Crowds showed up this morning to watch as Punxsutawney Phil came out of his "burrow," only to see ... his shadow on 2-2-22. As the legend has it, that means six more weeks of winter weather. This is Phil the groundhog's has been forecasting the weather on Groundhog Day for more than 120 years, but just how good is he at his job?

Not very, it turns out.

Punxsutawney Phil was first tasked with predicting the upcoming spring weather in 1887, and the process hasn't changed much since. The Punxsutawney Groundhog Club, of Punxsutawney, Pennsylvania, takes care of Phil year-round, and on each Feb. 2, members of the club's Inner Circle rouse Phil at sunrise (this morning, they awakened him at 7:25 a.m.) to see if he casts a shadow. (Contrary to popular belief, Phil doesn't actually have to see his shadow; he just has to cast one to make his wintery prophecy.)

According to the Groundhog Club's records, the various incarnations of Punxsutawney Phil have predicted 107 forecasts of more winter and 20 early springs. There are nine years without any records, and even the Punxsutawney Area Chamber of Commerce, which keeps track of these things, doesn't know what happened to Phil during those years. Data from the Stormfax Almanac's data shows that Phil's six-week prognostications have been correct about 39% of the time.

Phil does a shade poorer when you check his performance against actual weather outcomes since 1969, when the accuracy of weather records is less in question, said Tim Roche, a meteorologist at Weather Underground. From 1969 on, Phil's overall accuracy rate drops to about 36%.

The groundhog's powers of prognostication are slightly better when he doesn't see his shadow, though. "When Phil predicted a short winter, he was much more likely to be right," Roche previously told Live Science. "Out of the 15 times that he didn't see his shadow and predicted an early spring, he got it right seven times. That's a 47% accuracy rate," he said at the time. 

This year, it seems, Phil may not have meteorology completely on his side, according to Accuweather meteorologists who said this morning, "While there is still plenty of winter weather in the pipeline, the light is starting to appear at the end of the tunnel with the arrival of spring right around the corner." For instance, Accuweather forecasters say the Arctic storms pummeling the Northeast and Midwest could come to a halt by March 1 (the beginning of meteorological spring), though in late March and April those regions could see some cold spells and snowstorms. 

So how does Phil stack up against human forecasters? "If Punxsutawney Phil is right 39% of the time, that's much, much worse than a climatological prediction," Roche said. "Even if you flip a coin, you'll still be right close to half of the time. That's a 50 percent accuracy rate. So you'll be better off flipping a coin than going by the groundhog's predictions."

Ouch. To rule out the possibility that Roche just has a thing against groundhogs, we checked Phil's performance with David Unger, a meteorologist at the National Weather Service. It looks like Phil probably won't be getting a job at the NWS any time soon, either.

"It's extremely difficult to give an estimate of how accurate climate predictions are," Unger told Live Science in 2011. "But compared to the terms with which Groundhog Day predictions are made, which are if the weather will be mild or not mild, then if our forecasts are about 60 percent accurate or higher, then we consider that to be a good estimate."

So there you go. The statistics suggest that you probably shouldn't delay that spring cleaning based on Punxsutawney Phil's forecast. Then again, what do you expect? Phil is a groundhog, after all.

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Editor's Note: This article was updated on Feb. 2, 2022, with Phil's new forecast.

Original article on Live Science.