A powerplay that surged 12 spots up to 10th league-wide. A PK that fast-tracked even more impressively, from 30th and dead last to 12th.
The stubborn belief of Gulutzan and his staff in sticking with the blueprint during the difficult moments and having their faith pay off.
Against the Ducks, they ran into a large, ornery, skilled team rounding into peak form - points in 14 straight to close the season - buoyed by a playoff-tested corps group.
Anaheim's chosen slogan for these playoffs, modelled on sweatshirts in its dressing room - Always the Hard Way - actually fit the Flames more aptly, as events played out.
Discipline issues killed them in the series opener. A ridiculous deflection off Lance Bouma's right skate decided the outcome two nights later, followed by the vanishing three-goal lead in Game 3. Then staring down the barrel of elimination, a poor goal off the hop set them back on their heels Wednesday night and they were never able to fully recover.
They didn't do themselves any favours; were, in many ways, their own worst enemies.
Then again, so often that's the difference between playoff success and disappointment. Take note for future reference.
"You can't discredit the opposition, the Calgary Flames, and the way they played against us,'' said Ducks' coach Randy Carlyle in summation. "They were true to their word that they probably deserved a better fate."
Small solace. But in this case, nonetheless true.
Now, naturally enough, attention immediately shifts to off-season matters and re-configuring the club to be better.
With both Elliott and Johnson set to become UFAs this summer, the goaltending dynamic is, once more, under scrutiny, as skyscraper-sized, 23-year-old heir apparent Jon Gillies waits dutifully in the wings.
Dependable Deryk Engelland and late addition Michael Stone are also potentially free men as of July 1, as is Versteeg, who injected a whole lotta life into proceedings on a one-year deal.
Decisions must be made on all of them.