$100,000 → $22,112,087
Quantum Gold Fund — 18 Months of Verified Algorithmic Trading
A closed algorithmic trading fund. 18 months. 1,105 verified trades. One result.
This Is Not a Backtest
The Quantum Gold Fund was a closed algorithmic trading fund that ran from September 2024 to February 2026. Over 18 months, the fund turned $100,000 into $22,112,087 — a 13,203.66% return on investment.
All performance data is verified through EdgeWonk, a third-party trade journaling platform. Every trade is timestamped, tracked, and auditable. This is 1,105 real trades executed in live market conditions with real capital.
The Quantum Gold Fund is closed. The fund concluded in February 2026 after 18 months of live trading. The underlying algorithm continues to operate under Hypertronics, the algorithmic trading division of Black Haus Capital.
Performance Metrics
All data verified via EdgeWonk third-party journaling platform. September 2024 through February 2026.
18-Month Equity Curve
From $100,000 to $22,112,087. Including the -10.94% drawdown in February 2026, because we don't hide risk.
Month-by-Month Breakdown
Every month. Every trade. Green months and red months. This is what algorithmic trading looks like.
| Month | Trades | W / L | Return ($) | Return (%) | Win Rate | Avg P&L | Profit Factor | Running Balance |
|---|---|---|---|---|---|---|---|---|
| Sep 2024 | 65 | 25 / 40 | +$11,365 | +8.15% | 38.46% | $177 | 1.41 | $111,365 |
| Oct 2024 | 43 | 27 / 16 | +$35,534 | +19.85% | 62.79% | $821 | 4.72 | $146,899 |
| Nov 2024 | 42 | 22 / 20 | +$10,768 | +5.42% | 52.38% | $256 | 1.80 | $157,667 |
| Dec 2024 | 81 | 42 / 39 | +$20,935 | +9.99% | 51.85% | $258 | — | $178,603 |
| Jan 2025 | 92 | 62 / 30 | +$214,825 | +65.82% | 67.39% | $2,335 | 7.33 | $393,428 |
| Feb 2025 | 79 | 52 / 27 | +$306,283 | +53.09% | 65.82% | $3,877 | 6.58 | $699,711 |
| Mar 2025 | 80 | 50 / 30 | +$296,120 | +33.80% | 62.50% | $3,702 | 2.73 | $995,832 |
| Apr 2025 | 54 | 33 / 21 | +$3,570,119 | +160.07% | 61.11% | $66,113 | 14.29 | $4,565,950 |
| May 2025 | 49 | 29 / 20 | +$3,562,198 | +60.21% | 59.18% | $72,698 | 4.65 | $8,128,149 |
| Jun 2025 | 20 | 8 / 12 | +$330,425 | +4.90% | 40.00% | $16,521 | 2.09 | $8,458,574 |
| Jul 2025 | 36 | 18 / 18 | +$544,772 | +4.88% | 50.00% | $15,133 | 2.12 | $9,003,345 |
| Aug 2025 | 54 | 25 / 29 | +$356,804 | +2.96% | 46.30% | $6,607 | 1.67 | $9,360,149 |
| Sep 2025 | 41 | 15 / 26 | +$1,680,662 | +12.97% | 36.59% | $40,992 | 2.65 | $11,040,811 |
| Oct 2025 | 48 | 18 / 30 | +$1,544,250 | +11.25% | 37.50% | $32,172 | 1.37 | $12,585,061 |
| Nov 2025 | 82 | 26 / 56 | -$787,872 | -5.07% | 31.71% | -$9,608 | 0.67 | $11,797,189 |
| Dec 2025 | 47 | 29 / 18 | +$4,423,062 | +26.41% | 61.70% | $94,108 | 7.51 | $16,220,250 |
| Jan 2026 | 64 | 27 / 37 | +$5,445,682 | +25.67% | 42.19% | $85,089 | 3.24 | $21,665,933 |
| Feb 2026 | 37 | 11 / 26 | -$2,605,273 | -10.94% | 29.73% | -$70,413 | 0.36 | $22,112,087 |
* Running balance verified against EdgeWonk account total of $22,112,087.07. All data from third-party journaling platform.
Risk Management Matters More Than Returns
Max Drawdown: 20.55%
The largest loss from peak equity. This happened. We disclose it prominently because we don't hide risk. Every algorithm experiences drawdowns — the question is how you manage through them.
Worst Month: -10.94%
February 2026 gave back $2.6M. This is the reality of algorithmic trading — not every month is green. Risk-adjusted returns over the full 18 months tell the complete story.
2 Red Months in 18
November 2025 (-5.07%) and February 2026 (-10.94%) were the only negative months. 16 of 18 months were profitable — an 88.9% monthly win rate.
- 01 Drawdowns are inevitable. Even a 13,203% ROI fund experiences -10.94% months. The algo is designed to recover — not avoid loss entirely.
- 02 Win rate doesn't predict profit. 51.09% win rate still produced $22M+ because winners were asymmetrically larger than losers. The edge is in position sizing, not accuracy.
- 03 Fees are real. $788,157 in trading fees over 18 months. These are deducted from gross returns. Net performance is what you see.
- 04 Transparency builds trust. Every trade tracked in EdgeWonk. All performance data is third-party verified — real-time logging, not quarterly reports.
- 05 Drawdown recovery was earned, not charged. The fund operated on a high-water mark model. No fees were charged during recovery periods. The team ate the losses alongside investors.
Every Trade Tracked in EdgeWonk
All performance data is logged in EdgeWonk, a third-party trade journaling platform. We don't self-report — EdgeWonk timestamps and verifies every trade independently.
Click any screenshot to enlarge. All images captured directly from EdgeWonk third-party platform.
The Man Behind the Algo
The Quantum Gold Fund was developed and managed by Shawn C. O'Neil, CEO of Black Haus Capital — a veteran-founded quantitative trading and investment firm.
Marine Corps and Army combat veteran. Afghanistan veteran. Strategic operator with a portfolio of 18 brands and companies. The Gold Algo was built on discipline, risk management, and systematic execution.
The algorithm that powered this fund now operates under Hypertronics, the algorithmic trading division of Black Haus Capital.
- ◆ CEO, Black Haus Capital
- ◆ USMC & Army combat veteran (Afghanistan)
- ◆ Developer of the Gold Algo (13,203% ROI)
- ◆ 1,105 verified trades over 18 months
- ◆ Professional motorsport background — discipline under pressure
- ◆ 18 brands and companies under management
The Fund Is Closed. The Algo Isn't.
Quantum Gold Fund concluded in February 2026. The algorithm that delivered these results now operates under Hypertronics, the algorithmic trading division of Black Haus Capital.
Hypertronics
The Gold Algo continues. Explore the full algorithmic trading suite built by the same team.
Visit Hypertronics →Black Haus Capital
The veteran-founded firm behind Quantum Gold Fund and the Hypertronics algo suite.
Visit BHC →