Hockey Alpha
@hockeyalpha.bsky.social
https://www.hockeyalpha.com/
Re-engineering hockey analytics beyond basic box scores.
Quantifying spatial geometry, xG models, cross-slot passes (RRΔ), and structural micro-stats from live NHL game feeds.
100% free terminal for hockey nerds.
Re-engineering hockey analytics beyond basic box scores.
Quantifying spatial geometry, xG models, cross-slot passes (RRΔ), and structural micro-stats from live NHL game feeds.
100% free terminal for hockey nerds.
2-2 after overtime, and the Blue Jackets took the shootout; expected goals ran 4.7 to 2.9, a game the Blue Jackets deserved 8 times in 10.
https://hockeyalpha.com/report/columbus-won-it-in-double-overtime-and-the-shot-clock-said-it-should-have-ended-
#CBJ #BlueJackets #Columbus #Werenski
https://hockeyalpha.com/report/columbus-won-it-in-double-overtime-and-the-shot-clock-said-it-should-have-ended-
#CBJ #BlueJackets #Columbus #Werenski
October 10, 2026 at 9:49 AM
2-2 after overtime, and the Blue Jackets took the shootout; expected goals ran 4.7 to 2.9, a game the Blue Jackets deserved 8 times in 10.
https://hockeyalpha.com/report/columbus-won-it-in-double-overtime-and-the-shot-clock-said-it-should-have-ended-
#CBJ #BlueJackets #Columbus #Werenski
https://hockeyalpha.com/report/columbus-won-it-in-double-overtime-and-the-shot-clock-said-it-should-have-ended-
#CBJ #BlueJackets #Columbus #Werenski
The Mammoth generated 4.8 expected goals to 2.1 and still lost 6-1, a game the Bruins win 1 time in 10 on the replays. The scoreboard counts bounces. Our model counts the hockey underneath.
Link in bio, check out the website for more advanced analytics!
#UtahMammoth #Mammoth #Utah #NHL
Link in bio, check out the website for more advanced analytics!
#UtahMammoth #Mammoth #Utah #NHL
October 9, 2026 at 9:47 AM
The Mammoth generated 4.8 expected goals to 2.1 and still lost 6-1, a game the Bruins win 1 time in 10 on the replays. The scoreboard counts bounces. Our model counts the hockey underneath.
Link in bio, check out the website for more advanced analytics!
#UtahMammoth #Mammoth #Utah #NHL
Link in bio, check out the website for more advanced analytics!
#UtahMammoth #Mammoth #Utah #NHL
The 99 Club: Connor McDavid put up a 99 Game Alpha EDM at VAN (1G, 4A, 5v5 on-ice xG 0.8-0.4). Our model's scale for a single night: 50 average, 82 dominant, 99 all-timer.
Link in bio, check out the website for more advanced analytics!
#LetsGoOilers #Oilers #Edmonton #McDavid
Link in bio, check out the website for more advanced analytics!
#LetsGoOilers #Oilers #Edmonton #McDavid
October 8, 2026 at 4:15 PM
The 99 Club: Connor McDavid put up a 99 Game Alpha EDM at VAN (1G, 4A, 5v5 on-ice xG 0.8-0.4). Our model's scale for a single night: 50 average, 82 dominant, 99 all-timer.
Link in bio, check out the website for more advanced analytics!
#LetsGoOilers #Oilers #Edmonton #McDavid
Link in bio, check out the website for more advanced analytics!
#LetsGoOilers #Oilers #Edmonton #McDavid
5 playoff games in 809. That is Dylan Larkin's decade in Detroit. Detroit is also 12-23-2 without him in 5 seasons. The fans who booed him have a case. So does he. Our verdict on what comes next.
https://hockeyalpha.com/report/detroit-has-every-right-to-be-angry-at-dylan-larkin-so-does-larkin
#LGRW
https://hockeyalpha.com/report/detroit-has-every-right-to-be-angry-at-dylan-larkin-so-does-larkin
#LGRW
October 8, 2026 at 2:14 AM
5 playoff games in 809. That is Dylan Larkin's decade in Detroit. Detroit is also 12-23-2 without him in 5 seasons. The fans who booed him have a case. So does he. Our verdict on what comes next.
https://hockeyalpha.com/report/detroit-has-every-right-to-be-angry-at-dylan-larkin-so-does-larkin
#LGRW
https://hockeyalpha.com/report/detroit-has-every-right-to-be-angry-at-dylan-larkin-so-does-larkin
#LGRW
The Sabres were down 2-0 in the second and beat the Wild 3-2 in overtime; at their low point the model gave them 7%. Game of the day: Hughes (Alpha 96), Dahlin (Alpha 94) in a one-goal headliner.
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Dahlin #NHL
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Dahlin #NHL
October 7, 2026 at 9:42 AM
The Sabres were down 2-0 in the second and beat the Wild 3-2 in overtime; at their low point the model gave them 7%. Game of the day: Hughes (Alpha 96), Dahlin (Alpha 94) in a one-goal headliner.
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Dahlin #NHL
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Dahlin #NHL
Game of the day: WPG 3 at PIT 2. Morrissey (90), Crosby (90) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
Link in bio, check out the website for more advanced analytics!
#GoJetsGo #Winnipeg #Morrissey #NHL
Link in bio, check out the website for more advanced analytics!
#GoJetsGo #Winnipeg #Morrissey #NHL
October 6, 2026 at 7:55 PM
Game of the day: WPG 3 at PIT 2. Morrissey (90), Crosby (90) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
Link in bio, check out the website for more advanced analytics!
#GoJetsGo #Winnipeg #Morrissey #NHL
Link in bio, check out the website for more advanced analytics!
#GoJetsGo #Winnipeg #Morrissey #NHL
The Detroit Red Wings have not lost 3 straight regulation games to start a season since 1989–90.
A regulation loss tonight would match that start for the first time in 37 years.
(Detroit started 0-5-2 in 2018–19 to go winless in 7, but salvaged points in OT/SO in their first two games).
#LGRW
A regulation loss tonight would match that start for the first time in 37 years.
(Detroit started 0-5-2 in 2018–19 to go winless in 7, but salvaged points in OT/SO in their first two games).
#LGRW
October 6, 2026 at 5:45 PM
The Detroit Red Wings have not lost 3 straight regulation games to start a season since 1989–90.
A regulation loss tonight would match that start for the first time in 37 years.
(Detroit started 0-5-2 in 2018–19 to go winless in 7, but salvaged points in OT/SO in their first two games).
#LGRW
A regulation loss tonight would match that start for the first time in 37 years.
(Detroit started 0-5-2 in 2018–19 to go winless in 7, but salvaged points in OT/SO in their first two games).
#LGRW
Game of the day: WPG 3 at DET 2. Morrissey (90), DeBrincat (90) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/detroit-piled-up-the-chances-winnipeg-cashed-the-ones-that-counted
#GoJetsGo #Winnipeg #Morrissey #NHL
https://hockeyalpha.com/report/detroit-piled-up-the-chances-winnipeg-cashed-the-ones-that-counted
#GoJetsGo #Winnipeg #Morrissey #NHL
October 5, 2026 at 9:44 PM
Game of the day: WPG 3 at DET 2. Morrissey (90), DeBrincat (90) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/detroit-piled-up-the-chances-winnipeg-cashed-the-ones-that-counted
#GoJetsGo #Winnipeg #Morrissey #NHL
https://hockeyalpha.com/report/detroit-piled-up-the-chances-winnipeg-cashed-the-ones-that-counted
#GoJetsGo #Winnipeg #Morrissey #NHL
71-112. That was Detroit's 5v5 score last season with Moritz Seider on the bench. With him on: 71-57. The partner who finally held up next to him is unsigned and skating in Sweden.
https://hockeyalpha.com/report/detroit-finally-found-seider-a-partner-he-is-skating-in-sweden
#LGRW #RedWings
https://hockeyalpha.com/report/detroit-finally-found-seider-a-partner-he-is-skating-in-sweden
#LGRW #RedWings
October 5, 2026 at 2:48 AM
71-112. That was Detroit's 5v5 score last season with Moritz Seider on the bench. With him on: 71-57. The partner who finally held up next to him is unsigned and skating in Sweden.
https://hockeyalpha.com/report/detroit-finally-found-seider-a-partner-he-is-skating-in-sweden
#LGRW #RedWings
https://hockeyalpha.com/report/detroit-finally-found-seider-a-partner-he-is-skating-in-sweden
#LGRW #RedWings
Game of the day: MTL 5 at PIT 6. Suzuki (91), Caufield (91) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/novak-s-overtime-winner-caps-a-6-5-game-the-numbers-called-a-coin-flip
#LetsGoPens #Penguins #Pittsburgh #Suzuki
https://hockeyalpha.com/report/novak-s-overtime-winner-caps-a-6-5-game-the-numbers-called-a-coin-flip
#LetsGoPens #Penguins #Pittsburgh #Suzuki
October 4, 2026 at 6:29 PM
Game of the day: MTL 5 at PIT 6. Suzuki (91), Caufield (91) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/novak-s-overtime-winner-caps-a-6-5-game-the-numbers-called-a-coin-flip
#LetsGoPens #Penguins #Pittsburgh #Suzuki
https://hockeyalpha.com/report/novak-s-overtime-winner-caps-a-6-5-game-the-numbers-called-a-coin-flip
#LetsGoPens #Penguins #Pittsburgh #Suzuki
Game of the day: ANA 4 at VGK 3. Eichel (92), Stone (90) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/anaheim-won-the-scoreboard-vegas-won-the-chances
#VegasBorn #VegasGoldenKnights #Eichel #NHL
https://hockeyalpha.com/report/anaheim-won-the-scoreboard-vegas-won-the-chances
#VegasBorn #VegasGoldenKnights #Eichel #NHL
October 3, 2026 at 10:33 PM
Game of the day: ANA 4 at VGK 3. Eichel (92), Stone (90) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/anaheim-won-the-scoreboard-vegas-won-the-chances
#VegasBorn #VegasGoldenKnights #Eichel #NHL
https://hockeyalpha.com/report/anaheim-won-the-scoreboard-vegas-won-the-chances
#VegasBorn #VegasGoldenKnights #Eichel #NHL
Game of the day: TBL 1 at NYR 5. Kucherov (93), Guentzel (90) in a headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/tampa-bay-won-the-chance-count-and-lost-by-4
#NoQuarter #NYR #Rangers #Kucherov
https://hockeyalpha.com/report/tampa-bay-won-the-chance-count-and-lost-by-4
#NoQuarter #NYR #Rangers #Kucherov
October 2, 2026 at 7:41 PM
Game of the day: TBL 1 at NYR 5. Kucherov (93), Guentzel (90) in a headliner. Full breakdown, player impact and 3D replays on the site.
https://hockeyalpha.com/report/tampa-bay-won-the-chance-count-and-lost-by-4
#NoQuarter #NYR #Rangers #Kucherov
https://hockeyalpha.com/report/tampa-bay-won-the-chance-count-and-lost-by-4
#NoQuarter #NYR #Rangers #Kucherov
Game of the day: LAK 4 at COL 8. MacKinnon (96), Necas (92) in a headliner. Full breakdown, player impact and 3D replays on the site.
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
October 1, 2026 at 7:59 PM
Game of the day: LAK 4 at COL 8. MacKinnon (96), Necas (92) in a headliner. Full breakdown, player impact and 3D replays on the site.
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
Game of the day: MTL 3 at TOR 2. Suzuki (92), Nylander (91) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Suzuki #NHL
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Suzuki #NHL
September 30, 2026 at 7:45 PM
Game of the day: MTL 3 at TOR 2. Suzuki (92), Nylander (91) in a one-goal headliner. Full breakdown, player impact and 3D replays on the site.
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Suzuki #NHL
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Suzuki #NHL
32 in 32: Colorado Avalanche. Last season's card: Team Alpha 94, A overall, best marks in offense (3.63 GF/GP, A+). Top rated skater: Nathan MacKinnon (96). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
September 27, 2026 at 6:47 PM
32 in 32: Colorado Avalanche. Last season's card: Team Alpha 94, A overall, best marks in offense (3.63 GF/GP, A+). Top rated skater: Nathan MacKinnon (96). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
Link in bio, check out the website for more advanced analytics!
#GoAvsGo #Avalanche #Colorado #MacKinnon
32 in 32: Carolina Hurricanes. Last season's card: Team Alpha 94, A overall, best marks in shot volume (+8.2 SOG/GP, A+). Top rated skater: Sebastian Aho (86). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#LetsGoCanes #Hurricanes #Carolina #Aho
Link in bio, check out the website for more advanced analytics!
#LetsGoCanes #Hurricanes #Carolina #Aho
September 26, 2026 at 6:11 PM
32 in 32: Carolina Hurricanes. Last season's card: Team Alpha 94, A overall, best marks in shot volume (+8.2 SOG/GP, A+). Top rated skater: Sebastian Aho (86). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#LetsGoCanes #Hurricanes #Carolina #Aho
Link in bio, check out the website for more advanced analytics!
#LetsGoCanes #Hurricanes #Carolina #Aho
32 in 32: Dallas Stars. Last season's card: Team Alpha 90, A overall, best marks in defense (2.71 GA/GP, A+). Top rated skater: Jason Robertson (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoStars #Stars #Dallas #Robertson
Link in bio, check out the website for more advanced analytics!
#GoStars #Stars #Dallas #Robertson
September 25, 2026 at 7:03 PM
32 in 32: Dallas Stars. Last season's card: Team Alpha 90, A overall, best marks in defense (2.71 GA/GP, A+). Top rated skater: Jason Robertson (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoStars #Stars #Dallas #Robertson
Link in bio, check out the website for more advanced analytics!
#GoStars #Stars #Dallas #Robertson
32 in 32: Tampa Bay Lightning. Last season's card: Team Alpha 88, B+ overall, best marks in defense (2.79 GA/GP, A+). Top rated skater: Nikita Kucherov (93). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoBolts #TampaBayLightning #Kucherov #NHL
Link in bio, check out the website for more advanced analytics!
#GoBolts #TampaBayLightning #Kucherov #NHL
September 24, 2026 at 6:45 PM
32 in 32: Tampa Bay Lightning. Last season's card: Team Alpha 88, B+ overall, best marks in defense (2.79 GA/GP, A+). Top rated skater: Nikita Kucherov (93). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoBolts #TampaBayLightning #Kucherov #NHL
Link in bio, check out the website for more advanced analytics!
#GoBolts #TampaBayLightning #Kucherov #NHL
32 in 32: Buffalo Sabres. Last season's card: Team Alpha 84, B+ overall, best marks in penalty kill (81.9%, A). Top rated skater: Tage Thompson (89). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Buffalo #Thompson
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Buffalo #Thompson
September 23, 2026 at 6:45 PM
32 in 32: Buffalo Sabres. Last season's card: Team Alpha 84, B+ overall, best marks in penalty kill (81.9%, A). Top rated skater: Tage Thompson (89). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Buffalo #Thompson
Link in bio, check out the website for more advanced analytics!
#LetsGoBuffalo #Sabres #Buffalo #Thompson
32 in 32: Minnesota Wild. Last season's card: Team Alpha 83, B+ overall, best marks in power play (25.2%, A+). Top rated skater: Matt Boldy (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#mnwild #MinnesotaWild #Boldy #NHL
Link in bio, check out the website for more advanced analytics!
#mnwild #MinnesotaWild #Boldy #NHL
September 22, 2026 at 6:26 PM
32 in 32: Minnesota Wild. Last season's card: Team Alpha 83, B+ overall, best marks in power play (25.2%, A+). Top rated skater: Matt Boldy (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#mnwild #MinnesotaWild #Boldy #NHL
Link in bio, check out the website for more advanced analytics!
#mnwild #MinnesotaWild #Boldy #NHL
32 in 32: Ottawa Senators. Last season's card: Team Alpha 82, B overall, best marks in faceoffs (54.5%, A+). Top rated skater: Tim Stützle (88). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoSensGo #Senators #Ottawa #Stützle
Link in bio, check out the website for more advanced analytics!
#GoSensGo #Senators #Ottawa #Stützle
September 21, 2026 at 7:49 PM
32 in 32: Montréal Canadiens. Last season's card: Team Alpha 82, B overall, best marks in offense (3.40 GF/GP, B+). Top rated skater: Nick Suzuki (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Montreal #Suzuki
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Montreal #Suzuki
September 20, 2026 at 5:49 PM
32 in 32: Montréal Canadiens. Last season's card: Team Alpha 82, B overall, best marks in offense (3.40 GF/GP, B+). Top rated skater: Nick Suzuki (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Montreal #Suzuki
Link in bio, check out the website for more advanced analytics!
#GoHabsGo #Canadiens #Montreal #Suzuki
32 in 32: Vegas Golden Knights. Last season's card: Team Alpha 81, B overall, best marks in shot volume (+4.6 SOG/GP, A+). Top rated skater: Jack Eichel (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#VegasBorn #GoldenKnights #Vegas #Eichel
Link in bio, check out the website for more advanced analytics!
#VegasBorn #GoldenKnights #Vegas #Eichel
September 19, 2026 at 5:36 PM
32 in 32: Vegas Golden Knights. Last season's card: Team Alpha 81, B overall, best marks in shot volume (+4.6 SOG/GP, A+). Top rated skater: Jack Eichel (92). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#VegasBorn #GoldenKnights #Vegas #Eichel
Link in bio, check out the website for more advanced analytics!
#VegasBorn #GoldenKnights #Vegas #Eichel
32 in 32: Pittsburgh Penguins. Last season's card: Team Alpha 80, B overall, best marks in offense (3.54 GF/GP, A+). Top rated skater: Sidney Crosby (87). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#LetsGoPens #Penguins #Pittsburgh #Crosby
Link in bio, check out the website for more advanced analytics!
#LetsGoPens #Penguins #Pittsburgh #Crosby
September 18, 2026 at 5:59 PM
32 in 32: Pittsburgh Penguins. Last season's card: Team Alpha 80, B overall, best marks in offense (3.54 GF/GP, A+). Top rated skater: Sidney Crosby (87). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#LetsGoPens #Penguins #Pittsburgh #Crosby
Link in bio, check out the website for more advanced analytics!
#LetsGoPens #Penguins #Pittsburgh #Crosby
32 in 32: Boston Bruins. Last season's card: Team Alpha 78, B overall, best marks in faceoffs (53.1%, A). Top rated skater: David Pastrnak (93). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#NHLBruins #Bruins #Boston #Pastrnak
Link in bio, check out the website for more advanced analytics!
#NHLBruins #Bruins #Boston #Pastrnak
September 17, 2026 at 6:42 PM
32 in 32: Boston Bruins. Last season's card: Team Alpha 78, B overall, best marks in faceoffs (53.1%, A). Top rated skater: David Pastrnak (93). One team a day to opening night.
Link in bio, check out the website for more advanced analytics!
#NHLBruins #Bruins #Boston #Pastrnak
Link in bio, check out the website for more advanced analytics!
#NHLBruins #Bruins #Boston #Pastrnak