Market Regime
Rsi Mean Reversion on SPOT is rendered against the current asset snapshot: 1 month return -14.14% and 90 day volatility 54.91%.
The strategy context is a negative one-month return regime with a high volatility regime, aligned to the same fact-card values shown above.
Historical Pattern
Historical analysis of mean reversion strategies indicates sensitivity to market regime transitions, particularly when shifting from high volatility to choppy or sideways movements. In simulated populations, the dominant failure mode observed for mean reversion during these transitions is excessive drawdown. The corpus notes that structural vulnerabilities can emerge when market conditions shift abruptly, causing parameters tested at the edge of their configuration space to breach critical risk limits.
Workflow Pointer
Use this surface to understand the specific conditions that challenge the Rsi Mean Reversion strategy's performance. You can review the detailed simulation reports to examine individual historical scenarios and parameter sensitivity. Evaluating the mean counterfactual distance can help quantify the average parameter adjustments required to find alternative outcomes within the historical backtest environment.