Prospect Rankings

Ranked by expected peak NHL production — not by junior points. Each prospect is matched to the players drafted 2012–2018 whose draft-stage profiles his most resembles, and carries what actually became of them: how many made it, when they arrived, and how good they got.

How this is built. Each prospect's draft-stage profile — league-adjusted scoring (NHLe), his age that season, goal share, pedigree — is matched against every player drafted 2012–2018, including the ones who never made it. What you see is what happened to his 40 closest matches: P(NHL) is the share who reached 100+ NHL games, ETA the median age they became regulars, and the band their 25th–90th percentile peak scoring pace. The rank itself is the mean peak pace across all matches, busts counted as zero — so a flashy profile whose comps washed out ranks below a steadier one whose comps stuck.
Two stages, matched separately: a junior is compared to other juniors; an AHL/pro prospect (the PRO tag) to players who were at the same stage — so a 22-year-old producing in the AHL isn't judged against 18-year-olds. Pool: 1324 drafted players (734 with a pro-stage season), 32% made the NHL — the base rate any prospect is measured against. Skaters only: there is no NHLe for a goalie.
#PlayerPosLeagueAgeOrgDraftP/GPNHLeP(NHL)ETAUpside bandScore
1Gavin McKennaFNCAA18.7TOR26′ #11.4649100%0.9y @19.6
5380113
77.8
345Nicholas MoldenhauerFNCAAPRO22.2TOR*22′ #950.7826.147%1.5y @23.7
02448
21.6
743Brandon LisowskyFNCAAPRO22.4TOR*22′ #2180.4816.323%0.8y @23.2
0048
12.9
879Hudson MalinoskiFNCAAPRO22.3TOR*23′ #1530.421423%1.4y @23.7
0031
11
1502William BelleFNCAA19.6TOR*25′ #1370.12412%6.3y @25.9
0027
4.7
1. Gavin McKenna100% NHL · 0.9y
Sam Reinhart 14#294 pk839 GP
Nail Yakupov 12#153 pk350 GP
Connor McDavid 15#1154 pk794 GP
Leon Draisaitl 14#3131 pk855 GP
Nico Hischier 17#181 pk609 GP
345. Nicholas Moldenhauer47% NHL · 1.5y
Connor Dewar 18#9232 pk316 GP
Garrett Pilon 16#87never stuck3 GP
Aleksi Saarela 15#89never stuck9 GP
Semyon Der-Arguchintsev 18#76never stuck1 GP
Mason Shaw 17#97never stuck82 GP
743. Brandon Lisowsky23% NHL · 0.8y
Pavel Koltygin 17#176never stuck0 GP
Joel Vermin 13#186never stuck24 GP
Gabriel Fontaine 16#171never stuck0 GP
Cameron Hughes 15#165never stuck5 GP
Yegor Sharangovich 18#14159 pk438 GP
879. Hudson Malinoski23% NHL · 1.4y
Marián Studenic 17#143never stuck46 GP
Cole Ully 13#131never stuck0 GP
Brad Morrison 15#113never stuck0 GP
Roy Radke 15#164never stuck0 GP
Gemel Smith 12#104never stuck91 GP
1502. William Belle12% NHL · 6.3y
Nick Pastujov 16#193never stuck0 GP
Linus Lindstrom 16#96never stuck0 GP
Jacob Jackson 13#201never stuck0 GP
Semyon Kizimov 18#211never stuck0 GP
Maxim Mamin 16#175never stuck73 GP