Insights

Why do flight calculators differ by 60 % for the same route?

Two calculators, one trip, two very different numbers. The five things that decide a flight's emissions, and how common calculation methods treat them.

Published · 4 min read

Ask three carbon calculators what a flight from Stockholm to New York emits and you can get three answers that differ by more than half. None of them is necessarily wrong. They answer different questions.

A distance-based calculator answers: what does an average flight of this length emit? A flight-based calculator answers: what did this particular flight emit? The gap between the two comes down to five things.

1. Which aircraft actually flew

Fuel burn per kilometre differs a lot between aircraft types and engine generations. The European Environment Agency publishes fuel consumption per aircraft type for the landing/take-off cycle and for the climb/cruise/descent phase, and that is the data our algorithm uses. A route served by both an older and a newer type can have two different answers depending on the day.

2. How many seats were in it

The same aircraft type is flown with different cabin layouts. A Boeing 737-800 is delivered with 189 seats in an all-economy layout and about 162 in a two-class layout.¹ The fuel burned is almost the same, so the emissions per seat differ by roughly 17 %. For wide-bodies the difference between airlines can be considerably larger.

3. How full it was

Passengers are a small share of an aircraft’s weight, so emissions per passenger fall almost in proportion to how full the flight is. Annual reports put some low-cost carriers at 84–93 % seat occupancy while other airlines sit around 76–83 %.¹ That alone is a difference of up to about 20 % per passenger.

4. Where it actually flew

Flights do not follow the great-circle line. No-fly zones, conflict areas, weather, airspace congestion and approach patterns all add distance. On most routes the detour is modest; on some it more than doubles the distance. A calculator that starts from the straight line cannot see this.

5. Whether it cruised above 8 000 metres

Contrails and other non-CO₂ effects only form at altitude and in cold, ice-supersaturated air. A turboprop on a short hop never gets there; a long-haul jet spends most of the flight there. Our algorithm applies a height factor only to the part of the flight above roughly 8 000 metres, so a short regional flight carries no uplift while a long-haul flight approaches ×1.9. Whether a method applies this factor at all is, by itself, a difference of up to 90 %. We explain the reasoning in The height factor explained.

How common methods handle these five

Distance Aircraft Seats Occupancy Height factor
ICAO Carbon Emissions Calculator Great-circle distance plus a fixed correction by distance band Average of the types scheduled on the route Not considered separately Average load factor from ICAO traffic data Not included (CO₂ only)
UK DEFRA/DESNZ conversion factors Three distance bands, +8 % for indirect routing Not considered Cabin-class multipliers Built into the band average Optional ×1.7 uplift
Carbon Compute Distance actually flown The aircraft that flew The operating airline’s cabin layout, weighted by seat size The operating airline’s occupancy Applied to the part of the flight above ~8 000 m

The first two are perfectly reasonable methods for an estimate. They are also deliberately insensitive to the things a traveller or a travel manager can influence: which airline, which aircraft, which cabin, direct or via a hub. That is why two trips on the same route get the same number.

What this means for your report

If you report business travel under GHG Protocol scope 3 category 6, you have to pick a method and be able to defend it. Three practical consequences:

  • Don’t mix methods between years. A switch from distance bands to per-flight data can move the total by tens of percent without a single trip changing.
  • Keep the flight-level data. Flight number, date and cabin class let an auditor reproduce every figure.
  • State the height factor. Report CO₂e with the factor you use and say what it is; many organisations also disclose the CO₂-only figure alongside.

¹ Schennings, A., Larsson, J. & Robèrt, M. (2019). Development and implementation of an emission optimization model for passenger flight bookings. Sustainable Environment Research 29:25. doi:10.1186/s42834-019-0024-5

Method descriptions are based on the ICAO Carbon Emissions Calculator Methodology (v13, 2024) and the UK Government greenhouse gas conversion factors (DESNZ/DEFRA).

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