Stas Pupkov

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So far Stas Pupkov has created 149 blog entries.

Analytics Advantage: Edvinsson’s Usage; Finnie’s Multi-Category Appeal; Mantha’s Efficiency; Olofsson’s Varying Value, and More

By |2025-10-31T07:32:37-04:00October 31st, 2025|Analytics Advantage|

This week’s standouts mix skill efficiency with strong deployment trends — whether it’s a playmaker finally surrounded by talent, a rookie converting hustle into offense, or a veteran rediscovering form through simplified usage. Player Data is from Natural Stat Trick with Yahoo roster percentages via Frozen Tools. Line combinations and power-play deployment via Daily Faceoff [...]

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Analytics Advantage: Hot Starts for Gauthier, Heineman, Malkin, Mercer, and Walman

By |2025-10-27T11:46:56-04:00October 27th, 2025|Analytics Advantage|

Early slates often expose who’s winning the per-minute battle. This week’s five standouts share a theme: elite efficiency paired with usage that’s either already strong or clearly trending up. From Cutter Gauthier’s sophomore leap to Evgeni Malkin’s age-38 playmaking clinic, these profiles highlight where per-60 production and deployment intersect to create actionable fantasy edges. How [...]

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Analytics Advantage: Early-Season Usage for Neighbours, Nazar, Tomasek, Cuylle, and More

By |2025-10-17T06:37:37-04:00October 17th, 2025|Analytics Advantage|

The opening stretch of the season is where opportunity hides in plain sight. Ice-time bumps, new linemates, and early coaching tweaks can swing fantasy value fast — especially for players who’ve stepped into bigger roles right out of camp. These eight names have turned heads with sustainable usage or production through mid-October. Some will stick. [...]

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Analytics Advantage: Great Early Roles for Coronato, Bolduc, Rinzel, Iafallo, Norris, and More

By |2025-10-09T06:30:00-04:00October 9th, 2025|Analytics Advantage|

The opening week of the season always brings opportunity. Injuries, new line combos, and early experimentation have pushed several players into premium roles — some temporary, others potentially season-shifting. These 10 low-rostered names have landed in fantasy-friendly spots to start 2025–26. Some will stick. Some will fade. But this is when savvy managers get ahead [...]

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Analytics Advantage: Early Success and Upside Potential for Bedard, Michkov, Celebrini, and Coronato

By |2025-10-02T07:14:35-04:00October 2nd, 2025|Analytics Advantage|

The 2025–26 season is shaping up as a test case for how different kinds of young talent translate in fantasy hockey. Connor Bedard has already proven he can drive play on a weak Chicago roster, piling up elite per-60 production despite a below-average shooting percentage and limited support. Matvei Michkov enters Philadelphia with a chance [...]

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Analytics Advantage: Nikolaj Ehlers Poised For Career Year in Carolina

By |2025-09-25T07:42:10-04:00September 25th, 2025|Analytics Advantage|

For years, Nikolaj Ehlers has been one of the NHL’s most efficient scorers on a per-minute basis, but limited usage in Winnipeg kept his totals capped in the 60-point range. Carolina changes that equation. Early preseason looks have him alongside Sebastian Aho and Seth Jarvis on the top line, with top power play duties as [...]

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Analytics Advantage: Potential Bust and Breakout Performers in Multi-Category Leagues

By |2025-09-18T07:36:53-04:00September 18th, 2025|Analytics Advantage|

This week’s Analytics Advantage takes a different angle: using percentile ranks to compare players not just by points, but across the full set of fantasy-relevant categories. By scaling per-60 production and peripherals to position-specific percentiles, we can see who truly separates from the pack in goals, assists, shots, hits, blocks, and ice time. From there, [...]

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Analytics Advantage: The NHL’s Changing Landscape Across Goal Scoring, Shots, and Efficiency

By |2025-10-05T18:11:05-04:00September 11th, 2025|Analytics Advantage, The Analytics Advantage|

This week’s edition zooms out from individual player trends to the league itself. Over more than a century of NHL history, the numbers tell a clear story: the game changes in eras, not in a straight line. Scoring booms, defensive clamps, rule resets, and modern surges all leave their fingerprints on league-wide rates. The line [...]

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Analytics Advantage: Fantasy Upside for New Acquisitions in Marner, Ehlers, Zegras, Dobson, and More

By |2025-09-05T05:48:38-04:00September 5th, 2025|Analytics Advantage|

This week’s edition shifts focus to player movement. With several notable names landing on new teams this offseason, the question for fantasy managers is how those skill sets translate in a different environment. To dig in, I’m leaning on all-situations, per-60 rates compared against position-specific league averages. This strips out raw ice time inflation and [...]

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