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, radar charts give a quick snapshot of player profiles, making strengths and weaknesses easy to compare side-by-side.

With that framework in place, today's piece is split into three parts. First, a "Bust Watch" where we flag high-ADP players who may not be as strong across the board as their draft slot suggests. Next, a "Breakout Watch" for middle-round picks with elite category percentiles pointing toward upside.

Bust Watch: Steven Stamkos and Mika Zibanejad Risk Flags

Even with long track records of production, both Stamkos and Zibanejad show percentile gaps that make them riskier than their ADP suggests.

Mika Zibanejad (New York Rangers) – His playmaking is still elite (88th percentile in assists/60, 82nd in points/60), but the peripherals fall off. Hits and blocks are well below average, which caps his floor in banger formats. He's a reliable scorer in the right build, but not a multi-cat anchor.

Steven Stamkos (Nashville Predators) – The shot and finishing skill is still there (82nd percentile in goals/60, 81st in shooting%), but everything else is sliding. His goal involvement rate (IPP) is below average, and he adds little in physical categories. Despite heavy offensive deployment, his overall percentile profile puts him closer to depth scorer value than early-round lock.

Fantasy Takeaway: Both Zibanejad and Stamkos are still usable pieces, but they're less well-rounded than the names around them in drafts. Managers banking on them need to balance their rosters with stronger multi-category options elsewhere.

Breakout Watch — Player Spotlights

Nazem Kadri (Calgary Flames)

Kadri checks every mid-round upside box: 98th-percentile shots/60, top-quartile FPPG, heavy minutes, and elite rush involvement. The volume is real—over ten shots per 60—so even average finishing yields bankable scoring. He won't help in hits or blocks, but zone starts and IPP say he's involved when Calgary scores. Draft as a steady multi-cat scorer whose rate profile supports another 65- to 70-point season with spikes when the shot luck runs hot.

Matvei Michkov (Philadelphia Flyers)

His rookie year grades 90th-percentile in shots/60 with top-decile assists and points rates. Deployment already tilts offensive, and his IPP suggests he's in the middle of Flyers goals when he's out there. Peripherals are light (hits/blocks), so he pops most in points or shots-weighted formats. If PP1 minutes stick, there's clear runway to outperform a middle-round ADP on rate production alone.

Dylan Guenther (Utah Mammoth)

Guenther brings legit scoring punch: 93rd-percentile goals/60, 98th-percentile shots/60, and upper-quartile points/60. He's not a banger, but the shot volume and strong OZ starts create a clean path to counting stats. Treat him as a rising mid-round winger with 30-goal potential if the role holds—perfect for managers leaning into volume shooting.

Pavel Dorofeyev (Vegas Golden Knights)

One of the slate's best sleepers. Dorofeyev's 99th-percentile shots/60 paired with top-tier goal rate screams undervalued finisher. Playmaking and peripherals are lighter, but rebounds created and rush attempts are excellent—he manufactures dangerous looks. If he rides in the top six with PP looks, he's a classic late-round value who can swing matchups on shot volume alone.

Noah Dobson (Montreal Canadiens)

For blue-line upside, Dobson's profile is exactly what you want: 98th-percentile shots/60, 90^th percentile FPPG, strong TOI, and high involvement (IPP) in on-ice scoring. Hits are middling, blocks are fine, but the shot rate separates him from replacement-level D. In leagues that reward volume, he's a priority target—safe floor with legitimate ceiling if PP usage trends up.

Closing Thoughts

Percentile profiles don't replace box scores, but they sharpen them. Instead of only chasing points, this lens highlights which players truly drive value across categories, and which names might leave hidden gaps. The "Bust Watch" flagged former early-round picks like Stamkos and Zibanejad who may not anchor multi-cat builds the way their ADPs suggest. The "Breakout Watch" spotlighted Kadri, Michkov, Guenther, Dorofeyev, and Dobson as mid-round targets with elite rate stats that can tilt matchups.

The takeaway is simple: drafting with percentiles in mind helps balance rosters. It points to where proven names may be riskier than they appear, and where emerging players are quietly pushing into premium fantasy territory. For managers preparing for the grind of a full season, that extra context can be the edge between holding steady and pulling ahead.