What is the expected value of each NHL draft pick? We can measure
value by the amount of salary paid to players under an NHL contract (goalies
not included), looking at all draft picks from 2004 to 2016 (ergo only
players drafted into the salary cap era with streamlined entry level
contracts).
There are some flaws to using only Games Played to measure value,
whereas salary does a better job reflecting the player's value to their
franchise (with some exceptions). Most entry level contracts are the same (roughly 80% of players on ELC will have an cap hit between $5K - $25K per NHL game). Where salary does a better job of estimating player value is on contracts after
entry level.
Salary in this case does not refer to
how much money the player put in his bank account, it is what they count
against the salary cap (as per NHLnumbers.com), plus a max of $50,000 for those
playing AHL games while on a 2-way NHL contract. A lesser sum is awarded for
ECHL games, provided the player is on an NHL contract. For example, those who played 1-5 NHL games on an entry level contract and a full AHL schedule average $60,000 in salary. Those playing in the minors on a
minor league contract count as $0.
Age refers to the age of each player on September
15th, such that those born between Sept 15 and Dec 31 count as a year younger.
This is necessary because those players are forced to be drafted a year later
under current NHL rules. Treating Sept 15th like that's New Year's Eve makes
the data analysis more streamlined. An 18-year-old is a player in his first
season after his first year of draft eligibility.
There are five different graphs
below all examining a different means of measuring value using contract data.
Sum of All Salary per round.
The total amount of salary earned by each round of the NHL draft
from age 18-27. These are the raw totals only for players who are under NHL
contract, or have their rights owned by an NHL team.
1st round picks earned a total of $3.26 billion dollars, which
accounts for 61% of all the salary earned by NHL draft picks. The top 10 picks
earned $2 billion of those dollars, which reinforces how top heavy the draft
pool tends to be. There is an elite tier at the top of round 1, a good tier
that extends into round 2 (sometimes into round 3 depending on the depth of the
draft class), and everything else is like buying scratch and win lottery
tickets. Expected salary really starts to flatten out after the 2nd round.
There is not much difference between the 3rd and 4th rounds.
This chart is does an excellent
job of showing just how valuable a 1st round pick can be, but doesn't show us
rate of decline from one pick to the next.
Expected Career Earnings by pick.
This is calculated by taking the expected salary at each age (up
to 27) for each pick and then adding them all together (the sum of the average
values). The higher picks are more likely to play NHL games as teenagers and
thus will earn extra career earnings while other picks have yet to turn pro. If
we looked specifically at how good a player will be by a certain age, the
difference would be less pronounced than with Total Expected salary.
The 1st overall pick is expected to make almost $60M in future
salary (from age 18 to 27) and drops sharply down to around $15M by the 8th
pick. The players who go directly to the NHL as 18-year-olds will also get to
their second contracts at an earlier age. Using cumulative salary to measure pick
value does skew towards the elite tier who plays more games. Over 95% of
all picks after the 1st round will max-out their entry level slide.
There is very little difference
from the 15th pick to the 30th pick. The 2nd round has a high variance in
future salary, then early in the 3rd round we get into the "lottery
ticket" zone. The probability of drafting an impact player beyond the 3rd
round would be between 5% and 10% depending on the parameters.
Expected NHL Salary at Age 23.
Instead of taking what each draft pick earns at each age and then
adding them together; this one specifically looks at what a pick is expected to
earn at the age when the majority of entry level contracts have expired. At age
22, 87% of draft picks on NHL contracts are still entry level. At age 23, only
37% of draft picks on NHL contracts are entry level.
This chart looks very similar to the one above, except that the
values don't drop as sharply from the 7th pick to the end of the 1st round.
It does less to punish players for entry level slide, providing a smaller rate
of decline in expected value from one pick to the next in the middle of the
1st round. The Expected salary of the 1st overall pick is over $6M, but
drops down below $2M by the 12th pick. The decline from the 10th pick to
the 50th pick is less severe than with the career earnings graph above.
Probability of NHL Draft Pick Signing Entry Level Contract
What is the probability that any given draft pick will sign an
entry level contract with the team that drafted them by the deadline to retain
their rights? Generally, teams have two seasons to sign junior players,
four seasons to sign European players, and whenever they graduate to sign
college players. This sample does not count players still in the NCAA at age 23
(which is 3% of the draft population).
For this graph the picks are
bundled into groups of 10. There is a vertical line at the end of every round,
and the dots on the grid-lines represents the last 10 picks of that round.
The probability of a 1st round draft pick signing an Entry Level
Contract with their draft team by age 23 (or by the deadline to sign) is 98%.
Getting drafted in the 1st round all but guarantees getting offered a basic
ELC, 2nd round picks 88%, 3rd round picks 81%, 4th round 65%, 5th round 55%,
6th round 49%, 7th round 38%.
There are some anomalous results. For example, picks 151-160 had a
higher % sign entry level contracts than picks 141-150. Why would the
first 10 picks of the 6th round have a higher sign rate than the last 10 picks
of the 5th round? My best explanation is randomness. There is a less
predictable pattern the later you get in the draft. We get more waves out by
the tail. There may be a better explanation hidden in the details, based on the
type of player that tends to be taken in those rounds (more European and tier
II players).
There was a PhD student who did his thesis project on NHL Draft Pick value, and he also observed the phenomenon of some later picks performing better than some earlier picks. He could not explain it. You can get clusters of good players coming from specific pick ranges later in the draft that defies intuition.
Pick Ownership Percentage (by age)
What percentage of all NHL Draft picks are owned by an NHL team at
any given age? These are players either with a contract, or a team simply
retains their rights for various reasons (like players heading to Europe before
their contract expires).
The steepest rate of ownership decline comes from age 22 to 23,
when the majority of entry level contracts expire. There are many players who
get an ELC, but never get a 2nd NHL deal.
No comments:
Post a Comment