Models turn cold on development odds for invest 96L this week

Could Invest 96L be another false start for the Atlantic hurricane season?

Invest 96L – a strong tropical wave plodding westward through the eastern Atlantic – has changed little in organization since Tuesday as model support for development this week continues to wane.

Leer en español

The modeling suites that were originally gung-ho on 96L’s development this week – notably the legacy physics-based Euro and American GFS models, the latter of which catapulted 96L into a hurricane in its forecast yesterday – have backed off considerably in recent cycles, showing 96L struggling throughout its journey this week across the deep tropical belt between Africa and the Caribbean.

As a result, the National Hurricane Center nudged down its development odds for 96L from high to medium early Wednesday.

That said, 96L for now remains a healthy disturbance and it wouldn’t take much additional organization for it to clear the hurdles to become a tropical depression or named storm today or tomorrow before environmental conditions become less conducive into the weekend.

The next name on the list is Dolly.

Google DeepMind first on and first off

Google’s DeepMind machine-learning based ensemble system – which had a banner, breakthrough year in 2025, becoming the new gold-standard hurricane forecast system – has been consistently first to sniff out new systems but also been consistently first to drop development odds when the picture turns less conducive.

This bellwether behavior has been true for 96L as well. When most other modeling camps insisted on the possibility of significant development this week, DeepMind balked, yesterday showing next to no chance of formation this week.

Overall development odds for 96L from DeepMind have fallen from 60% a few days ago to 40% yesterday to around 20% today. The now low odds don’t come until the disturbance is over the southwestern Atlantic and near the Bahamas in about a week, a scenario the model has been promoting for several days.

Invest 96L Probability of the center of a tropical cyclone developing from 96L passing to withing about 75 miles of a given location along with genesis points (warmer colors = genesis further out in time) from Google’s DeepMind machine learning-based 1,000-member ensemble system. The forecast system shows no development this week and only low odds of development with the disturbance as it nears the Bahamas for the middle part of next week. Development odds from DeepMind have largely trended down in recent days.

The odds are low and the trend is lower today than yesterday for this late-blooming scenario, but it’s one we’ll watch given the disturbance’s proximity to Florida and the U.S. next week.

AL96 Major hurricane forecast model tracks for Invest 96L as of Wednesday morning. With models turning weaker, the overall trend in forecast tracks has been westward, similar to the earlier Google DeepMind runs. Credit: weathermodels.com

This is beyond El Niño’s shear-induced moat over the central Atlantic and in a region where waters are at record or near-record warmth for the time of year so it’s worth following the trends.

Models Record or near-record warm (hatched areas) water temperatures for the time of year showing unusually warm waters over the Gulf and east of Florida across the subtropical Atlantic. Credit: cyclonicwx.com

The odds remain low and they’ve trended a little lower since yesterday so it’s nothing for us to worry about at this point.

Will 96L break through or fumble this week?

We’ll have to give this one some time and see how it plays out this week. As we discussed in yesterday’s newsletter, the harder it falls this week, the better, as a weaker system will have less time to recover on the other side of the shear zone next week.

Wind shear zone Forecast wind shear departure from average (warmer colors = stronger than average shear, cooler colors = lower than average shear) for this Saturday, August 29th. Invest 96L or what forms from it will cross into the high shear zone Friday into the weekend, which should put the lid on development or any strengthening until it reaches the southwestern Atlantic around the middle of next week. Credit: TropicalTidbits.com

Intensity models generally limit any organized development to tropical depression or low- mid-tier tropical storm strength the next few days. But again, it’s left to be seen if 96L will even cross these entry-level development thresholds before it hits a sizeable roadblock this weekend.

Interests in the eastern Caribbean islands should continue to monitor the forecast this week but right now 96L or what comes of it does not pose a significant threat.

95L no more

The development window for the disturbance in the middle North Atlantic previously designated Invest 95L quickly closed Tuesday and the remnant low-pressure area is being ushered out to sea by strong jet stream winds today.

Copyright 2026 by WPLG Local10.com - All rights reserved.

About The Author
Michael Lowry

Michael Lowry

Michael Lowry is Local 10's Hurricane Specialist and Storm Surge Expert.