Weather & Flight

Drone Weather Confidence

How much do the weather models agree about your wind? Compare ECMWF, GFS and ICON for any hour.

Planning aid only — not certified flight-planning software or airspace clearance. Always verify results against your own aircraft's manual and check current regulations before flying. Full disclaimer.

Location

Model agreement is not a probability: two models can agree and both be wrong, and local effects are too small for any of them. Always compare the wind with your aircraft's limit.

What this tool shows

Most drone weather pages give you one number and one verdict. This tool shows how much three independent weather models agree about the same hour: ECMWF IFS (Europe), NOAA GFS (USA) and DWD ICON (Germany). It lists each model's wind and gust, the range between them, and a confidence level.

It answers a different question from "is it safe to fly?". It answers "how much should I trust the forecast I'm looking at?" That matters most when you are planning ahead, because a client shoot, a survey day or a long drive to site all depend on a forecast that can still change.

How confidence is worked out

For each hour the tool compares the models' 10 m wind and 10 m gust. The level follows the wider of the two ranges, because gusts are what end flights and models disagree about them more than about average wind.

Range between the models Confidence What it means
up to 2 m/s (7 km/h) High The models broadly agree. Plan on the middle value.
2 to 4 m/s (7 to 14 km/h) Medium Some disagreement. Plan on the higher value and keep a margin.
more than 4 m/s (14 km/h) Low The models disagree. Treat the forecast as a range, not a number.

The "Next 24 hours" card shows the least confident hour in the day ahead, and tells you which hour it is. A day is only as trustworthy as its shakiest hour.

A real example

On 1 October 2026 at 12:00 local time, a check for Athens gave these 10 m values:

Model Wind Gust
ECMWF IFS 28 km/h 64 km/h
NOAA GFS 52 km/h 60 km/h
DWD ICON 30 km/h 71 km/h

The models differ by about 23 km/h on average wind, so confidence is Low. A page that showed only the GFS value would have told a pilot the wind was almost twice as strong as the other two models suggest. Seeing all three tells you the real situation: it will be windy, and nobody knows exactly how windy.

On a settled day the same three models are often within a few km/h of each other. That is High confidence, and it is the kind of day when a forecast made the evening before is worth acting on.

How to use it

  • Planning days ahead. Check the day you care about. If confidence is low, don't commit to anything expensive. Look again the evening before and again in the morning.
  • Choosing between hours. Use the hour picker. Confidence often improves or worsens through the day, so the best hour is sometimes the one the models agree on, not the one with the lowest single number.
  • Deciding how much margin to keep. On a low-confidence hour, judge the flight against the highest model value, not the middle one.
  • Sharing with a client or colleague. "Copy link" gives a page for that place and hour that anyone can open without an account. It always shows the current forecast, never a stale snapshot, and says when it was updated.

What this does not tell you

  • It is model agreement, not a probability. Two models can agree and both be wrong, for example when a local sea breeze or a valley wind is too small for any of them to resolve. High confidence is not a guarantee.
  • It covers wind at 10 m only. It says nothing about rain, visibility, temperature or Kp. Use the flight condition checker and the rain radar for those.
  • It does not know your aircraft. Compare the numbers with your drone's own wind limit using the drone wind calculator, and check wind at altitude for the height you will really fly at.

To understand why forecasts differ in the first place, read why weather apps show different wind forecasts.

It depends on the hour and the place: a few hours ahead is usually close, several days ahead can shift a lot, especially for wind and gusts. This tool shows how much the models disagree for your exact hour, which is a direct signal of how much the forecast can move.

The weather models give noticeably different wind or gust values for that hour. The forecast is uncertain, not necessarily bad: plan around the range, keep a bigger margin and check again closer to the flight.

It depends on the hour and the place. Forecasts a few hours ahead are usually close; forecasts several days ahead can shift a lot, especially for wind and gusts. Rather than quote an accuracy figure that would not apply to your site, this tool shows you how much the models disagree for your exact hour, which is a direct signal of how much the forecast can move.

It means the weather models give noticeably different wind or gust values for that hour. The forecast is uncertain, not necessarily bad. Plan around the range, keep a bigger margin, and check again closer to the flight.

No. High confidence means the models agree with each other. The wind they agree on can still be above your drone's limit, and local effects can differ from all of them. Always compare the value with your aircraft's wind rating and use your own judgement on site.

ECMWF IFS, NOAA GFS and DWD ICON, three independent global models run by different weather services, delivered through Open-Meteo. They are the same models behind the model picker on the main dashboard.

Yes. "Copy link" creates a link to a read-only page for that place and hour. It needs no account, and it recalculates from current data each time it is opened, so it never shows an out-of-date forecast.

Planning an actual flight?
Check current weather, wind, gusts and wind at altitude for your exact time and place with UAV Meteo.
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