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The future of forecasting: AI emerges as top hurricane model in 2025

Forecast models continue to improve

Generic hurricane (Image by WikiImages from Pixabay) (WikiImages via Pixabay)

ORLANDO, Fla. – While the 2025 Atlantic hurricane season may not have been the busiest in recent years, it did come with some noteworthy storms.

The season brought three Category 5 hurricanes, the second-highest total on record, with the bulk of the activity coming after the traditional peak in mid-September. That late-season surge, combined with several rapid intensification events, made forecasting extra challenging.

Behind every one of those forecasts is a combination of science-driven data and human experience.

While no single computer model gets it right every time, forecasters use it as a guide for forecasting a hurricane’s track and intensity.

According to a new report from the NOAA National Hurricane Center, track forecasts were a strong point in 2025, continuing a decades-long trend of improvement.

Forecast errors in 2025

Errors were lower than the recent average at all timeframes.

Track forecasts were better than the recent 5-year average at every time frame, continuing a long-term trend of improvement.

But intensity forecasts were tougher, with errors running significantly higher than normal, largely due to frequent rapid strengthening.

Top-performing models in 2025

Forecast track:

  • GDMI (Google DeepMind) stood out as the top performer
  • The official forecast (OFCL) performed and was the most consistent from run to run.
  • HCCA, HWFI & FSSE (hurricane/consensus models) were consistently strong and among the most reliable overall.
  • Models like GFS and HWRF struggled more, especially at longer ranges.
NHC: Atlantic Track Forecast Error in 2025

Forecast intensity:

  • GDMI (Google DeepMind) again led the pack, showing high accuracy across most timeframes.
  • The official forecast (OFCL) remained a top player running just below AI modeling.
  • HFAI and HFBI (hurricane-specific models) performed well, especially in the short to medium range.
  • GFS came in practically in last place in its intensity forecasting, too.
NHC: Atlantic Intensity Forecast Error in 2025