Category Archives: Numbers Game

Numbers Game: Count Your Quarters

It’s December 1st which means all 31 NHL teams have passed the quarter mark of the regular season. Some teams have played almost 30 games while others have barely passed the 20.5 games required for the “quarter of the way through the season” moniker.

In the Western Conference, the Edmonton Oilers are bad, the Colorado Avalanche are okay, the Vegas Golden Knights are good and there’s a very real chance that the Arizona Coyotes barely surpass Colorado’s 22-win 2016-2017 season benchmark of “worst team in the Salary Cap Era”.

Meanwhile in the Eastern Conference, the Tampa Bay Lightning are thundering their way back into dominance over the rest of the league, the Toronto Maple Leafs are the real deal, the Montreal Canadiens are turning a corner after stumbling out the gate and the New Jersey Devils are good– too good.

Oh and then there’s the fact that the two-time defending Stanley Cup champion Pittsburgh Penguins are quietly in the first wild card spot in the Eastern Conference.

So with everything in mind, let’s use Microsoft Excel to help us predict the rest of the season, shall we?

Unlike my standings projections before the first puck dropped on the season, I haven’t added any Gut Feeling 2.0 to these predictions. There’s going to be some surprises and there’s going to be some things that are way off, considering the fact that an equation cannot predict injuries, streaks or things of that nature. What might look insane now, will look different (hopefully) in another 20 games or so.

Don’t worry, I’ll be sure to do another round of this around the All-Star Game.

The moral of the story here is that if you’re off to a bad start, like Edmonton, and you’re running up against a tight salary cap moving forward, it’s never too early to start counting your quarters and figuring out what assets you’ll be able to lose by the trade deadline.

If you’re a good team, like New Jersey, then it’s the perfect time to assess how far you think you’ll go and determine who might be right the addition at or before the deadline that’ll push you further than expected and maybe all the way to the 2018 Stanley Cup Final.

2017-2018 Projected Standings after Two Months

Eastern Conference

Atlantic Division

  1. y-Tampa Bay Lightning, 101 points (25 GP so far)
  2. x-Boston Bruins, 98 points (23 GP so far)
  3. x-Toronto Maple Leafs, 94 points (27 GP so far)
  4. Montreal Canadiens, 92 points (27 GP so far)
  5. Detroit Red Wings, 89 points (26 GP so far)
  6. Ottawa Senators, 88 points (23 GP so far)
  7. Florida Panthers, 78 points (24 GP so far)
  8. Buffalo Sabres, 67 points (25 GP so far)

To keep things short, the Lightning and the Maple Leafs are still the best picks coming out of the Atlantic Division if you have your eyes set on trying to predict which teams might have a deep playoff run in 2018.

The Boston Bruins have been battling injuries all season long and while they’ve kept the pace with their youth-infused lineup, they still have a lot of development to go before they can reach a conference finals run, let alone Stanley Cup Final run. Ottawa’s decline continues to be one of the biggest surprises in the weakest division in the Eastern Conference. Other than that, nothing else is really groundbreaking here.

Metropolitan Division

  1. z-Pittsburgh Penguins, 102 points (26 GP so far)
  2. x-New York Islanders, 98 points (24 GP so far)
  3. x-Washington Capitals, 98 points (26 GP so far)
  4. x-Columbus Blue Jackets, 97 points (25 GP so far)
  5. x-New York Rangers, 97 points (25 GP so far)
  6. New Jersey Devils, 94 points (24 GP so far)
  7. Philadelphia Flyers, 90 points (25 GP so far)
  8. Carolina Hurricanes, 84 points (23 GP so far)

In the Metropolitan Division the Pittsburgh Penguins look to regain their top-notch form as they’ve had a difficult time adjusting to life after Marc-Andre Fleury (and have especially struggled with a decimated defense from the offseason).

The Columbus Blue Jackets are likely to climb in later projections, based on their current performance, but again, since this is only based off of a formula in Microsoft Excel… Columbus will be just fine. They should be an underdog or a dark horse for Stanley Cup contention this season. This division will continue to be the tightest battle all season long, so it wouldn’t be surprising to see New Jersey inside or outside of the picture come April.

Western Conference

Central Division

  1. p-St. Louis Blues, 107 points (25 GP so far)
  2. x-Chicago Blackhawks, 100 points (25 GP so far)
  3. x-Nashville Predators, 98 points (25 GP so far)
  4. x-Winnipeg Jets, 97 points (25 GP so far)
  5. Dallas Stars, 93 points (25 GP so far)
  6. Minnesota Wild, 93 points (25 GP so far)
  7. Colorado Avalanche, 85 points (23 GP so far)

As exciting as the battle for the Metropolitan Division should continue to be this season, the Western Conference’s Central Division has plenty of counterpoints to offer for top-notch divisional battles and Stanley Cup contenders. This is the season for the St. Louis Blues (to at least make a run for the President’s Trophy).

Whether or not St. Louis can go further than their 2016 Western Conference Finals trip went and make it back to the Stanley Cup Final for the first time since 1970, only time can tell. Between the Blues, Nashville Predators and Winnipeg Jets, it’s safe to say one of your Stanley Cup finalists will be from the Central Division.

Pacific Division

  1. y-Vegas Golden Knights, 106 points (24 GP so far)
  2. x-San Jose Sharks, 101 points (23 GP so far)
  3. x-Los Angeles Kings, 99 points (26 GP so far)
  4. x-Anaheim Ducks, 98 points (25 GP so far)
  5. Vancouver Canucks, 90 points (26 GP so far)
  6. Calgary Flames, 89 points (25 GP so far)
  7. Edmonton Oilers, 73 points (26 GP so far)
  8. Arizona Coyotes, 65 points (28 GP so far)

In the biggest surprise this season, the Vegas Golden Knights are not only tracking for a postseason appearance– they’re on the rails to a Pacific Division winning season. Yes, the Los Angeles Kings are the only other hottest team in the Pacific, but there’s something to be said for the San Jose Sharks experience the last few seasons.

Just like the Central Division, Vegas, Los Angeles or San Jose would be safe bets for a deep playoff run. The Anaheim Ducks could make things interesting as they have always done, but there’s really nothing else that looks promising to make a surge in the standings and/or postseason. Sorry Oilers fans.


Need a reminder of what things looked like early in November? Here it is:

Numbers Game: Vegas Through 20 (2017-18)

By now I’m sure you’re all tired of hearing and reading what I have said and written about the Boston Bruins, so let’s check out how some former Bruins– Colin Miller, Reilly Smith and Malcolm Subban— are doing.

The Vegas Golden Knights have redefined what it means to be an expansion team in the modern NHL. They’re leading the Pacific Division at the American Thanksgiving mark, you guys. Clearly this means they’ll be the 2018 Stanley Cup champions and all of my work will be for nothing.

But seriously though, part of me thinks the Golden Knights will for sure make the playoffs. As for how far they’ll go, well, let’s just save us all the surprise of the potential postseason for when it gets here. How’s that sound?

Now without saying too much more, keep in mind my degree is in communication– not math– so blame anything that looks strange on Microsoft Excel instead of me, thanks.

Remember that sometimes what you see below is pure speculation, pure “potential” (*ahem* Alex Tuch) and a bunch of nonsense that all relates to how much a player has played thus far in their career combined with how they’re tracking through the first 20 games the team in Sin City has played.

Here’s a look at how every player in Vegas should pan out over the next 62 games remaining in the 2017-2018 regular season.

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Vegas Golden Knights Projections Through 20 Games (62 Games Remaining)

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Without any real surprises from Jonathan Marchessault, James Neal, David Perron and Reilly Smith, the Golden Knights biggest surprise at forward has been William Karlsson. Karlsson’s hot scoring hands look to continue throughout the season, setting what should be career highs in goals, assists and points (of course).

Tomas Nosek should be fun to watch if you’re into depth scoring.

It’s safe to say that we all expected Colin Miller and Nate Schmidt to emerge as high caliber defensemen, but what’s even more incredible is that they’re doing so while the rest of their teammates on the blue line are also contributing immensely to the assist column.

Sure, it’ll be great to see Deryk Engelland put away a few more pucks in the back of the net than he did last season, but consider the scoring potential of Shea Theodore now that Golden Knights general manager, George McPhee, has done the right thing in regards to calling him up and giving him a go. Clearly Gerard Gallant knows what he’s doing with this one.

Though it wouldn’t hurt to recall Jason Garrison and send Griffin Reinhart to the Chicago Wolves (AHL). Especially since Garrison could actually contribute to the team, while Reinhart sits in the press box as a healthy scratch from night-to-night.

In addition to the pleasant surprises we’ve seen from all of the skaters, consider the impressive depth in the crease the Golden Knights have stockpiled behind the eventual return of Marc-Andre Fleury to fortress in front of the twine.

Malcolm Subban’s settling into a NHL career, while Maxime Lagace— albeit a non-competitor for the backup job currently– should pan out just fine in future years. What a find, Vegas.

If Oscar Dansk can ever make it back to dancing with the NHL level of the game, don’t be surprised to see a few heads turning around the rest of the league and some trade offers being made. Vegas is in good shape to have a plethora of established youth in goal, considering the injuries the Montreal Canadiens are currently facing and/or the potential future goaltender injuries for other teams.

Vegas just might make the playoffs as they continue to stake their claim as “the greatest expansion franchise in league history (if not all major North American professional sports)”.

Oh, and their Corsi is pretty good too, but I digress.


If you’re interested in seeing what was expected before a puck dropped this season, check out my initial projections for the inaugural Vegas Golden Knights season.

Numbers Game: Boston Through 20 (2017-18)

The 2017-2018 regular season is rolling along as American Thanksgiving is once again upon us and everyone’s freaking out about some of the teams that are in playoff position (like Vegas) or not (like NYR) and all that stuff about “teams that are in the playoff picture by Thanksgiving traditionally make the playoffs based on stats”.

I’m as much of a stats fan as the next guy, but in today’s NHL, parity is unpredictable. There are some false positives in the playoff picture right now as there are equally some teams that we all thought would be dominating the Pacific Division currently– I’m looking at you, Edmonton Oilers.

Alas, the Boston Bruins find themselves in fourth place in the Atlantic Division as they are about to chow down on some turkey, quinoa and whatever else I’m sure Zdeno Chara is probably cooking up for them because if you haven’t already heard, his diet is better than Tom Brady’s*.

*I don’t actually stand by this claim, Mr. Brady. You’re still the GOAT.

Boston is one point away from tying the Detroit Red Wings in points, but would leap over them for sole position of third place in the division if the B’s tied Detroit, given the Bruins have a game-in-hand on the Red Wings currently. Likewise, if Boston added two points outright, they’d surpass Detroit (because that’s how the whole “2 points for a win, 1 point for an overtime/shootout loss and no points for a regulation loss” thing works).

Please remember that my degree is in communication– not math– so any miscalculations are Microsoft Excel’s fault.

Without further ado and to give you something to talk about at the dinner table while you stuff your face with sweet potatoes, here’s a look at how every player on the Bruins should pan out as the team has now played 20 games this season.

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Boston Bruins Projections Through 20 Games (62 Games Remaining)

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Keep in mind, young guys like Anders Bjork, Matt Grzelcyk and others will even out in some of their individual stats with more games under their feet. Bjork probably won’t have 15 points on the power play, but that’s just what the formula in Microsoft Excel shows until he gets another 10 or 20 games in his system.

Guys like Grzelcyk and Rob O’Gara, while they’ve played games over a couple of seasons, are like Bjork according to the formula in that their total number of career games means just about the same as one season (or more accurately, 16 games so far) of Bjork. And obviously Tommy Cross is Tommy Cross.

Like Jordan Szwarz, Cross doesn’t have a huge sample of career games played and there haven’t been plenty of appearances since his last game at the NHL level (though Szwarz actually filled in for nine games while David Krejci, Ryan Spooner and David Backes were out with injuries).

Thankfully Spooner is back and can start racking up assists, while Krejci can settle in with Jake DeBrusk pulling his weight as a rookie.

Hopefully Peter Cehlarik continues to be making claim for a longer stay with the big league club instead of going back to the Providence Bruins like he did last season after making his NHL debut, because his play with and without the puck has certainly been impressive– aside from the clear chemistry he has with David Krejci.

Patrice Bergeron has improved since his lower body injury forced him out of the lineup, but he’s still looking at an “off” year for the next 62 games ahead. That’s right, a bad year for Bergeron is still worth 60 points in scoring.

Whenever Brad Marchand returns from the IR, he should be just fine.

And it should be rather transparent, but David Pastrnak and Charlie McAvoy are incredible stars on this team. So there’s that.

Finally, there’s no goaltending controversy with the black and gold. Tuukka Rask should rebound, but you’d be crazy not to ride the back of Anton Khudobin while he’s been on fire lately.

Rask is best kept between 45 and 58 games in a season, so if Khudobin can keep up his current play for another 10 games or so before returning to his usual backup status, that should buy Rask plenty of time to recover from overworking the last three seasons (or more, probably more). Play Khudobin until he burns out, but hope he can take off almost 30 games from Rask’s workload compared to the last couple of seasons.


If you’re interested, here’s a look at how the Bruins should have been doing entering the 2017-2018 regular season.

Numbers Game: Boston Bruins 2017-2018 Projected Stats

Let’s ignore the first two games of the season that the Boston Bruins have already played and reset the clock to zero, because here’s a look at what is (was?) to be expected heading into this season for every player on the Bruins*.

*With some exceptions of course.

Unknown-7After being eliminated by the Ottawa Senators in the First Round of the 2017 Stanley Cup Playoffs, Boston is looking for a deeper playoff run on the wings of the experience gained from those six extra games in April for David Pastrnak and the rest of their young crew.

Gut feeling dictates that Pastrnak and Brad Marchand will be as much of an offensive force as they were last season for Boston heading into this season, but what does the forecasting function in Microsoft Excel have to say about any of those bold predictions from this offseason on our podcast or otherwise?

As is tradition, my Bruins projections are presented below based on how every player on the roster has performed in their career leading up to this season. Players that have yet to play a game a regular season NHL game are not included in this first round of projections (denoted with “N/A” in most columns), but their stats will be included and accounted for about a quarter of the way through the regular season (roughly 20 games).

Yes, Charlie McAvoy played in the playoffs last season, but the fact of the matter is there is no true way to measure how his regular season will go based off of six career playoff games, wherein the pace of the game and many other variables are inherently different from regular season game-flow.

Or just give me some more time to come up with an excuse a more viable solution for projecting rookie’s stats prior to them taking the ice for the first time at the NHL level.

Sample size must always be kept in mind when glancing over these projections. A player who’s never played more than three career games (like Tommy Cross, for example) will reflect a tremendous value in projected assists if they’ve recorded even just one assist (again, like Providence Bruins all-time leader in games played, Tommy Cross) in those three games. This will fluctuate pending more appearances and/or throughout the season on its own (usually in the downward trend, unless said AHL player cracks the NHL roster full-time).

But for all the jokes, Tommy Cross is an excellent depth-defenseman/top-pair defenseman in the AHL to have. Shouts to him.

Additionally, please remember that my degree is in communication, not math, so I am by no means a wizard with numbers in Microsoft Excel and I’m sure my Corsi is terrible. Plus, you’re probably not a front office member or anyone who might have some credibility for statistical reasoning and advanced stats analysis in hockey, so take everything with a grain of salt before you complain that math is ruining “your” sport.

Unless you are some Corsi-god/NHL front office member and you’ve stumbled upon this, in which case, let’s start over. Hello, please ignore the last paragraph, my name is Nick and I’d like a job. Thanks.


On offense, the usual suspects for the Boston Bruins will remain the core components that push the team forward night-in and night-out. Patrice Bergeron should amass another 60-plus point season after having a “down year” last season with only 53 points in 2016-2017.

Pastrnak will lead the Bruins in points according to the latest models with 31-33-64 totals.

While Brad Marchand’s expected 31-29-60 totals this season rank fourth on the team’s projected scoring leaders behind Pastrnak (64), David Krejci (63) and Bergeron (62), it’s easy to imagine Marchand improving from his career best 39 goals, 46 assists (85 points) season last season and shattering his season-entering projections.

Gut Feeling 2.0 seems to point in the direction of Marchand leading in points, based off of last season, and Pastrnak leading in goals (as is shown in these numbers with Pastrnak and Marchand tied for the lead on the Bruins roster with 31 projected goals each this season).

Matt Beleskey and Frank Vatrano should each right their ships this season coming off of not-so-easy to return from leg injuries last season. Beleskey’s expected 14-16-30 totals would rank as his 3rd best season in his NHL career– with room to gain more ground– since appearing in two games with the Anaheim Ducks in 2008-2009.

Meanwhile, Vatrano (29 points projected in 2017-18), barring another injury, should finally partake in a full-season and become the glue-guy on the third line that he’s been expected to become after being a goal-a-game AHL player in his short career with Providence.

The Boston blue line looks retooled, restocked and ready to go.

Gone are John-Michael Liles, Colin Miller and Joe Morrow; in are the likes of Charlie McAvoy and Paul Postma. Liles has moved on to become a TV analyst for Altitude and Colorado Avalanche broadcasts while still technically an unrestricted free agent. Colin Miller was claimed by the Vegas Golden Knights at the 2017 Expansion Draft and Morrow signed with the rival Montreal Canadiens this offseason after not being tendered a qualifying offer.

McAvoy’s rookie season numbers will come fruition in the next 20 games or so, please give some time for an update on his projections, but until then, know this– he’s the real deal.

Nobody can possibly be the next Bobby Orr for Boston, since there’s only one Bobby Orr after all, but McAvoy likes to move the puck like Orr once did for the Bruins in the late 1960s and 1970s. And McAvoy’s got a tough element to his game too, like legendary Bruins defenseman, Eddie Shore, McAvoy can hit.

Postma is mainly an afterthought, but provides much needed depth for the long run.

Brandon Carlo looks to make an impact in his sophomore season and should continue to absorb any and all knowledge from 40-year-old captain, Zdeno Chara, as a shut-down pair. Yes, Chara is still a good defenseman. He’ll max out around 40 points this season with Carlo carrying more weight and the Bruins offense doing their part in keeping the puck out of the defensive zone to begin with.

Meanwhile, Torey Krug should an average year with 10 goals and 35 assists (45 points). Even an average year for Krug is still a better year than most defensemen.

And in other news, Tuukka Rask is still the number one goaltender for obvious reasons. He’s good.

More on Boston’s goalies as a whole in later posts throughout the season.

For now, Bruce Cassidy‘s Bruins are ready to fly– mostly because of Cassidy’s coaching style that emphasizes going full throttle all the time and not because bears have sprouted wings or anything.

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Numbers Game: 2017-18 Standings Projections

Yes, it’s October.

Yes, it’s too early to make a final standings projection, but I’m going to do it anyway using a pseudo-algorithm called Heart and Grit Gut Feeling 2.0 (combined with the standard Microsoft Excel forecasting formula).

Gut Feeling 2.0 is better than just using the eye test because it combines actual numbers plugged into Microsoft Excel with the complete partial bias of whatever I feel like is the right record, number of points and/or anything shown below for all 31 teams in the NHL.

But seriously, to keep this loosely based in mathematics, I’ve included a range of points that three separate models are indicating (scroll to the bottom), as well as what Gut Feeling 2.0 is telling us.

2017-2018 Projected Final Standings

Eastern Conference

Atlantic Division

  1. y-Boston Bruins, 101 points
  2. x-Montreal Canadiens, 99 points
  3. x-Tampa Bay Lightning, 98 points
  4. x-Toronto Maple Leafs, 95 points
  5. Ottawa Senators, 93 points
  6. Buffalo Sabres, 90 points
  7. Florida Panthers, 82 points
  8. Detroit Red Wings, 80 points

Predicting the final outcome across the Eastern Conference this year is a lot like playing the lottery– whether you pick your numbers or just do quick picks, your odds of winning are still far, far less than getting struck by lightning twice.

In the Atlantic Division, the Boston Bruins barely beat out the Montreal Canadiens and Tampa Bay Lightning for the regular season division title with 101 points over Montreal’s 99 points and Tampa’s 98 points based on the Gut Feeling 2.0 model. Of course, seeding in the Stanley Cup Playoffs more often than not means nothing. Just like winning the President’s Trophy doesn’t mean much unless you win the Cup.

Given the parity of the Atlantic Division teams, it wouldn’t be surprising to see any of the top-four teams in this model switch places or grab the division crown. Based on expected final standings point-ranges alone, Tampa looks to rebound with ease, while Montreal maintains status quo.

It’s a bit of a surprise, but the Ottawa Senators sit just on the outside looking in, though logic says otherwise. For one team to improve in the division (say, Tampa for example, or the Buffalo Sabres with a healthy, full-season of Jack Eichel), another team must lose. Five points in the final standings is the only difference between 2017-2018 and 2016-2017 for the Sens and ultimately it costs them a postseason appearance.

But if any major injuries occur to teams ahead of the Senators or Sabres, then expect either Ottawa or Buffalo to be ready to take their place.

When it comes to 2018 Stanley Cup Playoff success, you might want to consider cashing in on the Lightning and Toronto Maple Leafs to at least make it to the Second Round.

Metropolitan Division

  1. z-Pittsburgh Penguins, 107 points
  2. x-Washington Capitals, 106 points
  3. x-New York Rangers, 103 points
  4. x-Columbus Blue Jackets, 102 points
  5. New York Islanders, 92 points
  6. Carolina Hurricanes, 92 points
  7. Philadelphia Flyers, 91 points
  8. New Jersey Devils, 84 points

The 2017-2018 final standings in the Metropolitan Division look similar to the 2016-2017 final standings in the Metropolitan Division. This is no accident. The top teams, Pittsburgh, Washington and the New York Rangers, remain dominant in their regular season play. Even the Columbus Blue Jackets, despite a six-point setback from their franchise best 50-win, 108-point season last year, remain a competitive team that should cross the 100-point plateau for two-seasons in a row under John Tortorella’s guise.

Whereas the Washington Capitals do not clinch the President’s Trophy in the 2017-2018 season and instead falter by 12 points compared to last season, the Carolina Hurricanes show improvement in their money-puck roster mentality, but ultimately the giants of the Metropolitan Divsion (the two-time defending Stanley Cup champion Pittsburgh Penguins, to be specific) prove too much for them to handle this season, though a 2019 Stanley Cup Playoffs run seems imminent.

Somehow the New York Islanders and Philadelphia Flyers remain stagnant this season, but the New Jersey Devils make the largest leap in points (from 70 points in ’16-’17 to 84 points in ’17-’18) as the rest of the division evens out.

Look for Pittsburgh to advance to the Second Round and yet another entertaining Rangers-Capitals matchup in the 2018 Stanley Cup Playoffs.

Western Conference

Central Division

  1. y-Chicago Blackhawks, 102 points
  2. x-St. Louis Blues, 101 points
  3. x-Nashville Predators, 97 points
  4. x-Dallas Stars, 96 points
  5. x-Minnesota Wild, 95 points
  6. Winnipeg Jets, 87 points
  7. Colorado Avalanche, 82 points

Look, the Dallas Stars have tremendous talent on their expected first line of Jamie Benn, Tyler Seguin and Alexander Radulov, but even with Ben Bishop as their starting goaltender the Stars aren’t the best team in the Central Division.

Instead, the annual “how do they keep doing this all the time? oh, right, they have Patrick Kane, Jonathan Toews, Duncan Keith and Corey Crawford still” Chicago Blackhawks will just come out on top of the St. Louis Blues who look to improve from last season with a reinforced offense (hello, Brayden Schenn) and more experience on the blue line.

The Nashville Predators, in all their glory with four incredibly deep forward lines, the best defense (on paper) and an elite starting goalie in Pekka Rinne, surprisingly fall short of winning the division coming off of their 2017 Stanley Cup Final run. Nashville will be in better playoff position heading into the 2018 Stanley Cup Playoffs, given they won’t be the last team to clinch in the Western Conference, and they should be destined for another Western Conference Finals run, at least.

The Minnesota Wild are the winners of the consolation “hey the other division didn’t have four-quality playoff teams” prize and will clinch the second Western Conference wild card spot with 95 points in 2017-18– one season removed from a 49-25-8 record and 106 point, 2nd place finish in the Central Division.

Finally, the Colorado Avalanche couldn’t possibly have a season worse than they did last season, though they’re still poised to finish behind the Winnipeg Jets for last place in the division.

Pacific Division

  1. p-Edmonton Oilers, 112 points
  2. x-Anaheim Ducks, 109 points
  3. x-San Jose Sharks, 99 points
  4. Los Angeles Kings, 92 points
  5. Calgary Flames, 85 points
  6. Vancouver Canucks, 83 points
  7. Arizona Coyotes, 78 points
  8. Vegas Golden Knights, 72 points

Gut Feeling 2.0 never lies and the numbers don’t lie either. The Edmonton Oilers will be the top team in the Pacific Division when all is said and done this season. Better yet, the Oilers will be this season’s President’s Trophy winners– something that hasn’t happened since the days of some guy wearing a jersey with the number “99” on the back of it skated around the ice.

Other than Edmonton overtaking the Anaheim Ducks for first overall, there are virtually no changes in the Pacific Division standings. San Jose will knock at the door of a 100-point season for the third season in a row, only to fall a point short (for the second season in a row).

While Los Angeles Kings fans may be disappointed this season, if anything, missing the playoffs for one more season should give them enough time to develop and recover from their offseason roster moves while GM Rob Blake figures out the reins and plans the path back to Stanley Cup glory.

Things are coming together for the Arizona Coyotes. They won’t be a bad team; they’re just a victim of circumstance. Unfortunately, that circumstance dictates that it’s going to take one more season for the chemistry to work out as general manager, John Chayka, addresses the growing depth on offense (both in prospect development and with the addition of Derek Stepan this offseason), while building a stable core of defensemen and capable young goalies in Antti Raanta and Louis Domingue.

Meanwhile the Vancouver Canucks and Calgary Flames go through their own growing pains for another season.

Luckily for the Vegas Golden Knights, there’s no pressure to play better than last season, mostly because this is their inaugural season, so it can’t be worse than before!

Look for Edmonton to make noise in the 2018 Stanley Cup Playoffs, going as deep as the Western Conference Finals– at least. Likewise, the Sharks seem ready for a better fight in the postseason than last season.

Plausible ranges in points based on three separate models (math done in Microsoft Excel alone– no Gut Feeling 2.0 added) for the 2017-2018 season:

Atlantic Division

Boston Bruins (94-101), Buffalo Sabres (67-84), Detroit Red Wings (86-101), Florida Panthers (84-92), Montreal Canadiens (93-99), Ottawa Senators (91-92), Tampa Bay Lightning (89-98), Toronto Maple Leafs (80-90)

Metropolitan Division

Carolina Hurricanes (81-87), Columbus Blue Jackets (84-92), New Jersey Devils (77-92), New York Islanders (84-97), New York Rangers (98-103), Philadelphia Flyers (90-92), Pittsburgh Penguins (105-108), Washington Capitals (102-119)

Central Division

Chicago Blackhawks (100-107), Colorado Avalanche (65-84), Dallas Stars (92-94), Minnesota Wild (93-97), Nashville Predators (94-97), St. Louis Blues (97-106), Winnipeg Jets (83-87)

Pacific Division

Anaheim Ducks (101-109), Arizona Coyotes (74-83), Calgary Flames (85-90), Edmonton Oilers (74-87), Los Angeles Kings (90-96), San Jose Sharks (99-104), Vancouver Canucks (72-95), Vegas Golden Knights (69-75)

Numbers Game: The Inaugural Vegas Golden Knights Season

The NHL’s newest franchise, the Vegas Golden Knights, are set to begin play in the 2017-2018 season and T-Mobile Arena is sure to be packed with 17,500 fans in the stands cheering on the league’s 31st team.

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But how many times will Golden Knights fans be on their feet in euphoria after a goal, big save or otherwise amazing play?

After careful consideration, Vegas selected their team from the other 30 NHL teams at the 2017 Expansion Draft, the 2017 NHL Entry Draft and via free agency, both before July 1st and since July 1st.

And after further careful consideration, I once again navigated Microsoft Excel to project some stats for the 2017-2018 Vegas Golden Knights roster. Players that have yet to play a game in the NHL are not included, since it wouldn’t feel right to predict something at a level of play that they’ve never seen before, so hold yourselves back a moment, Vadim Shipachyov fans. Give it until at least 20 games into the season, thanks.

Or at least until I can figure out how to use the forecast function for a player who’s yet to see the NHL a formula for KHL players bound for the NHL– or anyone that’s making their NHL debut.

Sample size must be kept in mind when approaching these projections. A player who scored one goal in six career NHL games over the last two seasons, having spent last season primarily in the AHL or as a healthy scratch is for some inexplicable reason, going to look promising on paper before an 82-game season begins because that’s just the way Microsoft Excel works.

This is by no means a shot at the professional ability of a player, as someone like *ahem, if you look at the chart* Brendan Leipsic. It is always plausible that Leipsic could pan out and make enough of an impression to stick around with the Golden Knights NHL roster and amass at least ten goals.

As always, keep in mind that I am no math major and you’re (probably) not a general manager, head coach, assistant coach or whatever might give you some credibility for statistical reasoning in hockey.

But if your name is George McPhee or Gerard Gallant and you’re reading this… ‘Sup? *slides résumé across the table*

And if your name is Jon Marchessault, then you’re in for a very fun season with an excellent followup to a 51-point season. Marchessualt is projected to amass 28-22-50 totals in his first season as the pinnacle of Vegas Golden Knights prime-age-driven offensive production.

Only James Neal (30-27-57 projected totals) is bound for a better season at the age of 29, which, for all intents and purposes of the today’s NHL is on the older side of a youth-driven offense, but still in the arch of a player’s prime. With only a projected six-point difference between Neal and Marchessault in expected scoring for Vegas, we’re all in for a treat in Sin City’s intra-roster battle for lead scorer.

The ever efficient, Reilly Smith, is in for a quietly successful season with 18 goals and 26 assists (44 points) in the latest projections (a seven-point improvement from 2016-2017 with the Florida Panthers). Smith’s familiarity and chemistry with teammate, Marchessault, fits brilliantly in the design of McPhee’s Golden Knights, especially with Gallant at the realm behind the bench.

While Smith provides an underrated star quality to the roster, David Perron looks to keep pace with last season’s 46-point year in his 2nd stint with the St. Louis Blues, by bringing in a 19-28-47 expected totals for Vegas in 2017-2018. Injuries aside, Perron puts up quality consistency for two or three seasons in a row and is in the midst of just that as the Golden Knights get out of the gate in their first season.

From the 2008-2009 season through the 2014-2015 season, Perron recorded 40-plus points a season with only two exceptions– an injury shortened 2010-2011 season, in which Perron only played 10-games as a 22-year-old member of the Blues and the lockout shortened 2012-2013 season, where Perron amassed 25 points in 48 games played for St. Louis.

In 2014-2015, mind you, Perron combined 5-9-14 totals in 38 games for the Edmonton Oilers and 12-10-22 totals in 43 games for the Pittsburgh Penguins for a 41-point effort in 81 games played that season. And in 2015-2016, the now 29-year-old split time among the Penguins and the Anaheim Ducks, so he’s been around the league enough to know how to bring some of the intangibles (a.k.a. veteran leadership/a locker room presence) to the expansion team in Vegas.

Check out what to expect from everyone on the Vegas Golden Knight’s inaugural season’s roster below!

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