System updates & optimization reports
Tightened screws, maximized stabilization
These post-launch pv3 optimization refinements deliver lower drawdown volatility, higher equity stability and smoother curve behavior compared to earlier versions.
AUGUST 11TH, 2025 | SMOOTHER CURVE BEHAVIOR
Dev notes: Minimal risk was used to solely view reduced drawdown volatility.
AUGUST 19TH, 2025 | PARABOLIC RETURNS
Dev notes: Semi-maximal risk was used to highlight return potential and gauge capital efficiency.
Upcoming execution models
Introducing our automated trading oracle, "pv3"
Designed to hyperfocus on risk mitigation and decentralized risk stabilization, qs Dev is engineering pv3 to implement risk-based execution models vs price-based/price action-based execution models.
Bitcoin
BTC/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 11.21%
Max Equity Drawdown | 19.26%
Net Return | 301.8%
Return on Risk | 15.67x
GU
GBP/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 21.82%
Max Equity Drawdown | 23.38%
Net Return | 247.74%
Return on Risk | 10.60x
Gold
XAU/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 16.54%
Max Equity Drawdown | 20.23%
Net Return | 136.47%
Return on Risk | 6.74x
"The pv3 oracle is essentially an automated, high frequency neural network of trades that all follow one core principle: Robustness.
It's engineered to focus more on the relationship between price and risk behavior, rather than solely price-action; in other words, it prioritizes risk mitigation and elimination rather than just profit maximization. This enables its logic to remain adaptable to all markets, account parameters like capital or risk-budget, and broker conditions like spread or leverage, allowing it to produce profit smoothly regardless of market behavior."
- qs Dev, Sonty
UJ
USD/JPY
1/1/2020 - 7/1/2025
Max Balance Drawdown | 18.40%
Max Equity Drawdown | 22.43%
Net Return | 118.30%
Return on Risk | 5.27x
EU
EUR/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 19.50%
Max Equity Drawdown | 23.76%
Net Return | 78.57%
Return on Risk | 3.31x
XRP
XRP/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 5.35%
Max Equity Drawdown | 6.36%
Net Return | 20.61%
Return on Risk | 3.24x
CJ
CAD/JPY
1/1/2020 - 7/1/2025
Max Balance Drawdown | 23.14%
Max Equity Drawdown | 26.82%
Net Return | 84.32%
Return on Risk | 3.14x
Solana
SOL/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 1.36%
Max Equity Drawdown | 1.43%
Net Return | 3.79%
Return on Risk | 2.65x
Ethereum
ETH/USD
1/1/2020 - 7/1/2025
Max Balance Drawdown | 1.14%
Max Equity Drawdown | 1.94%
Net Return | 3.81%
Return on Risk | 1.96x
Scalping Intervals
Highlighting a more realistic view of the oracle's short-term potential, here are a few intraweek/monthly trading periods that better reflect pv3's performance under higher-frequency execution and fully deployed risk.
Watch PnL's
"The gap between today and the future is only tomorrow."
from alpha to asset
Blockchain integration and model tokenization is in the works.
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