Analytics Advantage

Analytics Advantage: Advanced NHL Metrics and Predictive Fantasy Strategy
Welcome to the Analytics Advantage, the home of data-driven fantasy hockey at DobberHockey. In the modern era, winning a championship requires looking beyond the box score. This category is dedicated to the study of advanced NHL metrics—including Corsi, Fenwick, PDO, and Expected Goals (xG)—to identify the underlying trends that dictate future performance.

Decoding the Data
Curated by our resident data expert Stas Pupkov, the Analytics Advantage provides a filtered look at the league’s most complex numbers:

Regression Analysis: Identifying players whose current production is unsustainable due to outlier shooting percentages or “puck luck” (PDO).

Deployment Metrics: Analyzing offensive zone starts (oZS%), quality of competition (QoC), and time on ice (TOI) to find hidden value.

Predictive Modeling: Using advanced counting stats to forecast breakouts before they appear on the standard scoring leaders list.

Goalie Analytics: Deep-dives into High-Danger Save Percentage (HDSV%) and Goals Saved Above Expected (GSAx) to find reliable anchors for your crease.

Powered by Frozen Tools
The Analytics Advantage leverages the massive data engine of Frozen Tools. By translating raw NHL data into clear, strategic advice, we help you eliminate the guesswork from your roster management. Whether you are looking for a trade-high candidate or a diamond-in-the-rough waiver add, our analytical approach ensures your decisions are backed by logic and math.

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

By Stas Pupkov|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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Analytics Advantage: Stable Production from Coyle, Protas, and Cirelli; Peripheral Upside for Zadorov, and More

By Stas Pupkov|2026-03-20T07:11:09-04:00March 20th, 2026|Analytics Advantage|

Fantasy playoff weeks are about floor, not ceiling. You're not chasing breakout candidates anymore; you're looking for guys whose roles guarantee them enough ice time and situation-specific usage to move the needle across a 4-game week. That means power-play exposure you can count on, peripheral categories that accumulate even when the scoresheet is blank, and [...]

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Analytics Advantage: Usage and Role Providing Value for Lafrenière, Drysdale, Snuggerud, and More

By Stas Pupkov|2026-03-13T07:30:25-04:00March 13th, 2026|Analytics Advantage|

Fantasy playoffs don’t reward “good players” , they reward usable roles. At this point in the season, you’re hunting for three things: top-unit power-play exposure, minutes that won’t disappear after one mistake, and category floor that survives a quiet night. This week’s batch is built around that logic: Alexs Lafreniere is the classic “new pecking [...]

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Analytics Advantage: Stable, Productive Usage for Copp, Ehlers, Sennecke, and Lindell; Parekh’s Opportunity

By Stas Pupkov|2026-03-06T07:16:00-05:00March 6th, 2026|Analytics Advantage|

Fantasy playoffs are here (or right around the corner), which means roster decisions get brutally simple: follow role, follow schedule, and stream categories on purpose. The names below are a mix of “boring but winning” glue pieces, real upside shots with bankable deployment, and one stash-style bet where the situation just changed overnight. The goal [...]

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Analytics Advantage: Deployment Importance for Carlsson, Laferriere, Lindholm, Toews, and Moser

By Stas Pupkov|2026-02-27T07:20:05-05:00February 27th, 2026|Analytics Advantage|

The Olympic break is over, the games matter again, and this is the part of the season where fantasy value swings hardest on role. Coaches tighten rotations, contenders lean heavier on their best players, and “nice to have” deployment turns into “this guy is actually usable” deployment fast. This week’s list is five names that [...]

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Analytics Advantage: Hypothetical All-Star Teams and Top Performers at 5-on-5, Including Gauthier, Matthews, Guenther, Arvidsson, and More

By Stas Pupkov|2026-02-20T07:22:04-05:00February 20th, 2026|Analytics Advantage|

As the Olympic break comes to an end, I wanted to do a special edition of Analytics Advantage. This week is split into two parts. First, I put together a “what if” scenario: what the NHL All Star Game might have looked like this season if it was hosted on Long Island. Second, I shift [...]

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Analytics Advantage: Detailing Players Returning from Injury & on the Trade Block

By Stas Pupkov|2026-02-12T22:37:02-05:00February 13th, 2026|Analytics Advantage|

This week is a batch of players who are set to return from injury, so I wanted to highlight them and put them on your radar while we’re in the break. It’s also a good time to check in on the trade market, because a move can instantly change a player’s role, deployment, and fantasy [...]

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Analytics Advantage: Context and Usage for Chinakhov, Duchene, Dubois, Marchessault, and Gavrikov

By Stas Pupkov|2026-02-06T05:48:43-05:00February 6th, 2026|Analytics Advantage|

This week’s list is about roles that actually matter, not chasing the last box score. Every player here has either gained meaningful opportunity (more minutes, better linemates, real PP time) or is producing despite a role that deserves closer scrutiny. The focus is signal over noise: ice time, power-play usage, and lineup context that can [...]

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Analytics Advantage: Important Roles or Top Usage for Coyle, Granlund, Samuelsson, and More

By Stas Pupkov|2026-01-31T00:58:52-05:00January 30th, 2026|Analytics Advantage|

This week’s list is built around role changes that actually matter. Some of these players are producing because their deployment has shifted, more power-play time, more minutes, better line mates, or a clearer spot in the lineup. Others are here because the points have cooled off while the underlying usage still supports a rebound. The [...]

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Analytics Advantage: Fantasy Opportunities for Tarasenko, Duclair, Nazar, Manson, and Walman

By Stas Pupkov|2026-01-23T05:49:33-05:00January 23rd, 2026|Analytics Advantage|

Next week’s group is largely shaped by opportunity rather than long-term certainty. Injuries, temporary promotions, and shifting line combinations have opened short windows where a handful of players are seeing more ice time, better line mates, or power-play looks than they usually get. Some of these roles will disappear quickly as lineups settle, but others [...]