A beautiful equity curve is not evidence until it survives abuse.
Most backtests fail because they optimize the past instead of validating the process. This checklist forces the obvious questions before capital is at risk.
Validation score
Not ready. Keep the process discretionary or in research mode.
The tool should change the next decision, not just return a number.
Each free tool is built as a small diagnostic. It gives the visitor a usable result, then points them toward the cockpit workflow where the same idea becomes saved history and review discipline.
Validation score
Use the output as a review prompt, not a signal.
- 80-100: credible enough for forward paper testing.
- 55-79: promising but fragile.
- Below 55: research artifact, not a strategy.
Risk disclosure
This tool is educational. It does not place trades, recommend trades, or know your personal financial situation. Futures trading involves substantial risk of loss.
Reviewed as educational research, not trade advice.
- Author
- Nexural Research Desk
- Reviewer
- Nexural Risk & Automation Review
- Updated
- 2026-05-28
- Primary query
- backtest overfitting checklist
The free page is the front door. The cockpit is the operating system.
Free visitors should leave with value even if they never pay. When they want history, AI review, premium desks, or automation context, the dashboard becomes the next logical step.
The dashboard turns calculator output into a repeatable review workflow.
Conversion happens after demonstrated intent, not before value.