Stas Pupkov

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So far Stas Pupkov has created 149 blog entries.

Analytics Advantage: Reviewing the Vegas-Anaheim and Colorado-Minnesota Second Round Series

By |2026-05-15T11:38:58-04:00May 16th, 2026|Analytics Advantage, Latest|

The Western side of the playoff bracket had some potential for drama, but neither series went the distance as the Colorado Avalanche dispatched of the Minnesota Wild in five games while the Vegas Golden Knights toppled the Anaheim Ducks in six. How did Colorado and Vegas managed to combine for just six losses and setup [...]

Analytics Advantage: Review of the Carolina Hurricanes’ Sweep and Assessing the Montreal-Buffalo Series

By |2026-05-15T11:39:16-04:00May 15th, 2026|Analytics Advantage|

The Eastern Conference semi-final is half-finished with the Carolina Hurricanes completing the sweep of the Philadelphia Flyers while the Montreal Canadiens and Buffalo Sabres have Game 6 on tap for tonight. How did the Hurricanes managed to take four straight games off the Flyers, and how did the Canadiens and Sabres get to this point? [...]

Analytics Advantage: Reviewing Buffalo/Boston, Vegas/Utah, and Setting Up Montreal/Tampa Bay Game 7

By |2026-05-02T07:03:47-04:00May 2nd, 2026|Analytics Advantage|

Three of the eight first-round series were still active as of Friday. Buffalo led Boston 3–2, Montreal led Tampa Bay 3–2, and Vegas led Utah 3–2. The results from those three games shaped the second round bracket matchups. Part 1 broke down the five closed series through a full PDO and shot-quality lens. The last [...]

Analytics Advantage: Reviewing Carolina/Ottawa, Philadelphia/Pittsburgh, Anaheim/Edmonton, and More

By |2026-05-02T06:05:32-04:00May 2nd, 2026|Analytics Advantage|

Round 1 Verdicts: What the Data Says About Five Closed Series Five of the eight first-round series have ended. That gives us something we did not have a week ago: enough evidence to explain why teams advanced and why teams went home, rather than guessing which way a series might tilt. The closeouts in this [...]

Analytics Advantage: Usage, Special Teams, and Shot Volume in the 2026 NHL Playoffs

By |2026-04-24T06:46:30-04:00April 24th, 2026|Analytics Advantage|

The playoffs are still young, so the trick is separating what matters from what is just early-series noise. Two-game samples are not trends. Three games are not destiny. But usage moves, special teams gaps, goalie baselines, and shot volume can already tell us why a series is tilting one way. No shot maps here. The [...]

Analytics Advantage: First-Round Preview Between the Philadelphia Flyers and Pittsburgh Penguins

By |2026-04-17T07:07:27-04:00April 17th, 2026|Analytics Advantage|

Honestly, it's a surprise to most people that either of these teams even made the playoffs, let alone both. This matchup wasn't circled in August or even in December — it came together late, and now it's the Pennsylvania rivalry we didn't see coming. The City of Brotherly Love versus the Steel City. A Metropolitan [...]

Analytics Advantage: Previewing a Potential Montreal Canadiens-Tampa Bay Lightning First Round Playoff Matchup

By |2026-04-10T06:18:29-04:00April 10th, 2026|Analytics Advantage|

This one is the generational clash. Tampa Bay has Andrei Vasilevskiy, Nikita Kucherov, Jake Guentzel, and Brayden Point — veterans who know what playoff hockey costs. Montreal has Cole Caufield, Nick Suzuki, Lane Hutson, Juraj Slafkovsky, and Ivan Demidov — the young core that has picked up the pieces along the way. Tampa's average age [...]

Analytics Advantage: Waiver Pickups Including Chinakhov, Sanheim, Levshunov, and More

By |2026-03-27T07:40:07-04:00March 27th, 2026|Analytics Advantage|

Week 23 is the last week that matters, so I’m keeping this one simple: you’re not hunting “best players,” you’re hunting the most usable points that are still sitting on the wire. Schedule is the cheat code here. Pittsburgh being the only team with five games is a massive edge in a Finals matchup, even [...]

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