While his shooting ability simply comes from natural talent, there are plenty of other things Tolvanen has learned since the Predators selected him with the 30th overall pick in the 2017 NHL Draft.
The Preds were already enthusiastic when the young Finn was still available late in the first round back then, and the hype grew when Tolvanen set KHL records for goals (19) and assists (17) in a season by a teenager when he played for Jokerit during the 2017-18 campaign.
In the midst of that stellar season, Tolvanen competed for Finland in the 2018 PyeongChang Olympics and had nine points (3g-6a) in five games. In addition to outscoring notable names such as Ilya Kovalchuk and Pavel Datsyuk, he posted the second-highest point total by an under-19 player in Olympic history.
He played three games for the Preds during the spring of 2018 - less than a year after Nashville drafted him - but Tolvanen's transition on this side of the Atlantic Ocean needed time to develop.
Tolvanen's first full season with the Milwaukee Admirals came in 2018-19 with 15 goals and 35 points to his name. He also scored his first NHL goal in four more games with the Preds, and in 2019-20 with the Ads, Tolvanen became a 20-goal scorer - 21 to be exact - in his best professional season yet.
The Predators remained high on their prospect, and the organization was hopeful he would be ready to prove he belonged on the NHL roster in 2021. With a power-play goal like he scored on Tuesday, staying in the lineup shouldn't be a problem.
"He's on our unit, so I know if I can just try to find him through that seam, it'll be in the back of the net, there's almost a guarantee on that," Forsberg said of Tolvanen. "He definitely needs to shoot it more, and I think he's been playing well. He's been working really hard, I think he's been way more physical than I thought he could be - he's actually pretty strong, he doesn't look that big, but he's a strong boy - and he's got an elite shot and obviously proved it on that shot."