Market environment review
Assess whether performance depends on trending, mean-reverting, highly volatile, quiet, or range-bound conditions.
Run strategies through standard and extreme regimes to understand worst-case losses, stronger performance environments, and the indicators that may help detect those conditions.
A strategy can look strong in one historical path and still be fragile when trade order, volatility, symbol regime, or market structure changes.
Penfjell stress testing looks for the conditions where capital is most exposed: crashes, range-bound markets, volatile bull and bear regimes, loss clustering, and path dependency. Expert Advisor Analysis is included as the starting point.
Assess whether performance depends on trending, mean-reverting, highly volatile, quiet, or range-bound conditions.
Review equity paths, largest losses, consecutive losses, recovery quality, and whether the strategy survives less favourable ordering.
Recommend practical monitoring indicators, exposure limits, drawdown bands, and conditions that should trigger caution.
Baseline review of the supplied Expert Advisor, MT5 report, account history, or Python results.
Stress-test comparison across standard and extreme market regimes where data is available.
Summary of worst-case drawdown behaviour, recovery factor, loss clustering, and capital-retention concerns.
Recommendations for sizing, regime filters, drawdown limits, or further testing before deployment.