Ask around, though, and it's obvious Panarin's impact in Columbus, especially in these playoffs, goes well beyond the obvious skill, shot and statistics.
There's the way he is playing away from the puck, a complete buy-in to the Blue Jackets team identity with structure, discipline and defense at the forefront.
"Every winning team has some sort of a dynamic player on their team and you appreciate that, but I think what's more impressive and what sticks with us is how hard he works," Blue Jacketss defenseman Seth Jones said. "He battles for pucks. He competes. You see him get physical when you need to be physical."
Atkinson gave Panarin credit for changing his game for the playoffs to become more of a full-ice player.
Panarin had no points and was a minus-6 in Games 4, 5 and 6 against the Washington Capitals in the first round last season. The Blue Jackets lost all three games to lose the series.
"He's defensively sound, in the right position," Atkinson said. "He's our best player other than goalie Sergei Bobrovsky] and it's good to see your best player want to make a difference on the defensive side. It kind of brings everyone into the fight. It proves to everyone that hey, if your best guy can do it everyone should be able to do it."
Then there's Panarin's impact off the ice, especially the effect it has on a 20-year-old like Dubois.
"I see him work every day in the gym and in practice and how serious he is," Dubois said. "He's a great example for a guy like me, a young guy that wants to get better. He's one of the best players in the NHL and one of the few gamebreakers in the NHL and he still works as if it's still his first year in the NHL."
It's all paying off for the Blue Jackets and serving as proof that keeping Panarin at the deadline could turn out to be the right move even if he leaves after this season.
They're not going to lose him for nothing because he's giving them everything he has now.
"Everybody sees the skill, everybody sees his stats," Dubois said, "but for me it's the fact that he can go from playing a decent game to making us win in two or three shifts."
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