AI Duel
Same chart, same candles, two traders — you and the AI. Who closes with the better P&L?
Parallel portfolios
You and the bot each manage a paper account trading the same candle feed in real time.
Pressure reps
Watching an opponent act forces decisions you would otherwise delay. That is the point.
Postgame compare
Final P&L plus each side trade log so you can see where your edge held or slipped.