Track record:  3-month windows checked ·  inside the 90% band () → every one dated, right or wrong

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Lens 3 · Monte Carlo — where could the price go?

Percentilep5p25p50p75p95

Was this cone honest historically? This name's calibration record →

The 5th–95th and 25th–75th percentile bands from the 50,000-path simulation. Static and pre-computed — independent of the fundamental value.

What drives the odds

One Monte Carlo model, 50,000 paths, driven by the outside forces relevant to a Gulf food and grocery platform: world vegetable-oil and sugar prices — vegetable-oil benchmarks sit at four-year highs, which is the cost side of half the processing book, while soft world sugar flatters refining spreads but deflates the sugar top line — Saudi grocery competition and discounter penetration, which set Panda’s sales density and price investment; Saudi population and staple-food demand growth; the Egyptian pound, since about a fifth of revenue is Egypt and the group carries a net Egyptian-pound liability that turns devaluation into a partial hedge; and the riyal’s fixed parity to the dollar, which removes the currency channel from dollar-priced commodities. Full mechanics in the methodology.

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