geoprimsField-grade geospatial math

How to estimate drone flight time

From the numbers on the battery label to minutes in the air, with a landing reserve and a cold-weather allowance.

For drone operators · updated 2026-09-23

Planning and education aid. Not for primary navigation. Full disclaimer

A drone’s flight time is the battery energy you are willing to use, divided by the power the drone draws while it flies. Energy is in watt-hours (Wh) and power is in watts (W), so the answer comes out in hours. A pack with 72.3 Wh to spend and a drone that draws 150.6 W hovers for about 28.8 minutes.

Everything else is about getting those two numbers right: how much of the pack you really use, how much you keep back for landing, how cold the battery is, and how much power the drone needs to stay up.

Why it matters

The flight time on the box is measured in calm air, often with a fresh pack flown until it is nearly empty. Your flights carry payloads, fight wind, climb, and land with charge to spare. If you plan a mapping mission from the box figure, you may run short over the far end of the site. A few minutes of planning shows how many batteries a job needs and when to turn for home.

How it is worked out

Step 1: battery energy

Battery labels give capacity in milliamp-hours (mAh) and a nominal voltage. Energy is the two multiplied together:

Energy (Wh) = capacity (mAh) × voltage (V) ÷ 1,000

A 5,870 mAh pack at 15.4 V holds 90.4 Wh. If the label shows only the cell count, the battery energy tool uses 3.7 V per lithium-polymer cell and tells you so. Capacity alone, in mAh, is not enough to compare two packs. A higher-voltage pack with fewer mAh can hold more energy.

Step 2: usable energy

Few pilots drain a pack to zero. Running a lithium pack very low shortens its life, and the voltage sags near the end. The usable share (also called the depth-of-discharge limit) is the part of the pack you allow yourself to use, such as 80%.

Step 3: landing reserve

A landing reserve is energy you plan never to spend, so you can land at a safe spot if something changes. A common way to write it is a percentage, such as 20%. The catch is that “20%” can mean two different things, and the geoprims tools use one each:

Neither is wrong. They answer slightly different questions, and the worked example below shows how far apart they land. Pick the one that matches how your team writes its reserve, and say which one you mean.

Step 4: cold batteries

Lithium packs deliver less energy when they are cold. If you enter a battery temperature, the flight time tool applies a labeled rule of thumb: no derating at 20 °C or warmer, rising 1% per degree below that (20% at 0 °C), with a cap at 50%. It is a planning heuristic, not a measurement. If you have your own test data, enter your own derating instead.

Step 5: power

The power figure matters as much as the battery. Take it from your own flight log if you can: average watts in a steady hover. Without one, the hover power tool estimates it from takeoff mass, rotor count, rotor size, and air density, using momentum theory with a figure of merit for real rotor losses and an efficiency for the motors and speed controllers. That tool is still marked experimental, so treat its answer as a starting point and check it against a test flight.

Then:

Flight time = energy × usable share × (1 − cold derating) × (1 − reserve) ÷ power

A worked example

A quadcopter with a 5,870 mAh, 15.4 V pack, a takeoff mass of 1.4 kg, and four 9.4 in rotors, flown at sea level:

Step Result
Pack energy 90.4 Wh
Hover power, estimated 150.6 W
Usable energy at 80% 72.3 Wh
Hover time, no reserve 28.8 min
Hover time with a 20% reserve (14.5 Wh kept) 23.1 min
The same, with the battery at 10 °C 20.7 min
The same, with the battery at 0 °C 18.4 min

Now the two reserve conventions side by side, both with an 80% limit and a 20% reserve:

Reserve counted as Energy left to fly on Hover time
20% of the usable energy (flight time tool) 57.9 Wh 23.1 min
20% of the whole pack (battery energy tool) 54.2 Wh 21.6 min

The difference is 1.5 minutes on a single pack. On a mission planned to the last minute, that is the difference between landing with a margin and landing on the reserve.

Height and heat raise the power a drone needs to hover, because thinner air gives the rotors less to push on. The same quadcopter at a pressure altitude of 5,000 ft on a 30 °C day needs about 169.3 W, and its hover time with 80% usable drops from 28.8 to 25.6 minutes.

Rules of thumb, and where they drift

Common mistakes

Where the numbers come from

The endurance formula, energy times voltage divided by electrical power, follows Bauersfeld and Scaramuzza’s multicopter range and endurance paper. The hover power estimate uses momentum theory as set out in Leishman’s Principles of Helicopter Aerodynamics. The flight time tool shows every step with your numbers under “How we got this.” Start with the battery energy tool if your pack is labeled only in mAh, and the hover power tool if you have no logged power yet. If you plan to fly near the height limit, see the Part 107 altitude limit.

Try it: Drone flight time

The calculator below is the real tool, running its worked example. Change any value; nothing leaves your device.

28.8min

Hover time is about 28.8 min.

Hover time, no reserve
Energy used
Reserve kept
Derating applied (%)
Provenance
Computed by
drone.power.endurance 1.0.0, core 0.1.0
Model
Time = energy × usable share × (1 − derating) × (1 − reserve) / power; heuristic cold derating 0% at 20 °C or warmer, rising 1% per °C (20% at 0 °C), capped at 50%. Peukert, off by default: energy × (rated power / power)^(k − 1), where rated power = pack energy / rated discharge time
Accuracy
Only as good as the power figure. Wind, climbs, and aging packs shorten real flights.
Notes
None
Cites
Leishman, J. G., Cambridge University Press, Principles of Helicopter Aerodynamics; Bauersfeld, L., and Scaramuzza, D., IEEE Robotics and Automation Letters 7(2), Range, Endurance, and Optimal Speed Estimates for Multicopters

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Every number on this page comes from the tools above, which cite their sources on their own pages under "How we got this." Found a mistake? Use "Report a problem" at the bottom of the page.