Rachel Doerrie is a professional data consultant specializing in data communication and modelling. She’s worked in the NHL and consulted for professional teams across North American and Europe. She hosts the Staff & Graph Podcast and discusses sports from a data-driven perspective.
The games are done for the top draft prospects; there is no hockey left to be played. A few players in the top 10 played until the last possible moment, making a lasting impression on scouts and executives at the Memorial Cup. With the combine taking place this week in Buffalo, New York, players will undergo physical testing and a rigorous interview process with interested teams. The combine allows teams to ask out-of-the-box questions, get a feel for the personalities of the players and, in some cases, understand the significance of injuries.
There is room for movement on the draft board because combine testing does impact model outputs. Furthermore, this list weighs scouting as 40% of the evaluation. The final ranking, which will be published June 23, will weigh scouting, projection, off-ice assessments and industry intel to varying degrees, which may see some players move up or down.
There are five parts of this set of rankings:
The rank, which accounts for attributed value based on projection, the confidence of the projection and scouting.
The NHL projection weighs the projection formula at 70% and scouting at 30%, and represents the most likely outcome for that player. The final edition of the rankings will include the player’s NHL ceiling.
The NHL floor uses the same formula and represents the worst outcome, above 10% probability of occurring. If a player has a 4% chance of never playing NHL games and an 11% chance of becoming a fourth-line winger or No. 7 defenseman, then those projections will be used for NHL floor. For some players in the draft, the floor is outside of the NHL, perhaps the AHL or KHL.
Projection confidence is based solely on the projection formula and forms two parts: confidence and volatility. The confidence has four tiers: High, fair, medium and low. This represents that confidence the model has that the player will reach the NHL projection for 200 or more NHL games. The level of confidence impacts the value of the player and, therefore, their rank. High confidence is above 80%, fair is 60% to 79%, medium is 35% to 59% and low is below 35%. The volatility has four categories: Low, slight, medium and high. Volatility relates to the range of outcomes a player has in their career. A player with a low volatility means there is a smaller range of outcomes for the NHL career, whether that is a No. 1 defenseman to top-pair defenseman, or third-line center to bottom-six forward. A player with high volatility has a wide range of outcomes, with relatively even distributions over the NHL projection. It could be related to a number of factors: the league they play in, their scoring if they changed leagues, injuries or a significant uptick/downturn in play. Many of these players are considered “raw” in their development curve.
Strengths are each player’s standout abilities.
“Boom or bust” is an all-encompassing phrase with confidence and volatility. It means the player either hits their NHL projection or is unlikely to play 200 NHL games. The difference between a low-confidence/high-volatility projection and a boom-or-bust projection is simple: It means injuries played a role in the projection, and the sample size makes it difficult to confidently project the player’s most likely outcome; or that the league in which the player plays does not have a successful history of producing NHL players.
One other consideration is the “Russian factor,” where skilled Russians are more likely to return to Russia if they fail to hit their NHL projection.
Here is how the top 64 prospects line up according to my model:
1. Matthew Schaefer, D, Erie (OHL)
NHL projection: No. 1 defenseman NHL floor: Top-pair defenseman Projection confidence: High confidence, low volatility Strengths: Mobility, puck moving, creativity, rush activation
2. Michael Misa, F, Saginaw (OHL)
NHL projection: Elite No. 1 center NHL floor: Second-line winger Projection confidence: High confidence, slight volatility Strengths: Offensive instincts, explosiveness, transition offense, two-way play
3. James Hagens, F, Boston College (NCAA)
NHL projection: First-line center NHL floor: Second-line center Projection confidence: Fair confidence, slight volatility Strengths: Transition play, speed, hockey sense, puck handling
4. Porter Martone, F, Brampton (OHL)
NHL projection: Second-line power forward NHL floor: Middle-six winger Projection confidence: High confidence, slight volatility Strengths: Playmaking, scoring, hockey sense, size
5. Caleb Desnoyers, F, Moncton (QMJHL)
NHL projection: Top-six, two-way center NHL floor: Third-line checking center Projection confidence: High confidence, medium volatility Strengths: Two-way play, quick hands, playmaking, efficient puck play
6. Anton Frondell, F, Djurgardens (Allsvenskan)
NHL projection: Second-line center NHL floor: Third-line scoring winger Projection confidence: Fair confidence, medium volatility Strengths: Versatility, two-way play, elite release, forechecking
7. Roger McQueen, F, Brandon (WHL)
NHL projection: First-line scoring center NHL floor: Injury-shortened career Projection confidence: Low confidence, high volatility Strengths: Speed, puck handling, quick release, size
8. Viktor Eklund, F, Djurgardens (Allsvenskan)
NHL projection: Top-six scoring forward NHL floor: Middle-six scoring forward Projection confidence: High confidence, medium volatility Strengths: Motor, transition offense, two-way play, off-puck play, hard skill
9. Jake O’Brien, F, Brantford (OHL)
NHL projection: Top-six playmaking center NHL floor: Middle-six scoring winger Projection confidence: Fair confidence, medium volatility Strengths: Playmaking, creativity, hockey sense
10. Jackson Smith, D, Tri-City (WHL)
NHL projection: Top-four defenseman NHL floor: Bottom-pair defenseman Projection confidence: Fair confidence, medium volatility Strengths: Physicality, transition defense, mobility, puck moving
11. Brady Martin, F, Sault Ste. Marie (OHL)
NHL projection: Second-line scoring forward NHL floor: Bottom-six power forward Projection confidence: Medium confidence, high volatility Strengths: Motor, wall play, physicality, hard skill, competitiveness
12. Radim Mrtka, D, Seattle (WHL)
NHL projection: Top-four shutdown defenseman NHL floor: Bottom-pair transition defenseman Projection confidence: Fair confidence, slight volatility Strengths: Size, stick positioning and use, hockey sense
13. Carter Bear, F, Everett (WHL)
NHL projection: Second-line versatile forward NHL floor: Third-line checker Projection confidence: Fair confidence, medium volatility Strengths: Playmaking, versatility, two-way play, motor
NHL projection: Second-line scoring forward NHL floor: Middle-six forward Projection confidence: Fair confidence, medium volatility Strengths: Powerful stride, playmaking, puck handling
15. Logan Hensler, D, Wisconsin (NCAA)
NHL projection: Second-pair transition defenseman NHL floor: Bottom-pair defenseman Projection confidence: High confidence, medium volatility Strengths: Gap control, mobility, transition play
16. Lynden Lakovic, F, Moose Jaw (WHL)
NHL projection: Middle-six scoring winger NHL floor: Bottom-six forward Projection confidence: Fair confidence, high volatility Strengths: Speed, finishing ability, hands, size
17. Kashawn Aitcheson, D, Barrie (OHL)
NHL projection: Second-pair defenseman NHL floor: Bottom-pair physical defenseman Projection confidence: Medium confidence, medium volatility Strengths: Physicality, competitiveness, aggression, strength
18. Braeden Cootes, F, Seattle (WHL)
NHL projection: Middle-six two-way center NHL floor: Bottom-six checking winger Projection confidence: Fair confidence, medium volatility Strengths: Two-way play, speed, anticipation, forechecking
19. Cameron Schmidt, F, Vancouver (WHL)
NHL projection: Second-line scoring winger NHL floor: AHL player Projection confidence: Boom or bust Strengths: Speed, puck handling, offensive instincts, finishing ability
20. Cole Reschny, F, Victoria (WHL)
NHL projection: Middle-six two-way center NHL floor: Bottom-six forward Projection confidence: Fair confidence, medium volatility Strengths: Two-way play, anticipation, quick hands, competitiveness
21. Cameron Reid, D, Kitchener (OHL)
NHL projection: Top-four transition defenseman NHL floor: Bottom-pair defensive defenseman Projection confidence: Fair confidence, high volatility Strengths: Skating, transition play, hockey sense
22. Cullen Potter, F, Arizona State (NCAA)
NHL projection: Top-six forward NHL floor: Bottom-six checking winger Projection confidence: Fair confidence, high volatility Strengths: Speed, agility, offensive play driving, elite release
23. Benjamin Kindel, F, Calgary (WHL)
NHL projection: Middle-six two-way winger NHL floor: Bottom-six checking winger Projection confidence: High confidence, medium volatility Strengths: Hockey sense, transition, two-way play
24. Malcolm Spence, F, Erie (OHL)
NHL projection: Third-line two-way winger NHL floor: Bottom-six winger Projection confidence: High confidence, slight volatility Strengths: High-end motor, two-way play, tenacity
25. Joshua Ravensbergen, G, Prince George (WHL)
NHL projection: No. 1 starting goaltender NHL floor: 1B tandem goaltender Projection confidence: High confidence, medium volatility Strengths: Anticipation, crisp movements, competitiveness, lateral agility
26. Blake Fiddler, D, Edmonton (WHL)
NHL projection: Second-pair defenseman NHL floor: Bottom-pair physical defenseman Projection confidence: High confidence, medium volatility Strengths: Transition defense, in-zone defensive play, size, mobility
27. Sascha Boumedienne, D, Boston University (NCAA)
NHL projection: Second-pair two-way defenseman NHL floor: Bottom-pair offensive specialist Projection confidence: Medium confidence, high volatility Strengths: Skating, stick play, transition play, slap shot
28. Jack Murtagh, F, USNTDP (USHL)
NHL projection: Third-line power forward NHL floor: Fourth-line forward Projection confidence: Fair confidence, slight volatility Strengths: Motor, shooting, hard skill, straight-line speed
29. Jack Nesbitt, F, Windsor (OHL)
NHL projection: Middle-six two-way center NHL floor: Fourth-line defensive center Projection confidence: Fair confidence, medium volatility Strengths: Strength, size, competitiveness, two-way play
30. Bill Zonnon, F, Rouyn-Noranda (QMJHL)
NHL projection: Third-line two-way forward NHL floor: AHL player Projection confidence: Medium confidence, medium volatility Strengths: High-end motor, raw playmaking, competitiveness, puck battles
31. William Moore, F, USNTDP (USHL)
NHL projection: Third-line forward NHL floor: NHL depth player Projection confidence: Medium confidence, medium volatility Strengths: Puck protection, skating, offensive instincts, puck skill
32. Ryker Lee, F, Madison (USHL)
NHL projection: Middle-six playmaker NHL floor: Bottom-six scoring depth Projection confidence: Boom or bust Strengths: Hockey sense, creativity, puck handling, one-timer
33. Nathan Behm, F, Kamploops (WHL)
NHL projection: Middle-six scoring forward NHL floor: Bottom-six scoring depth Projection confidence: Fair confidence, medium volatility Strengths: Playmaking, shooting, creativity
34. Milton Gastrin, F, Modo (J20 Nationell)
NHL projection: Third-line two-way center NHL floor: Fourth-line center Projection confidence: Fair confidence, low volatility Strengths: Defensive play, two-way instincts, motor
35. Shane Vansaghi, F, Michigan State (NCAA)
NHL projection: Third-line power forward NHL floor: Bottom-six checking forward Projection confidence: High confidence, slight volatility Strengths: Physicality, strength, competitiveness, puck skill
36. Jakob Ihs-Wozniak, F, Lulea (J20 Nationell)
NHL projection: Middle-six scoring forward NHL floor: Third-line scoring depth Projection confidence: Medium confidence, medium volatility Strengths: Playmaking, finishing ability, offensive instincts
37. Jack Ivankovic, G, Brampton (OHL)
NHL projection: Platoon starting goaltender NHL floor: High-end NHL backup Projection confidence: Fair confidence, medium volatility Strengths: Positioning, controlled movements, patience in save selection
38. Henry Brzustewicz, D, London (OHL)
NHL projection: No. 4/5 transition defender NHL floor: AHL scoring defenseman Projection confidence: Medium confidence, high volatility Strengths: Puck moving, gap control, creativity
39. Cole McKinney, F, USNTDP (USHL)
NHL projection: Third-line, two-way center NHL floor: Fourth-line defensive center Projection confidence: Fair confidence, slight volatility Strengths: Two-way play, penalty killing, competitiveness, finishing ability
40. Eric Nilson, F, Orebro (J20 Nationell)
NHL projection: Bottom-six checking center NHL floor: AHL top-six center Projection confidence: Medium confidence, medium volatility Strengths: Two-way play, forechecking, competitiveness, defensive instincts
41. Vaclav Nestrasil, F, Muskegon (USHL)
NHL projection: Top-six power forward NHL floor: Fourth-line physical winger Projection confidence: Medium confidence, high volatility Strengths: Size, motor, two-way play, puck skill
42. Benjamin Kevan, F, Des Moines (USHL)
NHL projection: Middle-six two-way winger NHL floor: Bottom-six speedster Projection confidence: Medium confidence, high volatility Strengths: Speed, puck handling, transition offense
43. Ivan Ryabkin, F, Muskegon (USHL)
NHL projection: Middle-six power forward NHL floor: AHL player Projection confidence: Boom or bust Strengths: Quick release, creativity, physicality
44. Daniil Prokhorov, F, St. Petersburg (MHL)
NHL projection: Middle-six power forward NHL floor: KHL player Projection confidence: Boom or bust Strengths: Size, strength, physicality, heavy shot
45. Carter Amico, D, USNTDP (USHL)
NHL projection: No. 4/5 transition defenseman NHL floor: No. 7 defenseman Projection confidence: Medium confidence, medium volatility Strengths: Mobility, transition defense, physicality, size
46. Max Psenicka, D, Portland (WHL)
NHL projection: No. 4/5 two-way defenseman NHL floor: No. 7 defenseman Projection confidence: Medium confidence, medium volatility Strengths: Instincts, mobility, gap control, puck moving
47. Luca Romano, F, Kitchener (OHL)
NHL projection: Middle-six, two-way center NHL floor: Bottom-six checking speedster Projection confidence: Medium confidence, medium volatility Strengths: Speed, transition play, motor
48. Alexander Zharovsky, F, Ufa (MHL)
NHL projection: Middle-six scoring winger NHL floor: KHL player Projection confidence: Boom or bust Strengths: Puck handling, instincts, creativity
49. Kurban Limatov, D, Moscow (MHL)
NHL projection: Second-pair, two-way defenseman NHL floor: KHL player Projection confidence: Boom or bust Strengths: Skating, mobility, aggressiveness, physicality
50. Mason West, F, Edina (USHS)
NHL projection: Middle-six physical forward NHL floor: Fourth-line physical forward Projection confidence: Low confidence, high volatility Strengths: Strength, physicality, size, mobility
51. Kristian Epperson, F, Saginaw (OHL)
NHL projection: Third-line scoring winger NHL floor: AHL top-six forward Projection confidence: Medium confidence, high volatility Strengths: Two-way play, playmaking, hockey sense
52. Matthew Gard, F, Red Deer (WHL)
NHL projection: Bottom-six checking center NHL floor: Fourth-line physical center Projection confidence: Fair confidence, low volatility Strengths: Strength, size, defensive play, motor
53. William Horcoff, F, Michigan (NCAA)
NHL projection: Third-line two-way center NHL floor: Fourth-line physical presence Projection confidence: Fair confidence, slight volatility Strengths: Defensive play, strength, size, wall play
54. Jacob Rombach, D, Lincoln (USHL)
NHL projection: Second-pair shutdown defenseman NHL floor: Bottom-pair physical defenseman Projection confidence: Medium confidence, slight volatility Strengths: Defensive play, puck retrievals, motor
55. Peyton Kettles, D, Swift Current (WHL)
NHL projection: No. 4/5 shutdown defenseman NHL floor: Bottom-pair defenseman Projection confidence: Medium confidence, low volatility Strengths: Defensive play, size, physicality
56. Hayden Paupanekis, F, Kelowna (WHL)
NHL projection: Bottom-six defensive center NHL floor: Fourth-line center Projection confidence: Medium confidence, medium volatility Strengths: Competitiveness, size, defensive play
57. David Bedkowski, D, Owen Sound (OHL)
NHL projection: Bottom-pair shutdown defenseman NHL floor: No. 7 physical defenseman Projection confidence: Medium confidence, slight volatility Strengths: Physicality, size, strong stick, penalty killing
58. Ethan Czata, F, Niagara (OHL)
NHL projection: Bottom-six checking center NHL floor: AHL depth Projection confidence: Medium confidence, slight volatility Strengths: Penalty killing, physicality, hard skill
59. Haoxi “Simon” Wang, D, Oshawa (OHL)
NHL projection: Second-pair two-way defenseman NHL floor: AHL player Projection confidence: Low confidence, high volatility Strengths: Skating, mobility, size, transition defense
60. Theo Stockselius, F, Djurgardens (J20 Nationell)
NHL projection: Third-line two-way forward NHL floor: AHL depth Projection confidence: Low confidence, medium volatility Strengths: Hockey sense, hard skill, playmaking
61. Eddie Genborg, F, Linkoping (SHL)
NHL projection: Bottom-six checking winger NHL floor: Fourth-line physical winger Projection confidence: Medium confidence, slight volatility Strengths: Physicality, two-way play, motor
62. Charlie Trethewey, D, USNTDP (USHL)
NHL projection: No. 4/5 two-way defenseman NHL floor: Bottom-pair defenseman Projection confidence: Fair confidence, medium volatility Strengths: Defensive play, physicality, heavy shot, skating
63. Alexei Medvedev, G, London (OHL)
NHL projection: 1B NHL goaltender NHL floor: Reliable NHL backup Projection confidence: Fair confidence, medium volatility Strengths: Positioning, competitiveness, anticipation, athleticism
64. L.J. Mooney, F, USNTDP (USA)
NHL projection: Middle-six two-way scoring depth NHL floor: AHL top-six scoring forward Projection confidence: Boom or bust Strengths: Speed, puck handling, motor