ApexVector EURGBP Pair Trader: Quant-Driven Alpha from Currency Correlations
๐จโ๐ About the Developer:
I am a fintech student with a passion for applying quantitative finance and statistical models to real-world trading. This algorithm is the result of extensive research and backtesting. ๐ป I am currently running a crowdfunding initiative to allocate significant capital to this proven strategy, allowing others to participate in its performance.
๐ Strategy Overview:
The ApexVector cBot is a sophisticated pairs trading algorithm focusing on the EURUSD and GBPUSD currency pairs. It operates on the core principle of mean reversion โ๏ธ.
The cBot continuously monitors the statistical relationship between EURUSD and GBPUSD. When the spread between them widens to an extreme, the algorithm executes a hedged market-neutral trade ๐ค: it goes long the underperforming pair and short the outperforming pair. The trade is closed when the spread normalizes.
โ๏ธ Key Algorithm Features & Parameters:
- Symbols: EURUSD & GBPUSD
- Strategy: Statistical Pairs Trading / Mean Reversion โ๏ธ
- Entry Signal: Z-Score threshold of 2.3 (enters on significant deviation).
- Exit Signal: Z-Score threshold of 0.8 (exits on normalization).
- ๐ก๏ธ Risk Management: Integrated Stop-Loss and Take-Profit based on standard deviation.
- ๐ง Advanced Logic: Uses a dynamic hedge ratio from linear regression for optimal position sizing.
๐ Backtested Performance (22 Jan 2023 - 14 Nov 2025):
The following results were achieved on H2 timeframe data with a starting capital of $10,000:
- ๐ฐ Net Profit: $22,994.30 | ๐ ROI: 230%
- โจ Profit Factor: 2.9+
- ๐ฏ Win Rate: 79.2% (95 Winning Trades out of 120 Total)
- ๐ Maximum Drawdown: 15.7% (on Equity)
- ๐ Average Trade: $191.62
(Past performance is not indicative of future results. Please test the cBot in a demo environment before deploying live capital.)
๐ก Why This cBot?
- ๐ Market-Neutral Approach: Profits from relative strength, not market direction. Excellent for diversification.
- ๐งฎ Quantitative Foundation: Built on solid statistical concepts, not guesswork.
- โ Proven Track Record: Robust performance demonstrated over nearly three years.
- ๐ Transparent Development: The strategy's logic and performance metrics are fully disclosed.
๐ค Join the Initiative!
By acquiring this cBot, you are not just getting an algorithm; you are supporting a fintech developer's vision. The crowdfunding model allows for collective growth and capital scaling. ๐
First 5 copies will be sold at 29, later increase to 45
