Ryan Ma 📊

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Ryan Ma 📊

Ryan Ma 📊

@RyanMaScouting

🎓 BMath ’25 @UWaterloo | 🏒 US Regional Scout @DobberProspects | 📊Prospect Analytics Cards @T2TProspects | #LeafsForever

Toronto, Ontario Katılım Mart 2022
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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
🚨Check out my almost 6000 word Substack deep dive on 7 #2026NHLDraft eligible FWDs! 🚨 Featuring: @LondonKnights Cover & Brown @Ottawa67sHockey Vandenberg @KingstonFronts Mclean @WHLHitmen Amrhein @USAHockeyNTDP Cullen @GamblersHockey Hafele 🔗: open.substack.com/pub/ryanmascou…
Ryan Ma 📊 tweet media
Ryan Ma 📊@RyanMaScouting

Back to back #2026NHLDraft Monthly Musings for March! 🚨Check out my 5000+ word Substack on 7 #2026NHLDraft Prospects!!!! 🚨 A few really intriguing toolsy power forwards, steady defensive defensemen & complementary bottom six guys in this one 👀 🔗: open.substack.com/pub/ryanmascou…

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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
Going forward, now that I have access to the @T2TProspects accounts, all cards are going to be posted on there outside of a few special occasions so make sure to follow! For #Flames Potter & Wyttenbach, both elite D+1 seasons The model prefers Potter’s all around skillset but Wyttenbach’s productivity is hard to deny and ultimately gives him the slight edge in overall final rankings
Ryan Ma 📊 tweet mediaRyan Ma 📊 tweet media
Forever Red@AntiTankAIDrone

@RyanMaScouting Are #Flames prospects Ethan Wyttenbach and Cullen Potter graded any differently? They are from the same draft class, also in the NCAA.

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Tape2Tape Prospects
Tape2Tape Prospects@T2TProspects·
Many were surprised to see Michael Hage snubbed as a Hobey Baker finalist, and his card backs up the eye test. He has nearly nothing left to prove at the NCAA level and could be a top-six piece for the #GoHabsGo for a long time!
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H.I.G@ThatNuShab

@T2TProspects Show me Michael Hage

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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
@fvc022 @T2TProspects We have Verhoeff, but you’ll have to wait on his cards for when draft season rolls around 😉 I do have a few cards posted of the draft year guy on my Substack alongside my scouting report deep dives, but it won’t have any of the big names
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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
@fvc022 @T2TProspects I think Nick is unfortunately too old for the cards this year 😔 The model only goes up to D+3 seasons and I think Nick is in his D+4 now
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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
I would say definitely more so the second one. They’re similar players at this current stage in terms of impact, but McKenna we expect to be better in the long run because of development. The model is meant primarily to gage current on ice impact and then prioritizing/ordering similar impacts by assigning higher value to younger players
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Louhabs1909
Louhabs1909@Loubrass2·
@RyanMaScouting @JamesConnelly37 @fellachance @T2TProspects So should I assume that Hage and Mckenna are projected the same impact at any unknown standardised age (let's say they're both 27) as of TODAY or should I understand that they're evaluated at their own rspctv age, therefore Mckenna being superior because we expect progression?
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Louhabs1909
Louhabs1909@Loubrass2·
@RyanMaScouting @JamesConnelly37 @fellachance @T2TProspects Wait maybe I'm not understanding, wouldn't it be if they both stepped on the ice tonight, but they would be at an "X" standardised age projection of themselves? Because then wouldn't age be factored in twice? :Mckenna's age bumps him up AND he'll get better between now and Hage?
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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
@OS_v_38 @T2TProspects Thank you Owen! As a Leafs fans I’m not looking forward to a Hagens - Minten 1-2 punch down the middle for the next 15 years 😭
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Ryan Ma 📊 retweetledi
Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
With James Hagens signing a deal to join the #NHLBruins, check out his INSANE player card comparisons from our @T2TProspects card NCAA Impact Comps: #TusksUp Cooley #GoAvsGo Brindley #SeaKraken Beniers #LGRW Plante #CBJ Johnson #NHLBruins got a special one.
Tape2Tape Prospects@T2TProspects

🚨Card Requests🚨 For the first 20 people to request a U22 NHL-affiliated prospect, we will share their latest T2T card! We have most leagues covered, but the most notable omission is the AHL.

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Ryan Ma 📊 retweetledi
Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
🚨Check out my almost 6000 word Substack deep dive on 7 #2026NHLDraft eligible FWDs! 🚨 Featuring: @LondonKnights Cover & Brown @Ottawa67sHockey Vandenberg @KingstonFronts Mclean @WHLHitmen Amrhein @USAHockeyNTDP Cullen @GamblersHockey Hafele 🔗: open.substack.com/pub/ryanmascou…
Ryan Ma 📊 tweet media
Ryan Ma 📊@RyanMaScouting

Back to back #2026NHLDraft Monthly Musings for March! 🚨Check out my 5000+ word Substack on 7 #2026NHLDraft Prospects!!!! 🚨 A few really intriguing toolsy power forwards, steady defensive defensemen & complementary bottom six guys in this one 👀 🔗: open.substack.com/pub/ryanmascou…

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Ryan Ma 📊 retweetledi
Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
#Flames fans are going to love this card Reschny was a huge part of NoDaks team & the player comps speak for themselves #SeaKraken Beniers #CBJ Johnson #Smashville Stiga #TexasHockey Martino #TusksUp Ludtke The high end comps are as good as they get… he’s going to be so good
Tape2Tape Prospects@T2TProspects

Cole Reschny has made a ton of noise in his freshman year at NoDak, leading the team in scoring! Reschny showed a great playmaking dimension to his game and was also highly efficient when shooting the puck! #Flames

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Ryan Ma 📊 retweetledi
Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
Missed this guy by 2 picks… Heard rumblings around the draft that #LeafsForever really liked him Chicago Steel connection with Marlies GM Ryan Hardy… he went to the #GoHabsGo & Toronto traded down after that for Danford The rest, as they say, is history Sick to my stomach
Tape2Tape Prospects@T2TProspects

Many were surprised to see Michael Hage snubbed as a Hobey Baker finalist, and his card backs up the eye test. He has nearly nothing left to prove at the NCAA level and could be a top-six piece for the #GoHabsGo for a long time!

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Ryan Ma 📊 retweetledi
Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
I wasn’t particularly sold on Hemming in his draft year, but #TexasHockey saw enough to spend a 1st rounder on the hard shooting 🇫🇮 forward A strong WJC has parlayed into a great 2nd half of the year for him. Great news for Dallas fans… not so much for everyone else in the West
Tape2Tape Prospects@T2TProspects

It has been a tale of two seasons for Emil Hemming, who has shown great improvement since the turn of the year! Expect him to make some noise in the OHL playoffs with Barrie! #TexasHockey

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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
I was a big fan of Romani in his D-1 as an overager Last year his transition play was a big weakness in the OHL per the model and that’s regressed back down to the mean after a really strong start to the year for the #Canucks prospect at MSU Fun player but likely a AAAA guy
Tape2Tape Prospects@T2TProspects

Anthony Romani was one of the most prolific OHL scorers over the past two years, and his scoring has mostly translated to the NCAA level. While his efficiency lags a bit behind his total involvement, he still has plenty of upside! #Canucks

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Ryan Ma 📊 retweetledi
Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
I’ve finally got access back to the @T2TProspects account so to celebrate, we’re doing card requests for NHL affiliated prospects over there! We’re only taking 20 requests so get yours in! Make sure to give everyone affiliated with @T2TProspects in the comments a follow! 😉
Tape2Tape Prospects@T2TProspects

🚨Card Requests🚨 For the first 20 people to request a U22 NHL-affiliated prospect, we will share their latest T2T card! We have most leagues covered, but the most notable omission is the AHL.

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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
@Loubrass2 @JamesConnelly37 @fellachance @T2TProspects In terms of overall impact with everything taken into account, yes, the model regards both Hage and McKenna very similarly if they were to both step on the ice for a game tonight Even if the strengths and weaknesses will differ, they’re both elite college players at this stage
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Louhabs1909
Louhabs1909@Loubrass2·
@RyanMaScouting @JamesConnelly37 @fellachance @T2TProspects Which should absolutely be accounted for, you're right, they're almost 2 years and 1 NCAA season apart, it matters. But then that also means your model likes Michael Hage almost as much as Gavin Mckenna, while considering evrt, am I right? 👀 That's all I'm willing to hear 😁😉.
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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
100%! Thank YOU for the questions. We love getting people interested in the cards, and trying to understand the inner logic behind them We’ve put a lot of effort into trying to mold the underlaying data so that it can create a comprehensive overall picture of players and their relative impact against their peers and adding historical context outside of the traditional counting stats
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Louhabs1909
Louhabs1909@Loubrass2·
@RyanMaScouting Thank you so much for answering my questions, as well as @JamesConnelly37 . Love being able to discuss this kind of stuff with the people behind the models.
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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
This is a great question! We do take into account TOI, role, and deployment in our grading! All stats are standardized to per/60 so Hage’s lower TOI means he actually benefits in a lot of the raw scores As a result we actually tend to give slight bonuses to players that play more as it showcases their role and importance to their team, as well as boosts for players that play a more heavy defensive zone deployment
Louhabs1909@Loubrass2

@JamesConnelly37 @fellachance @T2TProspects Do you have Michael Hage's calculated percentile beyond just knowing that he's comprised between [99;100[? I'd be VERY interested. And also, since TOI data has just recently started getting tracked for NCAA players, are there attempts at standardising productions for TOI?

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Ryan Ma 📊
Ryan Ma 📊@RyanMaScouting·
Comes down primarily to age, in the same quality of league, players that can drive the same elite results and on ice events while being less experienced should be valued more strongly and so you’ll see a lot of the times that similarly rated players in the model will often result in the younger player getting the bump
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Louhabs1909
Louhabs1909@Loubrass2·
@JamesConnelly37 @fellachance @T2TProspects Very interesting, thank you so much for the full answer! What in your model separates Mckenna's 100th percentile from Hage's 99th considering they got the same amount of points in 3 games difference but with Mckenna playing 6(!!) more TOI minutes? Age? QOTeammates? D+2 vs D-0?
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Keşfet

@FlamesEnjoyer13 @T2TProspects @fvc022 @Loubrass2 @JamesConnelly37 @fellachance @OS_v_38 @LondonKnights