Lars Winkelbauer

Why airline capacity is the most mispriced resource in global commerce.

Every seat, pallet position, and departure slot is inventory with a hard deadline. Right up until the doors close it can still be sold at a price that reflects real demand; the instant they close, whatever wasn’t sold stops being worth anything at all.

Capacity does not lose a little value when it expires. It loses all of it, permanently.

The model

Set your network below, then run the year.

Aircraft type
Unsold tonnes this year
{{ unsoldSeatsDisplay }}
Destroyed — static pricing
{{ staticLossDisplay }}
Destroyed — dynamic pricing
{{ dynamicLossDisplay }}
Recovered by dynamic pricing
{{ recoveredDisplay }}
{{ ariaMessage }}

Read the result

At the load factor and price you set, {{ unsoldSeatsDisplay }} tonnes of capacity go unsold across the year — space that existed, cost money to fly, and earned nothing. Under a static rate card, that destroys {{ staticLossDisplay }} in a single year.

Pricing that capacity dynamically against real-time demand, instead of a fixed rate set weeks in advance, recovers {{ recoveredDisplay }} of that — not by selling more seats, but by pricing the seats that do sell closer to what they were actually worth in the moment.

The gap between {{ staticLossDisplay }} and {{ dynamicLossDisplay }} is the size of the opportunity most networks leave on the table by treating capacity like a durable good instead of a perishable one.

The method

This model deliberately simplifies. It assumes a constant load factor and price across every flight in the year, rather than modelling day-to-day demand swings, seasonality, or route-level variation. It applies dynamic pricing as a single flat recovery rate on the value that would otherwise be destroyed, rather than simulating a real pricing algorithm.

Real networks are messier than this in both directions — some routes recover more, some less, and demand volatility changes the picture week to week. The model exists to make the size of the opportunity legible, not to replace a real pricing engine.

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For the full argument behind this model — the perishability problem, the pricing shift, and the operating evidence — read the framework.
Read: Capacity Is the New Currency → Work with Lars on this →

FAQ

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