Orange Juice Historical Replay: 2004-05 to 2004-08
Orange juice futures surged 5.7% from May to August 2004, exposing a 17.5% drawdown during the rally. Replay 64 authentic daily bars, navigate 4 critical decision points, and receive AI coach feedback in this simulated educational training environment.
64 daily bars · 11 decision points · 2004-05 to 2004-08 · Commodities
Key facts
This window spans 92 days with a peak-to-trough drawdown of 17.5% and a 30.2% run-up.
- Max drawdown
- −17.5%
- Max run-up
- +30.2%
- Duration
- 92 days
- Largest single-day move
- −7.3%
- Bars
- 64 Daily bars
- Decision points
- 11
Every figure above is computed programmatically from this replay’s own candle series — no editorial input, no LLM. Methodology: Methodology
The market advances day by day. You only see candles up to the current day — as if you were really there.
At key decision points choose Buy / Trim / Exit / Hold. Each decision advances the timeline by one day.
After settlement you get a six-dimension score and an AI coach review. Your result enters the scenario leaderboard.
Event Replay
What happened — and what it teaches
The orange juice futures market in the spring and summer of 2004 represented a fascinating case study in commodity volatility during the broader commodity super-cycle. This educational replay transports traders back to a period when soft commodities were experiencing unusual price movements, requiring careful navigation of shifting market dynamics across 64 daily bars of authentic historical data. Participants face the challenge of understanding supply-demand pressures while managing positions through a historically significant era.
The replay captures a modest overall gain of 5.7%, with prices moving from 56.8 to 60.05 over the May to August 2004 span. However, this seemingly tame return masks substantial turbulence—a maximum drawdown of 17.5% tested even patient traders, while the largest single-bar move of 7.3% demonstrated how quickly conditions can shift. Navigating the 11 decision points, including 4 critical junctures, required traders to make choices that would determine whether they captured gains or suffered significant losses during these wild swings.
For decision training purposes, this scenario excels at teaching the psychological discipline required to hold positions through adverse periods. The gap between modest final returns and severe interim drawdowns illustrates why risk management and emotional control matter more than directional accuracy. Participants learn that surviving a 17.5% drawdown while maintaining conviction can be the difference between participating in a 5.7% rally and being stopped out before it materializes. The lesson: process discipline and risk management matter more than directional calls in volatile markets.
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