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
38Mathis PrestonFWHL18.1ANA*26′ #500.9322.865%3.7y @21.8
03383
35.2
233Noah KosickFWHL18ANA*26′ #1920.8320.447%4y @22
01958
25.1
684Tarin SmithDWHL20.4ANA*24′ #791.0926.940%2.8y @23.2
0038
13.8
840Brady TurkoFWHL18.9ANA*25′ #2000.5513.423%4.6y @23.5
0046
11.5
38. Mathis Preston65% NHL · 3.7y
J.T. Compher 13#3552 pk658 GP
Eeli Tolvanen 17#3046 pk423 GP
Scott Laughton 12#2045 pk745 GP
Jarrod Maidens 12#82never stuck0 GP
Daniel Sprong 15#4657 pk374 GP
233. Noah Kosick47% NHL · 4y
Jarrod Maidens 12#82never stuck0 GP
Tyler Moy 15#175never stuck0 GP
Hudson Fasching 13#11832 pk175 GP
J.T. Compher 13#3552 pk658 GP
Thomas Di Pauli 12#100never stuck2 GP
684. Tarin Smith40% NHL · 2.8y
Joshua Mahura 16#8525 pk278 GP
Calen Addison 18#5338 pk152 GP
Mikey Anderson 17#10326 pk425 GP
Madison Bowey 13#5326 pk158 GP
Chad Krys 16#45never stuck0 GP
840. Brady Turko23% NHL · 4.6y
Luke Johnson 13#134never stuck32 GP
Dominik Kubalik 13#19156 pk357 GP
Jonne Tammela 15#118never stuck0 GP
Matthew Deblouw 12#186never stuck0 GP
Shane Eiserman 14#100never stuck0 GP