HyperC P34 PARML

Market simulator — operate a business on a partially-observed market and watch how P34 trades it REPLAY

The market — average realized outcome per trade, per week

Faint line = the full simulated market (the simulator knows it; the model never sees the future). Bright line = what has been revealed up to "today". Shaded region = the live-trading holdout the simulation steps through. The model receives only the historical menus + sales tables and the current T=0 menu.

Realized trade outcomes per week

One bar per trade: each deal the model took draws its own bar — up for a positive realized yield, down (dimmed) for a loss — winners left, losers right inside the week's slot. Side-by-side per model where telemetry exists; the newest week's bars carry their value labels.

Working capital

Cumulative realized P&L — model overlays

API calls

Every call's exact sheets are rebuilt deterministically — click one to inspect the context tables the model saw and the portfolio it returned. In fixed context mode the historical block is byte-identical across calls (ready for server-side context caching); sliding mode appends each completed simulated week to the context.