Team ixGd-Adjusted Expected Goals (2023-01-10)

Individual Expected Goal Differential

There are a few public models that estimate the number of goals a skater is “expected” to have scored. The models do that by calculating the probability of a skater’s shot attempts becoming goals based on certain criteria (such as the location where a shot was taken, type of shot, etc.). In this post I use the expected goals data from Natural Stat Trick.

A skater won’t always score the exact number of goals that he’s “expected” to score, and that’s where Individual Expected Goal Differential (or “ixGd”) comes in. A skater’s ixGd compares his actual goals to his expected goals over a period of time. The calculation is simple:

ixGd = Actual Goals / Expected Goals

When a skater scores more goals than expected his ixGd will be greater than 1.0. When he scores fewer goals than expected his ixGd will be less than 1.0. It can be easier to think of these numbers as percentages: an ixGd of 1.15 is like 115%, and an ixGd of 0.85 is like 85%.

Once a skater’s baseline ixGd is established it can be used to “adjust” a smaller sample of his expected goals to bring them in line with his past performance. This is also a simple calculation:

ixGd-Adjusted Expected Goals = Expected Goals * ixGd

team’s expected goals can be adjusted by simply adjusting the expected goals of the team’s skaters. It’s this team-level adjustment that’s the focus of this post.

Top 20 ixGd-Adjusted Expected Goals (Last 10 Team Games)

Before getting into the team-level analysis, here’s a list of 20 skaters with the highest ixGd-adjusted expected goals in their last 10 team games. Given such a small sample size there are usually some significant over/under producers here. They’re highlighted in the “DIFF” column.

SkaterTeamF/DGPGoalsixGixGdixGd-AdjustedDIFF
Jack HughesN.JF10107.881.20094369.461
Kirill KaprizovMINF1065.181.57980758.18-2
Jason RobertsonDALF1054.571.58760897.26-2
Alex OvechkinWSHF1095.251.35774227.132
Mikko RantanenCOLF1064.901.42650786.99-1
Mark ScheifeleWPGF1054.581.50803466.91-2
David PastrnakBOSF10124.931.38888896.855
Kevin FialaL.AF1065.371.23199006.62-1
Michael BuntingTORF1066.101.04355726.370
Filip ForsbergNSHF1074.431.43369186.351
Leon DraisaitlEDMF814.141.51042526.25-5
Timo MeierS.JF1095.671.08806536.173
Bo HorvatVANF1084.201.44988446.092
Zach HymanEDMF1067.100.85388996.060
Mark StoneVGKF1056.310.96101046.06-1
Chris KreiderNYRF1054.611.25243985.77-1
Brandon HagelT.BF1074.151.34786355.591
J.T. MillerVANF1044.281.29300395.53-2
Matthew TkachukFLAF1064.961.10437085.481
Tage ThompsonBUFF10103.361.60371395.395

Summary Of Team ixGd-Adjusted Expected Goals (Last 10 Games)

Now for the team summary. The table below is sorted based on the highest ixGd-adjusted expected goals during the last 10 games. Once again I’ve highlighted the over/under producers in the “DIFF” column.

A quick note on how I calculated the ixGd data for this post. I used data from the last 150 team games and assigned ixGd values to skaters who played in more than 100 of those games. Any skater who played in the last 10 games but who was not assigned an ixGd value was simply treated as a “1.0” (i.e., he was treated as having expected goals equal to the value calculated by Natural Stat Trick). On average, this assumption likely overstates a team’s ixGd-adjusted expected goals because the skaters who played in only a few games are unlikely to be skilled shooters and probably have an ixGd below “1.0”. Keep this in mind when reviewing the data below.

TeamGoalsxGixGd-AdjustedDIFF
Nashville Predators4739.1942.774
New Jersey Devils3136.5839.30-8
Colorado Avalanche2433.3838.75-15
Dallas Stars3237.8138.68-7
Toronto Maple Leafs4036.3838.372
Minnesota Wild3431.8737.92-4
Tampa Bay Lightning3134.0837.68-7
Seattle Kraken4331.9636.696
Vancouver Canucks3232.5136.34-4
Buffalo Sabres4032.0535.894
Calgary Flames3436.2235.50-2
Carolina Hurricanes3737.0635.352
Washington Capitals4030.1334.705
Edmonton Oilers3232.8934.63-3
San Jose Sharks3033.5734.28-4
Florida Panthers2932.3534.24-5
Boston Bruins4031.7633.986
St Louis Blues3728.4333.913
Pittsburgh Penguins2631.2932.59-7
Ottawa Senators2431.4932.35-8
New York Rangers3830.8632.346
Vegas Golden Knights3133.1431.70-1
Arizona Coyotes2628.2131.38-5
Winnipeg Jets3128.9430.960
Los Angeles Kings3528.9429.795
Detroit Red Wings3028.8829.361
New York Islanders3027.9729.161
Columbus Blue Jackets1825.2927.28-9
Philadelphia Flyers4028.5227.2613
Anaheim Ducks2025.2826.99-7
Montreal Canadiens2023.4324.83-5
Chicago Blackhawks1924.5622.71-4

The above table doesn’t highlight which teams were most affected by the ixGd adjustment. This plot shows the effect of that adjustment for each team.

One thing that’s interesting about this team-level adjustment is that it can show which teams emphasize “skilled” shooting (top of the plot) rather than “volume” shooting (bottom of the plot). Of course, some teams might simply have very few skilled shooters on the roster.

Skater Data For All Teams (Last 10 Team Games)

This is all the data for the last 10 team games arranged by team. Want to see a particular skater’s ixGd? It’s in here. Want to see a team’s best shooters? That’s here too.

TeamSkaterF/DGPGoalsixGixGdixGd-Adjusted
ANATroy TerryF1003.731.14060104.25
ANATrevor ZegrasF1022.531.32913613.36
ANAMason McTavishF1052.911.00000002.91
ANAAdam HenriqueF1032.181.09824872.39
ANAFrank VatranoF1012.430.97859332.38
ANASam CarrickF1021.361.22950821.67
ANARyan StromeF1031.441.16009281.67
ANAMax ComtoisF1001.381.02156641.41
ANABrett LeasonF1001.351.00000001.35
ANACam FowlerD1010.831.31904371.09
ANAJohn KlingbergD1021.200.88195391.06
ANAJakob SilfverbergF1011.120.68571430.77
ANASimon BenoitD1000.681.00000000.68
ANAJustin KirklandF700.501.00000000.50
ANAJayson MegnaF1000.391.00000000.39
ANADmitry KulikovD1000.311.16429500.36
ANAUrho VaakanainenD700.341.00000000.34
ANAKevin ShattenkirkD900.500.61680800.31
ANANathan BeaulieuD400.051.00000000.05
ANAColton WhiteD300.051.00000000.05
ARINick SchmaltzF932.891.25906143.64
ARIClayton KellerF1022.501.41052013.53
ARIBarrett HaytonF1022.601.00000002.60
ARINick BjugstadF1032.590.98445602.55
ARINick RitchieF1012.321.10069302.55
ARILawson CrouseF1012.001.20286092.41
ARITravis BoydF1012.191.07728342.36
ARIShayne GostisbehereD1011.181.71646542.03
ARIChristian FischerF1022.200.89766611.97
ARIJakob ChychrunD1021.961.00000001.96
ARIJack McBainF1021.611.00000001.61
ARIMichael CarconeF620.881.00000000.88
ARIJuuso ValimakiD1010.711.00000000.71
ARIJ.J. MoserD1020.711.00000000.71
ARIMatias MaccelliF310.631.00000000.63
ARIJosh BrownD1000.360.94043890.34
ARIPatrik NemethD1000.231.09890110.25
ARITroy StecherD1000.221.00000000.22
ARIZack KassianF900.201.00000000.20
ARILaurent DauphinF200.171.00000000.17
ARIDylan GuentherF100.061.00000000.06
BOSDavid PastrnakF10124.931.38888896.85
BOSPatrice BergeronF1054.470.93359174.17
BOSBrad MarchandF1042.621.38485593.63
BOSJake DeBruskF752.881.15467243.33
BOSCharlie CoyleF1022.120.98360662.09
BOSPavel ZachaF1022.060.94014421.94
BOSTrent FredericF1031.711.08904551.86
BOSTaylor HallF1001.631.13510521.85
BOSDavid KrejciF1021.691.00000001.69
BOSHampus LindholmD1012.130.72411301.54
BOSCraig SmithF911.091.05263161.15
BOSCharlie McAvoyD1000.800.95302930.76
BOSNick FolignoF1010.940.65554230.62
BOSTomas NosekF800.940.63510390.60
BOSMatt GrzelcykD1000.421.21293800.51
BOSBrandon CarloD1010.441.12676060.50
BOSConnor CliftonD1010.550.85714290.47
BOSA.J. GreerF400.201.00000000.20
BOSDerek ForbortD1000.091.92837470.17
BOSChris WagnerF100.051.00000000.05
BOSJakub ZborilD100.001.00000000.00
BUFTage ThompsonF10103.361.60371395.39
BUFJeff SkinnerF843.741.14871794.30
BUFAlex TuchF1054.570.94111324.30
BUFKyle OkposoF943.031.16794203.54
BUFRasmus DahlinD1032.561.35198143.46
BUFDylan CozensF1033.030.83955222.54
BUFCasey MittelstadtF1021.601.12994351.81
BUFZemgus GirgensonsF1011.731.00000001.73
BUFJack QuinnF1001.731.00000001.73
BUFVictor OlofssonF1030.881.57480311.39
BUFPeyton KrebsF1011.221.00000001.22
BUFTyson JostF1021.230.93457941.15
BUFJJ PeterkaF1011.061.00000001.06
BUFMattias SamuelssonD1000.951.00000000.95
BUFOwen PowerD700.681.00000000.68
BUFKale ClagueD1000.311.00000000.31
BUFJacob BrysonD700.150.76628350.11
BUFLawrence PilutD310.091.00000000.09
BUFCasey FitzgeraldD400.051.00000000.05
BUFIlya LyubushkinD700.050.92879260.05
BUFJeremy DaviesD100.021.00000000.02
BUFRasmus AsplundF200.010.87623220.01
BUFVinnie HinostrozaF100.001.00000000.00
CARAndrei SvechnikovF1024.241.02676934.35
CARMartin NecasF1043.981.08991834.34
CARStefan NoesenF833.051.00000003.05
CARSeth JarvisF1003.370.89494163.02
CARSebastian AhoF712.521.02091222.57
CARPaul StastnyF1013.190.77608512.48
CARDerek StepanF1032.001.00000002.00
CARJordan MartinookF1022.140.81447961.74
CARJesperi KotkaniemiF1031.840.94527361.74
CARTeuvo TeravainenF1021.830.94435081.73
CARJordan StaalF1041.500.94681151.42
CARBrady SkjeiD931.071.32802121.42
CARJesper FastF1031.420.85971081.22
CARBrent BurnsD1011.020.86823290.89
CARMax PaciorettyF220.841.00000000.84
CARBrett PesceD1000.940.89365500.84
CARDylan CoghlanD200.541.00000000.54
CARJalen ChatfieldD1020.391.00000000.39
CARJaccob SlavinD1010.680.54907340.37
CARCalvin de HaanD900.410.74850300.31
CARJack DruryF300.091.00000000.09
CBJPatrik LaineF811.941.59053833.09
CBJJack RoslovicF1002.071.35938832.81
CBJGustav NyquistF1022.311.14235502.64
CBJJohnny GaudreauF1011.851.23611982.29
CBJKent JohnsonF1022.041.00000002.04
CBJSean KuralyF1001.930.93724531.81
CBJKirill MarchenkoF1061.641.00000001.64
CBJCarson MeyerF801.341.00000001.34
CBJEmil BemstromF621.231.00000001.23
CBJEric RobinsonF701.400.82644631.16
CBJMathieu OlivierF1001.081.00000001.08
CBJTim BerniD1000.981.00000000.98
CBJLiam FoudyF800.821.00000000.82
CBJVladislav GavrikovD1001.060.72992700.77
CBJBoone JennerF110.700.97309670.68
CBJMarcus BjorkD910.571.00000000.57
CBJAndrew PeekeD810.541.04602510.56
CBJErik GudbransonD1000.381.10935020.42
CBJCole SillingerF700.450.87209300.39
CBJAdam BoqvistD500.361.00000000.36
CBJJake ChristiansenD300.261.00000000.26
CBJYegor ChinakhovF200.221.00000000.22
CBJGavin BayreutherD510.081.00000000.08
CBJJosh DunneF300.041.00000000.04
CGYAndrew MangiapaneF1003.861.24450954.80
CGYTyler ToffoliF1054.031.03116414.16
CGYElias LindholmF1042.831.36068243.85
CGYBlake ColemanF1023.800.80939953.08
CGYDillon DubeF1032.781.06951872.97
CGYNazem KadriF1053.110.92592592.88
CGYMikael BacklundF1023.270.64239832.10
CGYJonathan HuberdeauF1031.821.15252572.10
CGYMilan LucicF1031.880.87946201.65
CGYTrevor LewisF1011.780.87403601.56
CGYAdam RuzickaF1001.131.00000001.13
CGYRasmus AnderssonD1011.410.67733990.96
CGYNoah HanifinD1000.990.93271150.92
CGYNikita ZadorovD1020.751.17785630.88
CGYMacKenzie WeegarD1011.170.72829130.85
CGYBrett RitchieF610.801.00000000.80
CGYMichael StoneD1010.511.00000000.51
CGYChris TanevD900.231.00000000.23
CGYConnor MackeyD100.071.00000000.07
CGYDennis GilbertD100.001.00000000.00
CGYRadim ZohornaF300.001.00000000.00
CHIMax DomiF1022.431.17551682.86
CHIPatrick KaneF832.740.90530952.48
CHITaylor RaddyshF1012.190.99667772.18
CHIAndreas AthanasiouF1021.851.00000001.85
CHIJonathan ToewsF1011.501.10950311.66
CHITyler JohnsonF811.441.00000001.44
CHIJason DickinsonF1001.920.69930071.34
CHISeth JonesD1011.530.64973420.99
CHISam LaffertyF1011.660.59366750.99
CHILukas ReichelF210.971.00000000.97
CHIPhilipp KurashevF1021.290.70999450.92
CHIReese JohnsonF800.911.00000000.91
CHIConnor MurphyD1010.511.34907250.69
CHIColin BlackwellF710.561.12881810.63
CHICaleb JonesD700.551.00000000.55
CHIJake McCabeD1010.501.03806230.52
CHIJujhar KhairaF300.421.00000000.42
CHIMacKenzie EntwistleF410.401.00000000.40
CHIIsaak PhillipsD700.381.00000000.38
CHIIan MitchellD600.201.00000000.20
CHIBrett SeneyF200.121.00000000.12
CHIBoris KatchoukF700.111.00000000.11
CHIJack JohnsonD1000.370.25445290.09
CHIJarred TinordiD100.011.00000000.01
COLMikko RantanenF1064.901.42650786.99
COLCale MakarD1043.151.60599575.06
COLJ.T. CompherF1033.901.16648994.55
COLArtturi LehkonenF1013.460.94882123.28
COLAlex NewhookF1012.361.12233452.65
COLNathan MacKinnonF422.121.13075662.40
COLValeri NichushkinF401.811.17684482.13
COLEvan RodriguesF821.950.99386141.94
COLDevon ToewsD1011.131.38157891.56
COLBen MeyersF1001.521.00000001.52
COLDenis MalginF701.361.00000001.36
COLSamuel GirardD1021.061.25523011.33
COLLogan O’ConnorF1001.470.68965521.01
COLErik JohnsonD1000.640.93240090.60
COLBrad HuntD1010.601.00000000.60
COLKurtis MacDermidD900.471.00000000.47
COLAndrew CoglianoF810.460.75187970.35
COLJacob MacDonaldD700.311.00000000.31
COLMartin KautF600.201.00000000.20
COLDarren HelmF300.230.70093460.16
COLAndreas EnglundD900.151.00000000.15
COLCharles HudonF300.131.00000000.13
COLDryden HuntF100.000.58616650.00
COLJean-Luc FoudyF100.001.00000000.00
DALJason RobertsonF1054.571.58760897.26
DALRoope HintzF1063.981.25531485.00
DALJoe PavelskiF1024.380.94091084.12
DALTyler SeguinF1043.301.09614783.62
DALJamie BennF1033.750.90909093.41
DALMason MarchmentF1003.670.78238192.87
DALWyatt JohnstonF1042.061.00000002.06
DALMiro HeiskanenD1022.260.81145581.83
DALEsa LindellD1021.241.06075221.32
DALFredrik OlofssonF611.061.00000001.06
DALNils LundkvistD1010.921.00000000.92
DALRadek FaksaF1001.760.49285360.87
DALRyan SuterD1000.870.93720710.82
DALJoel KivirantaF1011.160.68912710.80
DALJani HakanpääD1010.581.34770890.78
DALTy DellandreaF1000.761.00000000.76
DALLuke GlendeningF1000.870.63051700.55
DALColin MillerD900.531.01832990.54
DALRiley TufteF300.051.00000000.05
DALJoel HanleyD100.041.00000000.04
DALDenis GurianovF100.000.93940820.00
DETDylan LarkinF932.881.21648463.50
DETMichael RasmussenF1033.900.80437583.14
DETDavid PerronF1032.311.33750713.09
DETDominik KubalikF1022.350.94052562.21
DETOskar SundqvistF1012.161.00000002.16
DETJoe VelenoF1021.711.21527782.08
DETLucas RaymondF1031.601.20923421.93
DETJake WalmanD1021.801.00000001.80
DETAndrew CoppF1001.640.92066071.51
DETElmer SoderblomF831.281.00000001.28
DETFilip HronekD1011.250.96418731.21
DETPius SuterF1011.270.75165360.95
DETAdam ErneF910.860.98814230.85
DETBen ChiarotD1000.671.19435400.80
DETJonatan BerggrenF1020.761.00000000.76
DETMoritz SeiderD1000.830.70312500.58
DETOlli MaattaD910.520.79840320.42
DETJordan OesterleD910.401.00000000.40
DETAustin CzarnikF200.291.00000000.29
DETRobby FabbriF210.281.00000000.28
DETGustav LindstromD200.121.00000000.12
EDMLeon DraisaitlF814.141.51042526.25
EDMZach HymanF1067.100.85388996.06
EDMConnor McDavidF1063.871.35446695.24
EDMRyan Nugent-HopkinsF1042.361.01838762.40
EDMKailer YamamotoF1022.030.94589481.92
EDMDarnell NurseD1011.511.14942531.74
EDMDerek RyanF1011.450.96038421.39
EDMDylan HollowayF1011.321.00000001.32
EDMTyson BarrieD1011.081.07526881.16
EDMMattias JanmarkF1021.580.67307691.06
EDMJesse PuljujarviF1021.320.76219511.01
EDMWarren FoegeleF811.400.67589310.95
EDMKlim KostinF1030.951.00000000.95
EDMRyan McLeodF810.831.08063180.90
EDMCody CeciD1000.611.10957000.68
EDMBrett KulakD1000.351.51770660.53
EDMEvan BouchardD1000.391.20210370.47
EDMDevin ShoreF200.161.00000000.16
EDMMarkus NiemelainenD700.161.00000000.16
EDMJames HamblinF200.151.00000000.15
EDMPhilip BrobergD500.131.00000000.13
FLAMatthew TkachukF1064.961.10437085.48
FLACarter VerhaegheF1043.921.31164745.14
FLASam ReinhartF1033.141.10611173.47
FLASam BennettF1013.640.92692393.37
FLAEetu LuostarinenF1022.400.95338982.29
FLAEric StaalF1052.001.00000002.00
FLAAaron EkbladD1021.711.00000001.71
FLABrandon MontourD1001.491.14370961.70
FLAAleksander BarkovF731.111.50741551.67
FLARyan LombergF1001.780.81442701.45
FLAGustav ForslingD1020.901.40350881.26
FLANick CousinsF1011.260.85665331.08
FLAAnton LundellF800.831.00000000.83
FLAGivani SmithF400.591.00000000.59
FLAColin WhiteF800.491.00000000.49
FLAMarc StaalD1000.890.52631580.47
FLAJosh MahuraD1000.441.00000000.44
FLAZac DalpeF500.301.00000000.30
FLARadko GudasD600.260.98870060.26
FLAGrigori DenisenkoF400.161.00000000.16
FLAMatt KierstedD400.061.00000000.06
FLAAnton LevtchiF200.021.00000000.02
FLAAleksi HeponiemiF200.001.00000000.00
L.AKevin FialaF1065.371.23199006.62
L.AViktor ArvidssonF1044.080.95447873.89
L.AAdrian KempeF1052.401.23711342.97
L.AAnze KopitarF1012.571.01449282.61
L.AGabriel VilardiF1032.381.00000002.38
L.AAlex IafalloF1052.560.88360762.26
L.APhillip DanaultF1051.811.15684692.09
L.AQuinton ByfieldF701.561.00000001.56
L.ADrew DoughtyD1011.170.75075080.88
L.ABlake LizotteF1010.811.04347830.85
L.AMatt RoyD1010.710.74487900.53
L.ARasmus KupariF1010.511.00000000.51
L.ASean DurziD1010.490.84033610.41
L.ATrevor MooreF300.540.68337130.37
L.AMikey AndersonD1000.480.74962520.36
L.AArthur KaliyevF100.370.92891760.34
L.ACarl GrundstromF400.301.08974360.33
L.ASean WalkerD910.321.00000000.32
L.AJaret Anderson-DolanF1000.221.00000000.22
L.AAlexander EdlerD900.160.97799510.16
L.ABrendan LemieuxF500.071.00000000.07
L.AJordan SpenceD200.061.00000000.06
MINKirill KaprizovF1065.181.57980758.18
MINMats ZuccarelloF862.781.74971474.86
MINJoel Eriksson EkF1043.920.98663933.87
MINMatt BoldyF1012.991.00000002.99
MINRyan HartmanF942.161.20447382.60
MINFrederick GaudreauF1022.361.05977112.50
MINMarcus FolignoF711.391.52035312.11
MINJared SpurgeonD1031.211.51079141.83
MINSam SteelF1011.561.05820111.65
MINJordan GreenwayF911.960.63383721.24
MINConnor DewarF1011.031.00000001.03
MINMatt DumbaD1010.820.91533180.75
MINCalen AddisonD1010.641.00000000.64
MINSamuel WalkerF310.631.00000000.63
MINMason ShawF800.531.00000000.53
MINJonas BrodinD1000.461.11524160.51
MINRyan ReavesF1000.750.61199510.46
MINJake MiddletonD900.431.00000000.43
MINBrandon DuhaimeF210.431.00000000.43
MINJon MerrillD1000.251.14155250.29
MINAdam BeckmanF200.261.00000000.26
MINAlex GoligoskiD300.130.97087380.13
MTLCole CaufieldF1053.781.41803745.36
MTLNick SuzukiF1002.161.37848372.98
MTLJosh AndersonF1032.500.98065922.45
MTLMike HoffmanF811.431.42725602.04
MTLChristian DvorakF1011.810.98596891.78
MTLKirby DachF1012.230.69021521.54
MTLEvgenii DadonovF601.250.98253281.23
MTLJake EvansF1011.450.83333331.21
MTLMichael PezzettaF710.731.00000000.73
MTLJoel ArmiaF931.200.59299190.71
MTLJonathan DrouinF1000.681.00000000.68
MTLAnthony RichardF710.681.00000000.68
MTLArber XhekajD1010.571.00000000.57
MTLBrendan GallagherF310.551.00000000.55
MTLJoel EdmundsonD1000.461.00000000.46
MTLJuraj SlafkovskyF1000.411.00000000.41
MTLJohnathan KovacevicD900.371.00000000.37
MTLJordan HarrisD1000.321.00000000.32
MTLKaiden GuhleD510.271.00000000.27
MTLChris WidemanD800.191.00000000.19
MTLDavid SavardD400.260.65530800.17
MTLJustin BarronD400.131.00000000.13
N.JJack HughesF10107.881.20094369.46
N.JNico HischierF1055.041.06488365.37
N.JJesper BrattF1053.261.39631614.55
N.JTomas TatarF1024.410.89148483.93
N.JYegor SharangovichF1021.691.29070112.18
N.JErik HaulaF1012.480.85146642.11
N.JMiles WoodF1001.981.00000001.98
N.JDougie HamiltonD1021.681.07898141.81
N.JDawson MercerF1001.590.87077671.38
N.JMichael McLeodF1011.240.98704501.22
N.JFabian ZetterlundF801.061.00000001.06
N.JAlexander HoltzF710.831.00000000.83
N.JDamon SeversonD910.701.00942130.71
N.JBrendan SmithD1000.621.06707320.66
N.JJesper BoqvistF1000.521.16120220.60
N.JRyan GravesD700.441.15667720.51
N.JOndrej PalatF200.201.06382980.21
N.JKevin BahlD800.211.00000000.21
N.JJohn MarinoD210.310.64935060.20
N.JNikita OkhotiukD400.141.00000000.14
N.JTyce ThompsonF200.091.00000000.09
N.JJonas SiegenthalerD1000.200.38461540.08
N.JAndreas JohnssonF100.011.00000000.01
NSHFilip ForsbergF1074.431.43369186.35
NSHTanner JeannotF1003.101.19760483.71
NSHMatt DucheneF942.281.36657883.12
NSHNino NiederreiterF1022.841.08585863.08
NSHRoman JosiD1042.211.31667792.91
NSHYakov TreninF1032.830.94339622.67
NSHRyan JohansenF1011.671.52905202.55
NSHCody GlassF1022.311.00000002.31
NSHTommy NovakF1041.611.30841122.11
NSHTommy NovakF1041.611.05750171.70
NSHJuuso ParssinenF1001.661.00000001.66
NSHTommy NovakF1041.610.95238101.53
NSHMikael GranlundF1001.910.76815641.47
NSHColton SissonsF1031.820.80200501.46
NSHCole SmithF501.461.00000001.46
NSHMattias EkholmD1031.580.72507551.15
NSHJeremy LauzonD1020.940.99009900.93
NSHMark JankowskiF610.901.00000000.90
NSHRyan McDonaghD910.710.73995770.53
NSHDante FabbroD800.790.64724920.51
NSHAlexandre CarrierD1010.690.61855670.43
NSHRoland McKeownD200.181.00000000.18
NSHJordan GrossD110.051.00000000.05
NYIAnders LeeF1054.090.96175863.93
NYIBrock NelsonF1012.731.41291113.86
NYIJean-Gabriel PageauF1033.041.14942533.49
NYIZach PariseF1033.500.87768973.07
NYIAnthony BeauvillierF1022.121.08731472.31
NYIJosh BaileyF1011.691.36017412.30
NYIMathew BarzalF971.781.02440491.82
NYINoah DobsonD1000.971.47341451.43
NYIHudson FaschingF1011.221.00000001.22
NYICasey CizikasF911.390.78934391.10
NYIAatu RatyF720.811.00000000.81
NYIRyan PulockD1010.840.77519380.65
NYIOliver WahlstromF500.621.05017500.65
NYIScott MayfieldD1000.570.88607590.51
NYISimon HolmstromF410.451.00000000.45
NYIMatt MartinF1000.820.53639850.44
NYIAlexander RomanovD1010.560.66225170.37
NYISebastian AhoD1000.361.00000000.36
NYIParker WotherspoonD700.231.00000000.23
NYICal ClutterbuckF210.110.80000000.09
NYIRobin SaloD300.071.00000000.07
NYIRoss JohnstonF400.001.00000000.00
NYRChris KreiderF1054.611.25243985.77
NYRVincent TrocheckF1034.130.79848713.30
NYRArtemi PanarinF1052.581.27504553.29
NYRMika ZibanejadF1042.521.24929023.15
NYRFilip ChytilF1043.570.84434653.01
NYRKaapo KakkoF1032.181.10311752.40
NYRAlexis LafrenièreF901.221.46520151.79
NYRVitali KravtsovF1011.681.00000001.68
NYRAdam FoxD1001.361.19521911.63
NYRK’Andre MillerD1020.931.24760081.16
NYRJimmy VeseyF1021.680.64906971.09
NYRJulien GauthierF720.851.00000000.85
NYRJonny BrodzinskiF610.701.00000000.70
NYRJacob TroubaD1030.780.87361680.68
NYRBarclay GoodrowF1020.740.80058220.59
NYRSammy BlaisF800.491.00000000.49
NYRBraden SchneiderD1010.311.00000000.31
NYRBen HarpurD1000.261.00000000.26
NYRRyan LindgrenD1000.270.69156290.19
OTTTim StützleF884.491.08875744.89
OTTDrake BathersonF1034.601.02123094.70
OTTAlex DeBrincatF1043.461.31195344.54
OTTBrady TkachukF1014.230.74413283.15
OTTClaude GirouxF1021.441.43357762.06
OTTMark KastelicF1011.751.00000001.75
OTTParker KellyF1001.591.00000001.59
OTTShane PintoF1001.561.00000001.56
OTTThomas ChabotD1001.360.96481271.31
OTTDerick BrassardF911.220.98837211.21
OTTJacob LucchiniF711.211.00000001.21
OTTAustin WatsonF1021.031.15036981.18
OTTTravis HamonicD1000.661.29198970.85
OTTDylan GambrellF1001.220.62836620.77
OTTNick HoldenD1000.521.13636360.59
OTTJake SandersonD1010.381.00000000.38
OTTRourke ChartierF300.211.00000000.21
OTTArtem ZubD500.101.62748640.16
OTTTyler MotteF300.121.00000000.12
OTTNikita ZaitsevD400.041.16959060.05
OTTJacob Bernard-DockerD300.051.00000000.05
OTTDillon HeatheringtonD300.021.00000000.02
OTTErik BrannstromD500.230.00000000.00
PHITravis KonecnyF1093.171.03378723.28
PHIJames van RiemsdykF1023.420.92441543.16
PHIJoel FarabeeF1042.291.21145372.77
PHIOwen TippettF1042.380.92902272.21
PHIMorgan FrostF1042.191.00000002.19
PHIKevin HayesF912.170.94223682.04
PHINoah CatesF1021.741.00000001.74
PHIWade AllisonF921.631.00000001.63
PHIScott LaughtonF1041.620.92514721.50
PHITravis SanheimD1011.550.88375251.37
PHITony DeAngeloD1031.211.00000001.21
PHICam YorkD1001.051.00000001.05
PHIIvan ProvorovD1010.630.96952910.61
PHINick SeelerD710.591.00000000.59
PHIPatrick BrownF1000.571.00000000.57
PHIZack MacEwenF911.080.45572920.49
PHINicolas DeslauriersF1010.600.71090050.43
PHIJustin BraunD400.111.51187900.17
PHIOlle LycksellF100.131.00000000.13
PHIRasmus RistolainenD1000.390.31250000.12
PHIKieffer BellowsF100.001.00000000.00
PITSidney CrosbyF1033.961.32598945.25
PITJake GuentzelF1044.081.12558294.59
PITRickard RakellF1014.940.88976774.40
PITJeff CarterF1032.401.10811622.66
PITBryan RustF1022.680.96985032.60
PITJason ZuckerF832.311.00000002.31
PITBrock McGinnF1021.631.19825711.95
PITEvgeni MalkinF1031.871.00000001.87
PITKasperi KapanenF1011.121.27582021.43
PITDanton HeinenF1001.121.05932201.19
PITTeddy BluegerF1001.270.88980151.13
PITPierre-Olivier JosephD1010.641.00000000.64
PITTy SmithD410.471.00000000.47
PITMarcus PetterssonD1001.050.38022810.40
PITDrew O’ConnorF510.391.00000000.39
PITKris LetangD610.400.84694490.34
PITBrian DumoulinD1000.301.00286530.30
PITJan RuttaD1000.291.00840340.29
PITRyan PoehlingF400.181.00000000.18
PITChad RuhwedelD800.091.11111110.10
PITJosh ArchibaldF200.091.00000000.09
PITMark FriedmanD300.011.00000000.01
S.JTimo MeierF1095.671.08806536.17
S.JTomas HertlF833.591.06888363.84
S.JNico SturmF1012.351.33060393.13
S.JAlexander BarabanovF1033.550.82897032.94
S.JLogan CoutureF1012.841.00937272.87
S.JJonah GadjovichF911.991.00000001.99
S.JErik KarlssonD1011.211.62101731.96
S.JNick BoninoF1001.811.05757931.91
S.JKevin LabancF1031.851.00000001.85
S.JEvgeny SvechnikovF1011.780.88170461.57
S.JMatt NietoF911.520.91678421.39
S.JOskar LindblomF921.130.96790631.09
S.JNoah GregorF511.041.00000001.04
S.JSteven LorentzF1011.270.67814290.86
S.JScott HarringtonD900.491.00000000.49
S.JMarc-Edouard VlasicD1010.490.82987550.41
S.JRadim SimekD500.311.00000000.31
S.JMario FerraroD810.340.64205460.22
S.JJaycob MegnaD900.211.00000000.21
S.JMatthew BenningD900.130.20833330.03
SEABrandon TanevF1033.851.00000003.85
SEAOliver BjorkstrandF1033.681.00663463.70
SEADaniel SprongF1062.241.41843973.18
SEAJordan EberleF1022.821.09662123.09
SEAMatty BeniersF1043.031.00000003.03
SEAAlex WennbergF1032.241.34288273.01
SEAAndre BurakovskyF1011.301.79337232.33
SEAJared McCannF1061.401.65115582.31
SEAYanni GourdeF1012.091.09340832.29
SEARyan DonatoF832.240.88255261.98
SEAJaden SchwartzF1011.890.92779351.75
SEAVince DunnD1031.311.32812501.74
SEAAdam LarssonD1010.701.52173911.07
SEAEeli TolvanenF530.661.24555160.82
SEACarson SoucyD1010.481.61725070.78
SEAJustin SchultzD1010.700.89463220.63
SEAMorgan GeekieF700.680.81300810.55
SEAJamie OleksiakD1010.380.82568810.31
SEAWill BorgenD1000.271.00000000.27
STLBrayden SchennF1033.621.24101894.49
STLPavel BuchnevichF1032.441.49295773.64
STLBrandon SaadF1062.671.30778593.49
STLJordan KyrouF861.851.59607122.95
STLIvan BarbashevF1011.861.27551022.37
STLRobert ThomasF1031.801.24562092.24
STLJustin FaulkD1021.711.28824482.20
STLJosh LeivoF921.931.00000001.93
STLRyan O’ReillyF611.461.27565171.86
STLNoel AcciariF1011.791.00000001.79
STLVladimir TarasenkoF511.221.28240111.56
STLAlexey ToropchenkoF1011.041.00000001.04
STLColton ParaykoD1011.120.79646020.89
STLJake NeighboursF400.851.00000000.85
STLCalle RosenD730.491.00000000.49
STLNikita AlexandrovF410.431.00000000.43
STLNick LeddyD800.720.53262320.38
STLTorey KrugD300.321.19426750.38
STLNiko MikkolaD1000.370.75757580.28
STLRobert BortuzzoD910.330.71770330.24
STLTyler PitlickF500.151.00000000.15
STLNathan WalkerF510.121.00000000.12
STLSteven SantiniD200.071.00000000.07
STLLogan BrownF400.051.00000000.05
STLTyler TuckerD100.021.00000000.02
T.BBrandon HagelF1074.151.34786355.59
T.BBrayden PointF1073.891.30813955.09
T.BSteven StamkosF1013.221.41436464.55
T.BNikita KucherovF1033.301.00000003.30
T.BAlex KillornF1042.561.24309393.18
T.BNicholas PaulF1022.501.00000002.50
T.BAnthony CirelliF1023.270.73691972.41
T.BRoss ColtonF1011.741.24426982.17
T.BPierre-Edouard BellemareF1011.101.25435541.38
T.BVictor HedmanD901.241.05174591.30
T.BPat MaroonF1011.560.69033531.08
T.BVladislav NamestnikovF911.230.81723631.01
T.BCorey PerryF1001.170.83209510.97
T.BMikhail SergachevD810.891.04166670.93
T.BIan ColeD1000.720.95785440.69
T.BNick PerbixD1000.641.00000000.64
T.BErik CernakD1000.350.96463020.34
T.BZach BogosianD600.241.00000000.24
T.BHaydn FleuryD400.201.00000000.20
T.BCal FooteD400.111.00000000.11
TORMichael BuntingF1066.101.04355726.37
TORAuston MatthewsF1053.931.35814215.34
TORWilliam NylanderF1054.311.18515645.11
TORJohn TavaresF1055.660.85176334.82
TORMitchell MarnerF1032.281.33393623.04
TORPierre EngvallF1032.571.14285712.94
TORAlexander KerfootF1022.150.93954252.02
TORDavid KampfF1001.990.78856581.57
TORCalle JarnkrokF941.171.26525081.48
TORTimothy LiljegrenD1011.011.00000001.01
TORZach Aston-ReeseF1011.370.71350160.98
TORPontus HolmbergF1020.921.00000000.92
TORTJ BrodieD910.411.19453920.49
TORMorgan RiellyD600.510.81355930.41
TORJoey AndersonF400.341.00000000.34
TORConor TimminsD710.331.00000000.33
TORJustin HollD1010.330.93312600.31
TORMark GiordanoD1000.221.27551020.28
TORDryden HuntF500.410.58616650.24
TORDenis MalginF100.181.00000000.18
TORRasmus SandinD600.151.00000000.15
TORJordie BennD200.041.00000000.04
TORWayne SimmondsF100.000.53030300.00
VANBo HorvatF1084.201.44988446.09
VANJ.T. MillerF1044.281.29300395.53
VANElias PetterssonF843.511.37717824.83
VANBrock BoeserF932.790.99321712.77
VANConor GarlandF1012.740.90710042.49
VANIlya MikheyevF1031.961.23034862.41
VANAndrei KuzmenkoF1041.791.00000001.79
VANLane PedersonF711.731.00000001.73
VANJack StudnickaF811.441.00000001.44
VANSheldon DriesF721.341.00000001.34
VANQuinn HughesD1011.550.82169271.27
VANCurtis LazarF1001.310.64034150.84
VANEthan BearD900.661.25173850.83
VANLuke SchennD1000.531.38888890.74
VANDakota JoshuaF1000.721.00000000.72
VANWilliam LockwoodF400.411.00000000.41
VANRiley StillmanD400.301.00000000.30
VANNils AmanF600.261.00000000.26
VANOliver Ekman-LarssonD1000.320.77452670.25
VANTyler MyersD1000.560.34100600.19
VANTravis DermottD500.051.00000000.05
VANNils HoglanderF100.040.98743270.04
VANKyle BurroughsD200.021.00000000.02
VGKMark StoneF1056.310.96101046.06
VGKReilly SmithF1043.321.14254623.79
VGKMichael AmadioF1052.921.00000002.92
VGKChandler StephensonF1042.201.16731522.57
VGKPhil KesselF1012.070.88845011.84
VGKWilliam KarlssonF1002.440.74760771.82
VGKNicolas RoyF1022.060.79552151.64
VGKWilliam CarrierF1011.910.83160081.59
VGKBen HuttonD711.401.00000001.40
VGKAlex PietrangeloD1011.121.08427801.21
VGKJonathan MarchessaultF410.971.18058591.15
VGKKeegan KolesarF1011.260.69296380.87
VGKJake LeschyshynF900.611.00000000.61
VGKBrayden McNabbD1010.750.77220080.58
VGKJonas RondbjergF800.511.00000000.51
VGKPavel DorofeyevF300.511.00000000.51
VGKDaniil MiromanovD710.491.00000000.49
VGKKaedan KorczakD300.471.00000000.47
VGKNicolas HagueD1010.550.72202170.40
VGKBrayden PachalD700.381.00000000.38
VGKJack EichelF210.341.00000000.34
VGKPaul CotterF210.311.00000000.31
VGKAlec MartinezD600.241.00000000.24
VGKByron FroeseF100.001.00000000.00
VGKSheldon RempalF100.001.00000000.00
WPGMark ScheifeleF1054.581.50803466.91
WPGPierre-Luc DuboisF1054.960.97235464.82
WPGKyle ConnorF1073.091.35668904.19
WPGMorgan BarronF1022.211.00000002.21
WPGKevin StenlundF1021.921.00000001.92
WPGAdam LowryF1002.100.82726671.74
WPGAxel Jonsson-FjallbyF1011.471.00000001.47
WPGJosh MorrisseyD1021.191.07526881.28
WPGKarson KuhlmanF1001.241.00000001.24
WPGSam GagnerF1021.070.89633670.96
WPGCole PerfettiF500.711.00000000.71
WPGBrenden DillonD1010.640.73529410.47
WPGMichael EyssimontF300.471.00000000.47
WPGNikolaj EhlersF210.451.00000000.45
WPGNeal PionkD1010.660.67114090.44
WPGDavid GustafssonF800.441.00000000.44
WPGDylan DeMeloD1010.880.45941810.40
WPGNate SchmidtD200.260.87209300.23
WPGVille HeinolaD600.181.00000000.18
WPGDylan SambergD900.161.00000000.16
WPGJansen HarkinsF710.141.03578150.15
WPGKristian ReichelF200.091.00000000.09
WPGKyle CapobiancoD400.031.00000000.03
WPGBlake WheelerF200.001.00147280.00
WSHAlex OvechkinF1095.251.35774227.13
WSHNic DowdF952.191.35135142.96
WSHConor ShearyF1012.081.19572062.49
WSHSonny MilanoF1042.091.00000002.09
WSHDylan StromeF1021.741.17528542.04
WSHErik GustafssonD1041.641.23304562.02
WSHT.J. OshieF421.871.00000001.87
WSHEvgeny KuznetsovF1021.821.00000001.82
WSHAnthony ManthaF911.391.20589551.68
WSHGarnet HathawayF1021.750.94552001.65
WSHLars EllerF1011.241.03603601.28
WSHMarcus JohanssonF1031.260.97128381.22
WSHNicolas Aube-KubelF721.141.05900151.21
WSHAliaksei ProtasF801.061.00000001.06
WSHJohn CarlsonD300.811.26182971.02
WSHDmitry OrlovD1010.581.61290320.94
WSHMartin FehervaryD510.371.52143850.56
WSHNick JensenD1000.630.73529410.46
WSHJoe SnivelyF100.441.00000000.44
WSHTrevor van RiemsdykD1000.300.89445440.27
WSHMatt IrwinD800.211.00000000.21
WSHAlexander AlexeyevD400.121.00000000.12
WSHNicklas BackstromF100.101.00000000.10
WSHTom WilsonF100.051.15517910.06

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Cheers!

Mark (18 Skaters)

Data for this article were pulled from Natural Stat Trick and include games played before 2023-01-10