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Old 09-02-2025, 01:11 AM   #661
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Has there been any leak on what the Flames are offering Wolf to re-sign? I really hope the team is being aggressive trying to lock him up. Been thinking an 8 year 60 mil deal would be very hard for him to turn down. That's a big risk from the Flames for a young goalie, but I don't think we want to see what the number will be if he pulls off a big season. 7.5m aav would put him 10th in goalie salary (negating Carey Price ltir).
$7.5mil aav is like second line money now, Wolf is tracking to be a star goalie, potentially superstar.

In the current and near future salary cap climate it'd be very difficult to convince Wolf to accept $7.5 aav for max term. $7.5 - $8.5mil AAV is likely going to get you a disastrous 2-3 year term (he's a UFA 2028 and I can't see any scenario where Conroy walks a potential elite goalie to free agency after being a part of Tkachuk walking).

Most likely need $10-$12mil if you want him to commit to a contract that takes him to 30+ years old. 8 year term is asking him to sign his payday contract in his career that takes him through his prime.

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Old 09-02-2025, 01:50 AM   #662
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$7.5mil aav is like second line money now, Wolf is tracking to be a star goalie, potentially superstar.

In the current and near future salary cap climate it'd be very difficult to convince Wolf to accept $7.5 aav for max term. $7.5 - $8.5mil AAV is likely going to get you a disastrous 2-3 year term (he's a UFA 2028 and I can't see any scenario where Conroy walks a potential elite goalie to free agency after being a part of Tkachuk walking).

Most likely need $10-$12mil if you want him to commit to a contract that takes him to 30+ years old. 8 year term is asking him to sign his payday contract in his career that takes him through his prime.
Are you his agent? $12M for an undersized RFA goaltender with one NHL season under his belt? That would make him the highest paid goaltender in the league, paid more than Stanley Cup and Vézina winners. I love him as a player, but he hasn’t proven that he’s a $12M goaltender yet, and you have to account for the RFA years in the contract.
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Old 09-02-2025, 07:32 AM   #663
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$10-$12, I said. You took the high end. I strongly believe he's going to come in much higher than the $7.5 - $8.5 AAV posters have been throwing around for an 8 year deal.

His ranking in the league in terms of contract won-t be entirely relevant when most top tier goalies aren't signing this or last off season after the cap started its massive jump up, annually.
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Old 09-02-2025, 07:46 AM   #664
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$10-$12, I said. You took the high end. I strongly believe he's going to come in much higher than the $7.5 - $8.5 AAV posters have been throwing around for an 8 year deal.

His ranking in the league in terms of contract won-t be entirely relevant when most top tier goalies aren't signing this or last off season after the cap started its massive jump up, annually.
His cap hit should come in max around Oettinger’s percentage unless he wins the Vezina next year.
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Old 09-02-2025, 08:17 AM   #665
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$7.5mil aav is like second line money now, Wolf is tracking to be a star goalie, potentially superstar.

In the current and near future salary cap climate it'd be very difficult to convince Wolf to accept $7.5 aav for max term. $7.5 - $8.5mil AAV is likely going to get you a disastrous 2-3 year term (he's a UFA 2028 and I can't see any scenario where Conroy walks a potential elite goalie to free agency after being a part of Tkachuk walking).

Most likely need $10-$12mil if you want him to commit to a contract that takes him to 30+ years old. 8 year term is asking him to sign his payday contract in his career that takes him through his prime.
He could win the Venzina this year and not get into the high end of the 10-12 range.

You are paying him like it's a certainty he'll be an elite goalie.

He had a very good year for a rookie, but he's going to have to be much better before he is considered an elite goalie.

At his stage, if he wants to sign a long term deal years before UFA he'll need to accept less than his high side, or there is little reason for the Flames to do it.
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Old 09-02-2025, 10:10 AM   #666
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$7.5mil aav is like second line money now, Wolf is tracking to be a star goalie, potentially superstar.

In the current and near future salary cap climate it'd be very difficult to convince Wolf to accept $7.5 aav for max term. $7.5 - $8.5mil AAV is likely going to get you a disastrous 2-3 year term (he's a UFA 2028 and I can't see any scenario where Conroy walks a potential elite goalie to free agency after being a part of Tkachuk walking).

Most likely need $10-$12mil if you want him to commit to a contract that takes him to 30+ years old. 8 year term is asking him to sign his payday contract in his career that takes him through his prime.
Well that's not a leak lol. 7.5m aav is top 10 in the league, as I said. If the number starts with a 10 I expect an absolute lights out season, which is why the Flames are hopefully making a strong pitch now.
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Old 09-02-2025, 01:53 PM   #667
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As noted, realistically impossible though not technically statistically impossible.

Every team would need the exact same number of wins, losses, and overtime losses against a very specific set of opponents with little to no room for variation.

The most generous way to achieve it, which is the 1/4x10^42 likelihood, requires ignoring a bunch of factors anyway. More realistic scenarios make it far less likely than any NHL season repeating exactly (ie each team getting the exact same number of wins, points, against the same teams, etc.)

Which just illustrates the point further. Even coming up with a realistically impossible season standings that adheres close to the average would not be more accurate than JFresh’s model, so as unimpressive as a 10.4 variation seems, it’s hard to achieve.
I created a mathematical model (using no information whatsoever about hockey or the NHL, other than teams' points totals at the end of the 2022-23 and 2023-24 seasons) to create a model that had an average error of 10.5 for last season. The reason why the error was so high for my model was the disastrous season the Predators had last year - they accounted for 10% of my total error after dropping from 99 points and trending upwards to just 68 points, and they were probably the reason JFresh's predictions were not as good last season as they were the season before.

My model, if you're interested, averages the points totals from the two previous seasons (to reduce the effects of random events like injuries), then averages that number with the average number of points all teams obtained in the previous season (to account for potential regression to the mean), then adds half the difference between the points the team accumulated in the previous two seasons (to account for trends).

Not perfect, but remarkably close to the performance of the much more sophisticated JFresh model, without taking the effects of any individual players (trades, injuries, retirements, progression/regression/decline) into account.
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Old 09-02-2025, 02:30 PM   #668
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I just saw Toews for the first time in a Jets practice jersey. Looks great. Realistically speaking, I don't think there's any kind of ceiling for the amount of goals and points he puts up. 150 points? 200 points? Sky is the limit
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Old 09-02-2025, 03:19 PM   #669
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I just saw Toews for the first time in a Jets practice jersey. Looks great. Realistically speaking, I don't think there's any kind of ceiling for the amount of goals and points he puts up. 150 points? 200 points? Sky is the limit
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Old 09-02-2025, 03:59 PM   #670
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I just saw Toews for the first time in a Jets practice jersey. Looks great. Realistically speaking, I don't think there's any kind of ceiling for the amount of goals and points he puts up. 150 points? 200 points? Sky is the limit
LOL. Realistically speaking... and then he will get zero points in 4 games in the playoffs.
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Old 09-02-2025, 04:41 PM   #671
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its the 2025 off season thread. is this for flames only? if so the title is a little misleading
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Old 09-02-2025, 05:02 PM   #672
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I created a mathematical model (using no information whatsoever about hockey or the NHL, other than teams' points totals at the end of the 2022-23 and 2023-24 seasons) to create a model that had an average error of 10.5 for last season. The reason why the error was so high for my model was the disastrous season the Predators had last year - they accounted for 10% of my total error after dropping from 99 points and trending upwards to just 68 points, and they were probably the reason JFresh's predictions were not as good last season as they were the season before.

My model, if you're interested, averages the points totals from the two previous seasons (to reduce the effects of random events like injuries), then averages that number with the average number of points all teams obtained in the previous season (to account for potential regression to the mean), then adds half the difference between the points the team accumulated in the previous two seasons (to account for trends).

Not perfect, but remarkably close to the performance of the much more sophisticated JFresh model, without taking the effects of any individual players (trades, injuries, retirements, progression/regression/decline) into account.
I think you’re totally missing the point (you’re not alone, as Enoch and a couple others aren’t getting it either). The point isn’t to create the most accurate model by eliminating inputs and reducing the sophistication of the model. The point is creating a sophisticated model with these necessary inputs that is as accurate as possible.

For example. I “fixed” your model by removing the redundant addition of adding half the difference. Got it to 10.2. I “fixed” it further by adding the redundant addition back and reducing it to 1/8 instead of 1/2. Got it to 10.0. So the question is: how useful is the model? What do we learn from it if I can change one arbitrary number we just made up and make it more accurate? The answers are probably “not at all” and “nothing.”

Go back and apply your model to the year previous. 10.7. JFresh? 9.9. You’re solely trying to reverse engineer a model with the lowest error rate by ignoring as many inputs as possible, while he has a model with a laundry list of inputs and simply hopes it’s among the least inaccurate.

The point of the whole thing is the inputs. It’s a reflection of how a team should perform based on all of the inputs you ignored or eliminated. It’s more about the “why” and less about the result. The closer the result, the more we learn about the accuracy of the why and how (not the reverse). Without any why or how there’s really nothing to learn and no point to having developed a model in the first place.
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Old 09-02-2025, 05:26 PM   #673
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I think you’re totally missing the point (you’re not alone, as Enoch and a couple others aren’t getting it either). The point isn’t to create the most accurate model by eliminating inputs and reducing the sophistication of the model. The point is creating a sophisticated model with these necessary inputs that is as accurate as possible.

For example. I “fixed” your model by removing the redundant addition of adding half the difference. Got it to 10.2. I “fixed” it further by adding the redundant addition back and reducing it to 1/8 instead of 1/2. Got it to 10.0. So the question is: how useful is the model? What do we learn from it if I can change one arbitrary number we just made up and make it more accurate? The answers are probably “not at all” and “nothing.”

Go back and apply your model to the year previous. 10.7. JFresh? 9.9. You’re solely trying to reverse engineer a model with the lowest error rate by ignoring as many inputs as possible, while he has a model with a laundry list of inputs and simply hopes it’s among the least inaccurate.

The point of the whole thing is the inputs. It’s a reflection of how a team should perform based on all of the inputs you ignored or eliminated. It’s more about the “why” and less about the result. The closer the result, the more we learn about the accuracy of the why and how (not the reverse). Without any why or how there’s really nothing to learn and no point to having developed a model in the first place.
I was trying to prove that an average error of 10.4 is not good, only slightly better than picking random numbers. All of those inputs in the JFresh model make it no better than some simple model that has nothing at all to do with the sport or the league. So there's something wrong with it. If the JFresh model is any good, it should be measurably better, regardless of how that result was reached. If you're inputting a whole bunch of information that you think is relevant but your results are no more accurate, then maybe what you think is relevant isn't, or isn't weighted properly. It's not the concept of the JFresh model that's the problem, it's the model's design.

Last edited by Macindoc; 09-02-2025 at 05:32 PM.
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