But do they have enough to take it even further this postseason?
Edmonton finished its regular season with its ninth straight win, 5-2 against the San Jose Sharks at Rogers Place on Thursday. The win was the Oilers' 50th, a number they hadn't reached since 1986-87. Their success rate on the power play (32.4 percent) was the best since the NHL began keeping the stat in 1977.
The Oilers have three players with 100 points (Connor McDavid, 153; Leon Draisaitl, 128; Ryan Nugent-Hopkins, 104), the first time that's happened since the 1995-96 Pittsburgh Penguins; they have four 30-goal scorers; and goalie Stuart Skinner is 10-0-1 in his past 10 starts and was named the NHL rookie of the month for March.
ESPN analyst Mark Messier likes what he sees and feels they may be equipped for an even better outcome this season.
"The Oilers made it to the conference final last year with a much weaker team than they are this year," he said Thursday. "They're much improved, deeper, bigger, heavier. The additions of [defensemen] Vincent Desharnais and Mattias Ekholm were huge pieces that were really needed to fortify the defense and give it some power. I keep going back to two months of playoff hockey ... you've got to have a big, strong, solid team to sustain that kind of play for two months. I think they're the hottest team going into the playoffs, which is always a great sign.
"I think their strongest competition will be the Colorado Avalanche, who, again, have made a lot of changes from the team they were last year so they're not the same team."