiple-testing threshold (≥90%), spanning 5 asset classes. "Filter Δ" is the filter's effect on median CAGR vs. a no-filter baseline; "after costs" applies per-side trading fees.

Ranked edges
100
DSR-confirmed (≥90%)
4
Asset classes
5
Min. sample
30 backtests

Strongest confirmed edges right now: 200 WMA Filter on Ichimoku Cloud (Crypto) — +34.3% median CAGR, filter Δ +64.9% vs. no-filter, 50 backtests · Bullmarket (Strict) on Ichimoku Cloud (Crypto) — +32.7% median CAGR, filter Δ +63.3% vs. no-filter, 50 backtests · Bullmarket (Confirmed) on Ichimoku Cloud (Crypto) — +26.1% median CAGR, filter Δ +56.7% vs. no-filter, 50 backtests.

Each edge links to its full report with per-asset breakdown, Sharpe comparison and the DSR methodology. Gross CAGR stays the canonical benchmark; "after costs" shows the same edge net of per-side trading fees.