N
NhugaQuant Lab
Verified
Crypto League
Rank #12·93 days forward tested

Pairs Arbitrage

Cointegrated pairs trading on correlated crypto assets with dynamic hedge ratios.

pairsarbitragestatistical

Headline numbers from forward testing. Total Return is cumulative P&L. Sharpe Ratio measures risk-adjusted return (above 1.0 is good, above 2.0 is excellent). Max Drawdown is the worst peak-to-trough decline. Profit Factor is gross profit ÷ gross loss (above 1.0 means profitable).

Total Return
+41.82%
Sharpe Ratio
1.67
Max Drawdown
-11.12%
Profit Factor
2.18

Equity Curve

Drawdown

Trade Return Distribution

Monthly Returns

YearJanFebMarAprMayJunJulAugSepOctNovDecYear
2025
-3.8%
6.1%
3.8%
1.6%
1.2%
9.4%
19.3%
2024
0.7%
3.4%
-1.4%
4.8%
8.4%
-2.6%
0.7%
-3.2%
-1.9%
9.0%
-0.8%
7.2%
26.0%
2023
10.4%
11.3%
-2.3%
1.0%
-1.3%
5.3%
0.7%
9.4%
1.4%
-0.1%
1.1%
11.0%
58.1%

Performance Metrics

Detailed risk and return metrics from forward testing. Sortino Ratio is like Sharpe but only penalizes downside volatility. Expectancy is average profit per trade. Calmar Ratio is annualized return ÷ max drawdown.

CAGR

+20.91%

Sortino Ratio

1.47

Win Rate

54.69%

Total Trades

75

Avg Win

1.40%

Avg Loss

2.48%

Expectancy

1.31

Payoff Ratio

2.12

Recovery Factor

3.66

Calmar Ratio

1.73

Instrument

Crypto Spot

Timeframe

Daily

Backtest Summary

Historical backtest results before forward testing began. Backtests use simulated execution with estimated slippage — real forward-test results above are more reliable.

Test Period

2020-01-01 to 2022-12-31

Total Return

+131.94%

Max Drawdown

-9.15%

Sharpe Ratio

2.25

Total Trades

249

Win Rate

62.45%

Profit Factor

1.59

Weekly Form

Week-by-week performance record used for league point scoring. W = Win (3 pts), D = Draw (1 pt), L = Loss (0 pts).

WeekResultReturnTradesWin RatePFDD
2025-04-13W+2.23%448.9%2.10-2.73%
2025-04-20W+2.29%949.5%2.13-2.51%
2025-04-27W+0.96%861.0%2.09-3.32%
2025-05-04W+2.02%959.1%1.01-2.38%
2025-05-11W+5.10%462.6%2.12-3.43%
2025-05-18W+2.78%551.6%2.75-0.90%
2025-05-25D+0.17%867.0%2.64-3.78%
2025-06-01W+3.21%771.5%0.94-2.39%

Positions & Trades

Paper Trading

Open positions are currently held paper trades. Trade history shows every closed trade with entry/exit prices and P&L. All trades are simulated — no real capital is at risk.

Trade History

SymbolSideEntry DateEntry PriceExit PriceP&LP&L %
ETH-PERP
SHORT
2025-06-29₹2,234.19₹2,382.99₹-96,720.00+6.66%
SOL-USD
SHORT
2025-06-27₹3,199.39₹3,182.11₹25,056.00-0.54%
BTC-PERP
LONG
2025-06-26₹1,864.64₹1,907.34₹52,307.00+2.29%
BTC-USD
SHORT
2025-06-24₹3,260.67₹3,445.22₹-1,47,640.00+5.66%
SI
LONG
2025-06-11₹844.46₹874.10₹31,122.00+3.51%
CL
SHORT
2025-06-07₹2,609.73₹2,697.68₹-32,981.00+3.37%
NQ
LONG
2025-06-06₹2,230.87₹2,345.31₹28,610.00+5.13%
BTC-USD
LONG
2025-06-02₹1,244.86₹1,214.73₹-41,429.00-2.42%
BTC-USD
SHORT
2025-06-01₹3,396.61₹3,335.81₹41,040.00-1.79%
SI
LONG
2025-05-31₹2,071.64₹2,203.60₹1,71,548.00+6.37%
BTC-PERP
LONG
2025-05-30₹3,164.83₹3,138.25₹-14,619.00-0.84%
ETH-PERP
LONG
2025-05-28₹3,230.58₹3,281.95₹42,380.00+1.59%
BTC-PERP
LONG
2025-05-27₹1,884.82₹1,901.78₹9,752.00+0.90%
GC
LONG
2025-05-25₹3,318.06₹3,359.54₹23,851.00+1.25%
SI
SHORT
2025-05-23₹1,464.24₹1,479.03₹-5,176.00+1.01%
SOL-USD
LONG
2025-05-19₹2,724.29₹2,775.78₹60,501.00+1.89%
CL
LONG
2025-05-16₹3,027.96₹3,065.20₹29,792.00+1.23%
BTC-PERP
LONG
2025-05-16₹2,356.52₹2,383.62₹34,552.00+1.15%
SI
SHORT
2025-05-15₹895.37₹875.40₹17,474.00-2.23%
ES
LONG
2025-05-11₹2,021.18₹2,037.75₹21,127.00+0.82%

Available Execution Methods

Ways to access and execute this strategy. Free research data is available above — premium methods provide the actual trading parameters and automation.

Premium Research Report

premium

Detailed strategy write-up with rules, parameters, and risk management guidelines.

Pine Script

premium

TradingView Pine Script code for alerts and backtesting.

API Signals

premium

Webhook-based trade signals delivered to your execution platform.

Strategy Parameters

premium

Entry/exit rules, indicator settings, and position sizing formulas.

Lifecycle

Every strategy moves through stages: Research → Backtesting → Incubation → Verified → Elite. Strategies cannot skip stages.

1
Research
2
Backtesting
3
Incubation
4
Verified
5
Elite
6
Retired

Version History

Tracked changes to strategy logic, parameters, and instruments. Every modification is versioned so performance can be attributed to specific updates.

1.0.0

Tightened stop-loss parameters

instrument add
2024-10-16
2.0.0

Fixed position sizing bug

logic change
2024-05-02
1.2.0

Adjusted lookback period

instrument add
2024-02-12
1.1.0

Added volume filter

parameter update
2024-01-23

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Request Access

Everything above is free research data. Members can access the actual parameters, code, and signals needed to deploy this strategy.