Learn how to interpret each analytics block in the Kiploks report and homepage demo. For formulas, glossary, and FAQ, see methodology. To run the engine locally, see Open engine.
How to read the Final Verdict: verdict badge, robustness score, Bayesian pass probability, deployment gate, critical failures, executive summary, what-if analysis.
How the Kiploks Robustness Score works: formula, blocking thresholds, breakdown modules (Validation, Risk, Stability, Execution, DQG), and deployment rule.
How the Data Quality Guard works: modules (Gap Density, Outlier Influence, Look-Ahead Bias, etc.), verdicts PASS/FAIL/REJECT/N/A, and contribution to Investability Grade.
How to read Walk-Forward Validation: WFE, Consistency, Failed Windows, Performance Degradation, and verdict rules.
How to read Benchmark Metrics: WFE, OOS/IS buckets [A][B][C], retention, profitable windows, Kill Switch, pass probability, and regime breakdown.
How to read Benchmark Comparison: Alpha, Beta, Correlation, Tracking Difference, Net Edge, and risk-adjusted metrics vs BTC Buy & Hold.
How to read Parameter Sensitivity & Stability: R² bands, Risk Score, Risk Class, deployment logic, and governance metrics.
How the Strategy Action Plan works: slippage sensitivity, Phase 1/Phase 2 deployment, Kill Switch, conflicts, bull/bear case, recommended fixes.
How to read Trading Intensity & Cost Drag: turnover, cost drag, break-even, required alpha boost, rebate.
How to read Risk Metrics: OOS drawdowns, Sharpe, Sortino, VaR/CVaR, profit factor, gain-to-pain, verdict STABLE/CAUTION/UNSTABLE, and narratives.