DUO2™ — Version Comparison · June 8 to June 14, 2026

This page tracks the continuous optimisation of DUO2™ by TraderLab™ — AutoEdge Systems'™ proprietary AI tuning engine that runs 24 hours a day, 7 days a week. TraderLab™ employs walk-forward optimisation across a rolling dataset, systematically evaluating thousands of parameter combinations across all nine trading sessions and validating each candidate on out-of-sample periods it has never seen — ensuring results reflect genuine edge rather than curve-fitting. All backtesting and validation is performed on NinjaTrader 8 Playback data, which replays true tick-by-tick Level 1 market data (bid/ask/last) — the highest-fidelity historical simulation environment NinjaTrader offers. It's worth noting that NinjaTrader's built-in optimizer does not support Level 1 Playback data at all — its native optimisation runs only on bar-based historical data, meaning no standard NinjaTrader optimisation tool can match the accuracy of what TraderLab™ produces. This is precisely why we built TraderLab™ from the ground up as a proprietary system sitting alongside the platform. Each version listed in the table below represents a distinct AI-tuned build that has passed this rigorous walk-forward validation process before being logged here.

Every weekend, the latest TraderLab™-tuned release is made available as a public update for all active DUO2™ subscribers — ensuring your live deployment is always running the most current, AI-optimised configuration. Check back each week to see how the numbers evolve.

TraderTuner91 currently leads this week's series with a net P&L of $39,879.56 across 40 TraderLab™-tuned builds. Check back as new versions clear walk-forward validation and are added to the table and charts below.