Draft Day Bargains: Turning Late Round Draft Picks Into Gold

Jeremy Crowe
June 23 2016 10:11AM

It happens all the time: you look back at the selections in an NHL draft from a few seasons ago, notice someone with 400 NHL games under his resume amidst a sea of players with zero games played, and think “How did this guy go in the 5th round?”

There are plenty of reasons why hugely talented players slip in the draft. Injury issues, skating problems, perceived character issues, slow development, or sometimes something as seemingly correctable as poor defensive zone play are all causes. Players who’ve already been passed over once or twice and are second- or third-time eligible are also easy to be found later in the draft, even if they've put up big point totals. 18 and 19 year old prospects have been historically undervalued on the whole. Zac Urback, analytics coordinator for the OHL’s Mississauga Steelheads, wrote about this effect at Prospect Stats.

Probably one of the bigger reasons we’ll see a falling player is size, or more specifically, lack thereof. Megan Richardson (@ButYouCarlotta) researched the effects of height on draft position, and found that small players typically suffer simply for being small, especially in the early rounds. Sometimes you will see a player with one or more red flags in addition to being undersized, and even though they’ve put some points up, it might not be enough to get their name called on draft day.

But it’s hard to teach offensive skill, elusiveness and awareness, and so we dig for players who may be ranked low but have that ability to notch points in spite of any other potentially correctable flaws.

For this piece, we’ll be focusing on a couple of different categories. The primary one is the recently released Draft Expected Value (DEV) tool. Created by @3Hayden2 and the aforementioned Urback, DEV picks up where Josh Weissbock and Cam Lawrence (now of the Florida Panthers) left off with their PCS (Prospect Cohort Success) system. DEV uses multiple valuations of a prospect, including offensive output and size, to come up with comparables and determine the likelihood of a prospect’s success at the NHL level. It’s obviously not fool-proof, as intangibles, role, team effects and other factors are not included, but it provides an interesting look at potential development curves. When compared with scouting reports to fill in those blanks, it can create a useful companion tool.

We will also be using age-adjusted even strength points per game, which can be found in the data sheets at ProspectStats.com. In addition, the OHL and QMJHL both keep track of shots, “dangerous shots” (loosely translating to “scoring chances”) and shot locations, so we can refine the method to factor in the amount of scoring chances generated by a player. Unfortunately, the WHL does not publicly keep track of dangerous shots/scoring chances, or even individual shots, so that’s not going to factor in to our selections for this league. Stephen Burtch wrote recently about OHL’ers and their expected NHL goals output, using shot location data and heat maps for the league and creating comparisons to NHL shot locations. As he put it:

“OHL shooters have a much higher tendency to shoot from longer distances, largely because it’s easier to score from further out on the inferior goaltending at the junior level. … Throwing anything and everything on net in junior is a worthwhile exercise, and for some players this lends itself to being productive despite rarely shooting from higher traffic areas.“

Identifying players who take the majority of their shots from medium- or high-danger areas could yield some bargain picks late in the draft, as they are showing a knack for getting themselves into the scoring areas and creating or converting on chances.

Now bear in mind we are not exclusively talking about NHL point-per-game, Jamie Benn-esque steals here. Sure, there may be one or two in this draft, but from rounds 4-7, even hitting on a single NHL-calibre player is considered a big win. That’s what we’ll be looking for: players who could potentially develop into NHL regulars.

We will be looking at three skaters from each of the WHL, OHL and QMJHL.

All shot location maps are courtesy of Stephen Burtch and are publicly viewable at his Tableau Public page.


Cameron Hebig (Saskatoon Blades, WHL)

Cameron Hebig Pts

Cameron Hebig is a second-time eligible centre who surged in scoring, from 18 goals and 40 points in his draft year to 26 goals and 69 points in his draft+1 year. The scoresheet wasn’t the only place his numbers grew, as he reportedly added about 20 pounds to his 5’10” frame, giving him more strength and size, plus an increased ability to both dish out and absorb hits. Saskatoon’s top centre, Hebig possesses above average vision, and an accurate (but not overly-powerful) shot. He slots in at 19th in age-adjusted even strength points per game among the 349 CHL draft eligibles, right between two potential top-40 picks in Vancouver’s Tyler Benson and Sault Ste Marie’s Boris Katchouk. Scoring like that, along with the improvement he’s shown in virtually every facet of the game from his draft year, should have him ranked higher than a 6th/7th round pick.

On the DEV front, Hebig is given just under a 25% chance to make the NHL – that’s a pretty decent bet for a late-round pick. Successful comparable players listed include Tyler Kennedy, who put together a few good seasons for the Penguins. Per the DEV “fair value pick range”, Cameron Hebig might be worth as much as a mid-2nd round pick in 2016.

David Quenneville (Medicine Hat Tigers, WHL)

David Quenneville Pts

David Quenneville was an excellent offensive defenseman for the Tigers this year, and his 13 goals and 54 points resulted in a spot with Canada’s U18 World Championship squad. The 5’8”, 181 pound Quenneville was at home on the Medicine Hat powerplay, with 10 goals and 25 points coming on the man advantage. He also managed to put up 27 even strength points, a mark that sat him fifth in draft eligible CHL defenders in even strength points per game, ahead of names like Sergachev, Chychrun, and Juolevi. Defensively, Quenneville is positionally sound, playing stronger and more physical than his size would indicate. During the U18s, he routinely played against top competition, and came out looking very well-rounded at both ends of the ice.

Quenneville is a player who has no comparables on DEV, as there just aren’t any other defenders as undersized as he who have been drafted. That alone is a big red flag for many teams: he’s breaking the mould, and it’s incredibly difficult to succeed when you’re 5’8”. His ranking of 144th would be quite reflective of that. But besides Quenneville’s lofty point totals, his raw ability alone should have him listed on par with other potential second rounders like Samuel Girard or Cam Dineen.

Vladimir Bobylev (Victoria Royals, WHL)

Vladimir Bobylev Pts

Bobylev has something that some of our other listed players do not: size. The second-time eligible LW/C was passed over in his draft year after putting up just nine points in 52 games with the Vancouver Giants. He was slated to join Spartak of the KHL in 15/16, however crossed the pond once again when Victoria selected him in the Import Draft. It was a strong career move, as Bobylev really took to the Royals system, producing 28 goals and 67 points (55 at evens) in 72 games, good for a 0.65 age-adjusted even strength points/game rate, 26th among CHL draft eligibles. Bobylev plays top six minutes and second powerplay time for the Royals. His willingness to return to the WHL after a less-than-stellar rookie season where Vancouver cut ties with him indicates that the “Russian factor” is not much of a concern. There are flaws in Bobylev’s game – skating, play away from the puck – but he should be on the radar of any teams looking for a project player who already has built-in skill.

DEV lists him with a minimal chance of making the NHL (just under 17% based off of 125 comparables), but he does have 21 successful comparables, including players as diverse as BJ Crombeen, Trent Hunter and guys like Jay McClement. If Bobylev can develop his defensive play and strengthen his skating enough, DEV’s “fair value pick range” of a mid-3rd rounder would be quite apt.


Dmitry Sokolov (Sudbury Wolves, OHL)

Dmitry Sokolov Pts

Dmitry Sokolov came into the season as a player many had pegged as a first rounder. The 5’11” winger never quite lived up to expectations, coming into camp out of shape at around 225 pounds, but eventually working off about 15 pounds during the season. Sokolov struggled on a middling Wolves team, taking a bit of time to adjust to North American hockey. Eventually, Sokolov was able to notch an OHL rookie-leading 30 goals, 20 of which were at even strength. The bulky Russian finished a nice 69th in age-adjusted even strength points/game, but what might be more impressive is that he did it while battling a recurring shoulder dislocation throughout the year, which sapped a lot of his strength and required off-season surgery. Sokolov’s biggest asset is his powerful, accurate wristshot. The majority of his 231 shots came from the medium or high-danger scoring areas, or streaking down the wing and firing a laser through a defender’s legs. One of Sokolov's habits is to streak in on the wing and fire a wrister immediately, looking to catch the goalie off-guard and creating a chance for a rebound. Sokolov finished top ten among QMJHL/OHL eligibles in shots/game. Ranked at 129th, Sokolov has the talent levels to be going much higher, and he fits the definition of a high-risk, high-reward prospect.

Dmitry Sokolov Shots

(Dmitry Sokolov shot map)

DEV gives Sokolov about a 20% chance of NHL success. His comparables include Vlad Namestnikov, who is a bit smaller but put up similar goal numbers for the London Knights in his draft year, where he went 27th to Tampa Bay. Sokolov also matches up with Drayson Bowman, a sniper out of the WHL who eventually became a Carolina 3rd rounder in 2007. Sokolov going anywhere after the 3rd round would be a tremendous bargain, especially if he can build off of his 30 goal rookie season.

Dante Salituro (Ottawa 67’s, OHL)

Dante Salituro Pts

Dante Salituro is in his second year eligible, which surprised some who had him pegged as a steal back in the 2015 draft. He came into the season needing to improve on his skating and consistency, something which he was moderately successful at. Salituro was the 67’s primary offensive weapon all season, especially after 2015 Philadelphia 1st rounder Travis Konecny was dealt to Sarnia in early January. He’s a shorter player, at just 5’9” but is a stocky 175-190 pounds (depending on who you ask), and is relatively strong, especially in the lower body. While his speed has improved this season, it’s still only average, with his first two step acceleration lacking the explosiveness that you’d hope to see out of a player with his skillset. He is elusive in traffic, and has very good hockey sense, but can sometimes be guilty of getting a bit too creative, resulting in turnovers. Salituro’s offense took a bit of a jump this year – from 1.15 points per game in 2014/15 (78 points in 68 games) to 1.28 points per game (83 in 65) this season – which becomes a bit more impressive when you factor in that no other 67’s player had more than 56 points.

Dante Salituro Shots

(Dante Salituro shot map)

Salituro finished 36th in age-adjusted even strength points per game, something which helps in his DEV rating. Their fair value pick range has Salituro as worth a late 2nd round pick. Most of his comparables are speedier forwards, guys like Tyler Johnson, Jean-Gabriel Pageau, or Matt Calvert. But his offensive game can be compared to some of them, so if he can improve his first-step quickness, a useful pro career with potential NHL time is possible.

Matt Luff (Hamilton Bulldogs, OHL)

Matt Luff Pts

Luff is another player who was passed over in his first go-around at eligibility. During his draft year, he was chided for not using his size well, as he relies on skill more than being a big-bodied-banger. His production – 9 goals and 31 points – was also disappointing. Luff has improved tremendously, as he frequently uses a combination of speed and strength to drive back defenders and crash the net. In fact, 87% of his 119 shots this season were considered scoring chances by the league, and his heat map confirms that. Luff has above average stick skills, and a plus shot, resulting in 27 goals and 57 points this season. While his shooting percentage was quite high, at nearly 23%, that would be the result of his consistent drives to the net. Of Luff’s 27 goals this season, 12 were scored from the high-danger area, and 11 more were from the medium danger zone. Luff ranked 12th in age-adjusted goals per game in the CHL, ahead of snipers like Dillon Dube, Alex Nylander, and about even with Max Jones.

Matt Luff Shots

(Matt Luff shot map)

DEV compares Matt Luff to a player like Boone Jenner – who is fresh off of potting 30 goals for the Columbus Blue Jackets. While that’s a bit of a lofty comparison, one can see a bit of it in Luff’s offensive game. Jenner is far more well-rounded and willing to crash and bang, but it’s something to strive towards. In my opinion, if Luff were a year younger and put up a season like this, he would be ranked way higher than a borderline pick.


Alex Dostie (Gatineau Olympiques, QMJHL)

Alex Dostie Pts

Alex Dostie finished second in scoring on Gatineau, just behind fellow draft eligible and probable early 2nd round pick Vitali Abramov. Dostie’s 73 points (including 25 goals) in 54 games were a marked improvement on his already strong 54 point showing in his QMJHL rookie season. The second-time eligible forward finished 14th in age-adjusted even strength points per game, right in line with players like Dillon Dube, Julien Gauthier and Michael McLeod. On top of that, 77% of Dostie's shots were considered scoring chances, owing to his improved ability to get himself into the dangerous areas of the ice and create chances. Dostie has been compared to Winnipeg Jets forward Mathieu Perreault in both style of play and career path since he was drafted into the QMJHL. Unlike Perreault, who ended up going 177th over-all to Washington, Dostie was passed over in his initial draft year.

Alex Dostie Shots

(Alex Dostie shot map)

DEV doesn’t list Perreault as a comparable for Dostie, mostly because Dostie’s point production did not spike like Perreault’s in his second year. That said, his production this year was a significant improvement on his rookie season. Dostie will be a good option for scoring depth late in the draft, as DEV has his fair value pick range in the mid-2nd rounder area, and lists a 20.7% chance of NHL success based on his 91 comparable players.

Maxime Fortier (Halifax Mooseheads, QMJHL)

Maxime Fortier Pts

The Halifax Mooseheads were not a strong team this year, but Maxime Fortier was not a reason why. The 5’10” speedster notched 31 goals and 77 points in 68 games, 28 more than second place on his team. The Mooseheads traded away quite a few of their top players, leaving Fortier to lead a crew of lower-end top-sixers. Fortier is a volume shooter, averaging 3.4 shots per game this season, not unexpected as he was the most dangerous weapon on his squad. He is adept at getting to the scoring chance areas (145 chances in the regular season), but is more prone to quantity over quality. Fortier has speed to burn and goes full force into the offensive zone at every opportunity.

Maxime Fortier Shots

(Maxime Fortier shot map)

Fortier’s comparables in age adjusted point-production include players like Boris Katchouk and Will Bitten. His top DEV comparable is Brad Richardson, who has carved out a very respectable NHL career, most recently putting up 31 points in 82 games with Arizona in 2015/16.

Alexis D’Aoust (Shawinigan Cataractes, QMJHL)

Alexis Daoust Pts

D’Aoust is probably the most longshot of these nine to get drafted. He will be in his third year of eligibility and despite his lofty point totals – 98 in 68 games, ranked 25th in age-adjusted scoring – he’s not even been ranked by Central Scouting. D’Aoust lead the Cataractes in scoring, finishing with 19 more points than second place Anthony Beauvillier, but was on a very strong team which, coupled with his age, may hold him back. The speedy winger improved his goal output from 24 to 44 this season, and found himself on the top line more often than not. Whether or not D’Aoust actually hears his name called on draft day, he will almost certainly find himself in rookie camps through the summer and potentially with a pro contract by the end of it.

Alexis Daoust Shots

(Alexis D'Aoust shot map)

DEV suggests that D’Aoust may be worth as much as an an early 2nd round choice, based on his current output and comparables. Players like Chris Tierney are his top successful cohorts. One intriguing cohort is Claude Giroux. That’s a tall, tall mountain to climb – Giroux was a first time eligible when he lit up the league – but it’s certainly something to mention.

When it comes to draft day, 210 players will hear their names selected, but only a fraction of them will go on to be successful NHL pros. Using more in-depth scoring numbers and comparables which adjust for age, team, and playing time can help a team make a smarter selection on draft day, and maximize a team’s potential of uncovering a diamond in the rough in the later stages of the draft.

I track data and write about OHL prospects, with a focus on draft eligibles. You can find my work at NHL Numbers and www.BuckeyeStateHockey.com.
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