Data credits
Attributions required by the licenses of datasets EdgeLeg uses or may use. These credits are not tied to any individual pick.
- nflverse (CC BY 4.0): nflverse data is licensed CC BY 4.0. Credit nflverse, link the source, note the license, and note any modifications. This does not imply endorsement by the NFL or nflverse. FTN charting files (CC BY-SA) are not used. github.com/nflverse/nflverse-data. Modification: the Rams team code LA is stored as the catalog abbreviation LAR.
- MoneyPuck.com (non-commercial use, credit required): NHL game, skater, shot and expected-goals (xG) data: MoneyPuck.com. Used under MoneyPuck's terms for free, non-commercial use with credit. EdgeLeg is free and takes no bets. Game-level skater logs (compact 8-stat arrays, src=moneypuck) now cover 2016-2026: 347,330 additional 2016-2023 rows were loaded on 2026-11-11 into the existing game and player keys. Data is aggregated and re-computed; it is not redistributed as a raw dump. If EdgeLeg ever becomes commercial, MoneyPuck-sourced rows must be purged. moneypuck.com.
- Retrosheet: The information used here was obtained free of charge from and is copyrighted by Retrosheet. Interested parties may contact Retrosheet at www.retrosheet.org.
- Lahman Baseball Database (CC BY-SA 3.0): Lahman Baseball Database is licensed CC BY-SA 3.0. Credit the Lahman database / SABR; share-alike applies to adapted data.
- American Soccer Analysis (CC BY-SA 4.0): American Soccer Analysis API data is licensed CC BY-SA 4.0. Credit American Soccer Analysis and link back to the site; share-alike applies to adapted data. americansocceranalysis.com.
- PropLine (CC BY 4.0): Graded player-prop results used on the track record come from a PropLine sample, licensed CC BY 4.0. Credit PropLine and link to prop-line.com. EdgeLeg re-computes every number; the sample is not redistributed. prop-line.com.
- Open-Meteo (attribution required): Upcoming NFL stadium forecasts use the free Open-Meteo API (https://open-meteo.com), which requires attribution. Historical NFL temperature, wind, roof and surface come from nflverse games.csv (CC BY 4.0). Weather and surface splits are shown as beta context unless a corrected backtest says otherwise. open-meteo.com.
- balldontlie (not loaded): balldontlie was reviewed as a possible NBA box-score source. The free tier covers Teams, Players and Games only; Game Player Stats and Box Scores require a paid plan. EdgeLeg does not spend money or start a payment-method trial, so no balldontlie box scores were loaded. balldontlie.io.
- CollegeBasketballData.com (loaded, src=cbbd): CollegeBasketballData.com (CBBD) terms (effective August 12, 2026) allow commercial use and caching, and require that raw API data not be resold or redistributed and that keys stay private. The free API key is 1,000 calls per calendar month, shared with CollegeFootballData. EdgeLeg loaded compact NCAAB player game logs and team pace/adjusted efficiency for the completed 2025-26 season and the in-progress 2026-27 season (through November 11, 2026), stored with src=cbbd. The November 2026 backfill used 20 API calls (well under the 1,000 monthly cap, with headroom reserved for a small daily incremental pull). 2026-27 adjusted ratings were not yet published as of November 11, 2026, so card context uses 2025-26 team ratings and pace, tagged beta and not fed into the live edge. Sports-Reference is not used. collegebasketballdata.com.
- FiveThirtyEight Elo (CC BY 4.0, archive through 2023): FiveThirtyEight Elo ratings are licensed CC BY 4.0 (github.com/fivethirtyeight/data). EdgeLeg stores a compact last-rating snapshot per current NBA and NFL franchise as dated archive team-strength context, shown with the as-of date and not fed into the live edge. Live project CSVs (projects.fivethirtyeight.com/nfl-api/nfl_elo.csv and nba-model/nba_elo.csv) now redirect to ABC News; the ratings come from the last official files captured by the Internet Archive on March 6, 2025, which themselves end at the 2022 NFL season (February 12, 2023) and the 2022-23 NBA Finals (June 12, 2023). Current-season Elo is not available. github.com/fivethirtyeight/data.
- Kaggle: Kaggle datasets are used only when the listing has a permissive license (CC BY, CC0, or equivalent). No Kaggle NHL or other dataset was loaded in this pass.
Team names and logos are trademarks of their respective owners, used for identification only. EdgeLeg is not affiliated with any league, team, or dataset author.
Player photos
Player portraits are free-license photos from Wikimedia Commons. We crop each to the face and apply our own cartoon filter, so the images shown on EdgeLeg are modified versions. Our modified images are shared under CC BY-SA 4.0; each original is credited to its author and license below. Public-domain photos are listed too. Nothing here comes from a league, team, or official site. 277 players have a photo today. Players without a free-license photo show a team-color badge or a small sport animation instead.
- Aaron Gordon: photo by Reggie Hildred, CC BY-SA 4.0
- Aaron Nesmith: photo by Erik Drost, CC BY 2.0
- AJ Dybantsa: photo by imanisvision, CC BY 3.0
- Ajay Mitchell: photo by Daiei Onoguchi, CC BY 4.0
- Al Horford: photo by The White House, Public domain
- Alex Sarr: photo by All-Pro Reels, CC BY-SA 4.0
- Alperen Sengun: photo by Chensiyuan, CC BY-SA 4.0
- Amen Thompson: photo by Pikraken, CC BY 4.0
- Andre Drummond: photo by Keith Allison from Hanover, MD, USA, CC BY-SA 2.0
- Andrew Nembhard: photo by Gamecock Central, CC BY 2.0
- Anthony Davis: photo by Erik Drost, CC BY 2.0
- Austin Reaves: photo by Kevin, CC BY 2.0
- Bilal Coulibaly: photo by All-Pro Reels, CC BY-SA 4.0
- Brayden Burries: photo by MGoBlog, CC BY 4.0
- Collin Murray-Boyles: photo by Gamecock Central, CC BY-SA 2.0
- Damian Lillard: photo by nikk_la, CC BY 2.0
- Day'Ron Sharpe: photo by All-Pro Reels, CC BY-SA 2.0
- De'Aaron Fox: photo by Bandai Namco Entertainment America, CC BY 3.0
- De'Anthony Melton: photo by Frenchieinportland, CC BY-SA 4.0
- Deandre Ayton: photo by Jmnutt, CC BY-SA 4.0
- Dejounte Murray: photo by U.S. Navy photo by Mass Communication Specialist 2nd Class Shayla D. Hamilton/Released, Public domain
- DeMar DeRozan: photo by Erik Drost, CC BY 2.0
- Deni Avdija: photo by All-Pro Reels, CC BY-SA 2.0
- Derik Queen: photo by Maryland GovPics, CC BY 2.0
- Desmond Bane: photo by Erik Drost, CC BY 2.0
- Devin Vassell: photo by Photo by Jacob Gralton, CC BY-SA 2.0
- Donovan Clingan: photo by The White House, Public domain
- Draymond Green: photo by Chensiyuan, CC BY-SA 4.0
- Dylan Harper: photo by Petsbikes, CC BY-SA 4.0
- Egor Demin: photo by Ken Lund, CC BY-SA 2.0
- Evan Mobley: photo by Erik Drost, CC BY 2.0
- Franz Wagner: photo by Sven Mandel, CC BY-SA 4.0
- Fred VanVleet: photo by Erik Drost, CC BY 2.0
- Georges Niang: photo by Max Goldberg, CC BY 2.0
- Immanuel Quickley: photo by Thomas Savoja, CC BY 2.0
- Isaiah Hartenstein: photo by Granada, CC BY-SA 4.0
- Ivica Zubac: photo by All-Pro Reels, CC BY-SA 2.0
- Jabari Smith Jr.: photo by Gamecock Central, CC BY 2.0
- Jaime Jaquez Jr.: photo by Steve Cheng, Bruin Report Online, CC BY 2.0
- Jake LaRavia: photo by SneakinDeacon, CC BY-SA 2.0
- Jalen Brunson: photo by Erik Drost, CC BY 2.0
- Jamal Murray: photo by All-Pro Reels, CC BY-SA 2.0
- James Harden: photo by Erik Drost, CC BY 2.0
- Jared McCain: photo by Brady Saylor, CC BY-SA 4.0
- Jaylen Wells: photo by Senior Airman TraVonna Hawkins, Public domain
- Jerami Grant: photo by All-Pro Reels, CC BY-SA 2.0
- Jeremiah Fears: photo by Goldenshoppingbag, CC0
- Josh Giddey: photo by Erik Drost, CC BY 2.0
- Jrue Holiday: photo by All-Pro Reels, CC BY-SA 2.0
- Julian Champagnie: photo by Frenchieinportland, CC BY 4.0
- Julius Randle: photo by Acdixon, CC0
- Karl-Anthony Towns: photo by Dennis Adair from Gainesville-StPetersburg, FL, CC BY-SA 2.0
- Karlo Matkovic: photo by Rolandhino1, CC BY-SA 4.0
- Kelly Oubre: photo by TonyTheTiger, CC BY-SA 3.0
- Kevin Durant: photo by Keith Allison, CC BY-SA 2.0
- Kyshawn George: photo by All-Pro Reels, CC BY-SA 4.0
- Landry Shamet: photo by YESNetwork, CC BY 3.0
- Lauri Markkanen: photo by Erik Drost, CC BY 2.0
- Luka Doncic: photo by Erik Drost, CC BY 2.0
- Matas Buzelis: photo by Brady Saylor, CC BY-SA 4.0
- Michael Porter Jr.: photo by TonyTheTiger, CC BY-SA 4.0
- Mikal Bridges: photo by TonyTheTiger, CC BY-SA 4.0
- Nikola Jokic: photo by All-Pro Reels, CC BY-SA 2.0
- Nolan Traore: photo by Pajicz, CC BY 4.0
- Norman Powell: photo by Chensiyuan, CC BY-SA 4.0
- Obi Toppin: photo by Rikster2, CC BY-SA 4.0
- OG Anunoby: photo by Keith Allison: Flickr , e-mail , Twitter , Instagram , website, CC BY-SA 2.0
- Pascal Siakam: photo by Keith Allison from Hanover, MD, USA, CC BY-SA 2.0
- Paul George: photo by All-Pro Reels, CC BY-SA 2.0
- Payton Pritchard: photo by Erik Drost, CC BY 2.0
- Peyton Watson: photo by Steve Cheng, Bruin Report Online, CC BY 2.0
- RJ Barrett: photo by Sandro Halank, Wikimedia Commons, CC BY-SA 4.0
- Saddiq Bey: photo by All-Pro Reels, CC BY-SA 2.0
- Sandro Mamukelashvili: photo by Thomas Savoja, CC BY 2.0
- Shai Gilgeous-Alexander: photo by Frenchieinportland, CC BY-SA 4.0
- Stephon Castle: photo by Petsbikes, CC BY-SA 4.0
- T.J. McConnell: photo by Beaverbasketball, CC BY 2.0
- Toumani Camara: photo by Frenchieinportland, CC BY 4.0
- Trae Young: photo by Erik Drost, CC BY 2.0
- Ty Jerome: photo by SneakinDeacon from New River Valley, Va, United States, CC BY-SA 2.0
- Victor Wembanyama: photo by Thomas S, CC BY-SA 2.0
- Wendell Carter Jr.: photo by File:20170329 MCDAAG Wendell Carter Jr. walking.jpg : TonyTheTiger derivative work: Shakeydeal33, CC BY-SA 4.0
- Yaxel Lendeborg: photo by TonyTheTiger, CC0
- Zach Edey: photo by Alexander Jonesi, CC BY-SA 2.0
- Zion Williamson: photo by Erik Drost, CC BY 2.0
- Aaron Rodgers: photo by All-Pro Reels, CC BY-SA 2.0
- AJ Barner: photo by SounderBruce, CC BY-SA 4.0
- Amon-Ra St. Brown: photo by FanDuel, CC BY 3.0
- Ashton Jeanty: photo by JL 2.8, CC BY-SA 2.0
- Austin Ekeler: photo by All-Pro Reels, CC BY-SA 2.0
- Bijan Robinson: photo by Atlanta Falcons, CC BY 3.0
- Breece Hall: photo by New York Jets, CC BY 4.0
- Brock Bowers: photo by BullDawg2021, CC BY-SA 4.0
- Brock Purdy: photo by Jar-Lar, CC BY-SA 4.0
- Bryce Young: photo by Sgt. Andrew Skiver, Public domain
- C.J. Stroud: photo by Tennessee Titans, CC BY 3.0
- Calvin Ridley: photo by Tennessee Titans, CC BY 3.0
- Cam Skattebo: photo by MMG, CC BY 4.0
- Cam Ward: photo by Tennessee Titans, CC BY 3.0
- Carnell Tate: photo by Tennessee Titans, CC BY 4.0
- CeeDee Lamb: photo by All-Pro Reels from District of Columbia, USA, CC BY-SA 2.0
- Chase Brown: photo by Tennessee Titans, CC BY 3.0
- Chig Okonkwo: photo by Tennessee Titans, CC BY 3.0
- Christian McCaffrey: photo by All-Pro Reels, CC BY-SA 2.0
- Christian Watson: photo by All-Pro Reels, CC BY-SA 4.0
- Chuba Hubbard: photo by CFB ON FOX, CC BY 3.0
- Cooper Kupp: photo by All-Pro Reels, CC BY-SA 2.0
- D.J. Moore: photo by AlexanderJonesi, CC BY-SA 2.0
- Dak Prescott: photo by original: Keith Allison derivative: Diddykong1130, CC BY-SA 2.0
- Dalton Schultz: photo by All-Pro Reels, CC BY-SA 2.0
- Darnell Washington: photo by Cramerwiki, CC0
- Deebo Samuel Sr.: photo by All-Pro Reels, CC BY-SA 4.0
- Denzel Boston: photo by Erik Drost, CC BY 4.0
- Deshaun Watson: photo by Atlanta Falcons, CC BY 3.0
- Devin Singletary: photo by Bobak Ha'Eri, CC BY 3.0
- Dohnte Meyers: photo by Cmm3, CC BY-SA 4.0
- Drake London: photo by Atlanta Falcons, CC BY 3.0
- Drake Maye: photo by utrhighlightvideos, CC BY 3.0
- Drew Lock: photo by Tennessee Titans, CC BY 3.0
- Fernando Mendoza: photo by Bobak Ha'Eri, CC BY 3.0
- Garrett Wilson: photo by New York Jets, CC BY 3.0
- Geno Smith: photo by Talltodd66, CC BY-SA 3.0
- George Kittle: photo by All-Pro Reels from District of Columbia, USA, CC BY-SA 2.0
- Gunnar Helm: photo by Tennessee Titans, CC BY 3.0
- Harold Fannin: photo by Erik Drost, CC BY 4.0
- J.J. McCarthy: photo by Maize & Blue Nation, CC BY 2.0
- Ja'Marr Chase: photo by All-Pro Reels, CC BY-SA 2.0
- Jahan Dotson: photo by All-Pro Reels from District of Columbia, USA, CC BY-SA 2.0
- Jalen Coker: photo by Nathan Clinebelle, Public domain
- Jalen Nailor: photo by HSPNSportsLIVE, CC BY 3.0
- Jared Goff: photo by All-Pro Reels, CC BY-SA 2.0
- Javonte Williams: photo by All-Pro Reels from District of Columbia, USA, CC BY-SA 2.0
- Jaxon Smith-Njigba: photo by FanDuel, CC BY 3.0
- Jayden Daniels: photo by All-Pro Reels, CC BY-SA 4.0
- Jerry Jeudy: photo by Erik Drost, CC BY 4.0
- Joe Burrow: photo by The White House from Washington, DC, Public domain
- Jordan Love: photo by Tennessee Titans, CC BY 3.0
- Josh Allen: photo by Erik Drost, CC BY 2.0
- Kaelon Black: photo by Bobak Ha'Eri, CC BY 3.0
- Khalil Shakir: photo by United States Air Force, Public domain
- Kirk Cousins: photo by All-Pro Reels, CC BY-SA 2.0
- Kyle Pitts: photo by Atlanta Falcons, CC BY 3.0
- Malik Nabers: photo by Tammy Anthony Baker, CC BY 2.0
- MarShawn Lloyd: photo by Gamecock Central, CC BY 2.0
- Michael Penix Jr.: photo by Bobak Ha'Eri, CC BY 3.0
- Nico Collins: photo by Maize & Blue Nation, CC BY 2.0
- Patrick Mahomes: photo by U.S. Air National Guard Master Sgt. Michael Crane, Public domain
- Quinshon Judkins: photo by Bobak Ha'Eri, CC BY 3.0
- Rashee Rice: photo by Atlanta Falcons, CC BY 3.0
- Sam LaPorta: photo by Maize & Blue Nation, CC BY 2.0
- Stefon Diggs: photo by All-Pro Reels, CC BY-SA 2.0
- T.J. Hockenson: photo by Fox Sports, CC BY 3.0
- Tank Dell: photo by MILLION DOLLAZ WORTH OF GAME, CC BY 3.0
- Tee Higgins: photo by All-Pro Reels, CC BY-SA 2.0
- Tetairoa McMillan: photo by MMG, CC BY 4.0
- Tony Pollard: photo by Tennessee Titans, CC BY 3.0
- Travis Kelce: photo by Adam Schultz, Public domain
- Trevor Lawrence: photo by All-Pro Reels from District of Columbia, USA, CC BY-SA 2.0
- Tucker Kraft: photo by Milwaukee VA Medical Center, Public domain
- Tyler Shough: photo by Tennessee Titans, CC BY 3.0
- Van Jefferson: photo by All-Pro Reels, CC BY-SA 2.0
- Xavier Hutchinson: photo by Jar-Lar, CC BY-SA 4.0
- Zach Charbonnet: photo by Maize & Blue Nation, CC BY 2.0
- Adam Fox: photo by Metropolitan Transportation Authority of the State of New York, CC BY 2.0
- Alex Killorn: photo by Michael Miller, CC BY-SA 3.0
- Alexander Kerfoot: photo by Quintin Soloviev, CC BY-SA 4.0
- Alexander Wennberg: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Alexis Lafreniere: photo by Tlop2000, CC BY-SA 4.0
- Anders Lee: photo by Lisa Gansky, CC BY-SA 2.0
- Anthony Cirelli: photo by Michael Miller, CC BY-SA 4.0
- Barrett Hayton: photo by CloutsnChara Sports Cards, CC BY 3.0
- Beck Malenstyn: photo by Bernard Little, Public domain
- Beckett Sennecke: photo by Sewageboy, CC BY-SA 4.0
- Ben Kindel: photo by Daniel Sanford, CC BY-SA 4.0
- Braden Schneider: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Brandon Hagel: photo by Jenn G, CC BY-SA 4.0
- Brennan Othmann: photo by JTB65, CC BY-SA 4.0
- Charle-Edouard D'Astous: photo by Atrox1912, CC BY-SA 4.0
- Connor McDavid: photo by Connor Mah, CC BY-SA 3.0
- Declan Carlile: photo by Sandro Halank, Wikimedia Commons, CC BY-SA 4.0
- Dmitry Orlov: photo by Jesse Kornblum, CC BY-SA 4.0
- Dylan Guenther: photo by Kaiser matias, CC BY-SA 4.0
- Eeli Tolvanen: photo by Jenn G, CC BY-SA 2.0
- Egor Chinakhov: photo by MinsportMedia, CC BY 3.0
- Erik Karlsson: photo by Michael Miller, CC BY-SA 4.0
- Evan Bouchard: photo by TheAHL, CC BY 2.0
- Evgeni Malkin: photo by Michael Miller, CC BY-SA 4.0
- Ivan Barbashev: photo by 5of7, CC BY-SA 2.0
- Ivar Stenberg: photo by Sandro Halank, Wikimedia Commons, CC BY-SA 4.0
- J.J. Moser: photo by Quintin Soloviev, CC BY-SA 4.0
- J.T. Miller: photo by Michael Miller, CC BY-SA 4.0
- Jack Drury: photo by TheAHL, CC BY 2.0
- Jack Eichel: photo by Lisa Gansky from New York, NY, USA, CC BY-SA 2.0
- Jackson LaCombe: photo by Sandro Halank, Wikimedia Commons, CC BY-SA 4.0
- Jacob Trouba: photo by Stefan Brending ( 2eight ), CC BY-SA 3.0 de
- Jake Guentzel: photo by Shatteredlenstx, CC BY-SA 4.0
- Jamie Drysdale: photo by StevenEllis546, Public domain
- Jason Zucker: photo by TheAHL, CC BY 2.0
- Jeff Malott: photo by Kenneth C. Zirkel, CC BY 4.0
- Joel Farabee: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Joel Hanley: photo by TheAHL, CC BY 2.0
- John Carlson: photo by Michael Miller, CC BY-SA 3.0
- Josh Doan: photo by HappyBoi3892, CC BY-SA 4.0
- Josh Norris: photo by All-Pro Reels, CC BY-SA 2.0
- Kasperi Kapanen: photo by Nick Barden, CC BY-SA 4.0
- Kiefer Sherwood: photo by Jesse Kornblum, CC BY-SA 4.0
- Kris Letang: photo by Michael Miller, CC BY-SA 4.0
- Lawson Crouse: photo by Pens Through My Lens, CC BY-SA 4.0
- Leo Carlsson: photo by Pwinger, CC BY-SA 4.0
- Leon Draisaitl: photo by Sven Mandel, CC BY-SA 4.0
- Logan Cooley: photo by Sandro Halank, Wikimedia Commons, CC BY-SA 4.0
- MacKenzie Weegar: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Macklin Celebrini: photo by Jesse Kornblum, CC BY-SA 4.0
- Marcus Pettersson: photo by Michael Miller, CC BY-SA 4.0
- Mark Stone: photo by Hugh Lee from Edmonton Alberta, Canada, CC BY-SA 2.0
- Martin Pospisil: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Mason Marchment: photo by Jessekornblum, CC BY-SA 4.0
- Matt Coronato: photo by Kenneth C. Zirkel, CC BY-SA 4.0
- Mattias Ekholm: photo by Canada Hky, CC BY 3.0
- Mattias Samuelsson: photo by Rolandhino1, CC BY-SA 4.0
- Matvei Michkov: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Mavrik Bourque: photo by Cass, CC BY-SA 4.0
- Michael Carcone: photo by HappyBoi3892, CC BY-SA 4.0
- Michael Misa: photo by Jesse Kornblum, CC BY-SA 4.0
- Mika Zibanejad: photo by Tlop2000, CC BY-SA 4.0
- Mikael Backlund: photo by Resolute, CC BY-SA 3.0
- Mikhail Sergachev: photo by Michael Miller, CC BY-SA 4.0
- Mitch Marner: photo by Nickbarden, CC BY-SA 4.0
- Morgan Frost: photo by TheAHL, CC BY 2.0
- Nic Dowd: photo by mark6mauno, CC BY-SA 2.0
- Nick Schmaltz: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Nikita Kucherov: photo by Resolute, CC BY-SA 3.0
- Noah Cates: photo by Jenn G from Seattle, WA, CC BY-SA 4.0
- Noel Acciari: photo by Lisa Gansky from New York, NY, USA, CC BY-SA 2.0
- Olen Zellweger: photo by Kaiser matias, CC BY-SA 4.0
- Oliver Bjorkstrand: photo by Jenn G, CC BY-SA 2.0
- Owen Power: photo by Jenn G, CC BY-SA 2.0
- Owen Tippett: photo by TheAHL, CC BY 2.0
- Pavel Dorofeyev: photo by The Kip, CC BY-SA 4.0
- Pavel Mintyukov: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Pontus Holmberg: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Rasmus Dahlin: photo by Colin Gallagher, CC BY-SA 4.0
- Rickard Rakell: photo by Resolute, CC BY-SA 3.0
- Roman Josi: photo by Christophe95, CC BY-SA 3.0
- Ross Colton: photo by U.S. Air Force photo by Senior Airman Joshua Hastings, Public domain
- Ryan McDonagh: photo by Resolute, CC BY-SA 3.0
- Ryan Nugent-Hopkins: photo by Canada Hky, CC BY-SA 3.0
- Ryan O'Reilly: photo by Fanny Schertzer, CC BY 3.0
- Ryan Shea: photo by Kenneth C. Zirkel, CC BY-SA 4.0
- Ryan Strome: photo by Hugh Lee from Edmonton Alberta, Canada, CC BY-SA 2.0
- Samuel Girard: photo by Quintin Soloviev, CC BY-SA 4.0
- Sean Couturier: photo by Michael Miller, CC BY-SA 3.0
- Shakir Mukhamadullin: photo by Bmw4.jpg, CC BY-SA 4.0
- Shane Wright: photo by Jenn G, CC BY-SA 2.0
- Shea Theodore: photo by Michael Miller, CC BY-SA 4.0
- Sidney Crosby: photo by Michael Miller, CC BY-SA 4.0
- Simon Nemec: photo by Wheatzilopochtli, CC BY-SA 4.0
- Steven Stamkos: photo by Lisa Gansky, CC BY-SA 2.0
- Tage Thompson: photo by Michael Miller, CC BY-SA 4.0
- Travis Konecny: photo by KatyaP, CC BY-SA 4.0
- Travis Mitchell: photo by TheAHL, CC BY 4.0
- Travis Sanheim: photo by Jenn G from Seattle, WA, CC BY-SA 2.0
- Trevor Zegras: photo by Jenn G, CC BY-SA 2.0
- Troy Terry: photo by Jenn G, CC BY-SA 2.0
- Tyler Toffoli: photo by Jessekornblum, CC BY-SA 4.0
- Tyson Foerster: photo by TheAHL, CC BY 2.0
- Victor Hedman: photo by Lisa Gansky from New York, NY, USA, CC BY-SA 2.0
- Vincent Trocheck: photo by TheAHL, CC BY 2.0
- Vladislav Gavrikov: photo by Fabien Perissinotto, CC BY-SA 4.0
- Will Cuylle: photo by Kaiser matias, CC BY-SA 4.0
- Will Smith: photo by Jesse Kornblum, CC BY-SA 4.0
- William Karlsson: photo by Frankie Fouganthin, CC BY-SA 4.0
- Yegor Sharangovich: photo by Mathis Benguigui, CC BY-SA 4.0
- Zach Hyman: photo by Realstuart, CC BY-SA 3.0
- Zach Whitecloud: photo by Lakeland PBS, CC BY 3.0
- Zack Ostapchuk: photo by Jesse Kornblum, CC BY-SA 4.0
- Zemgus Girgensons: photo by m_kania, CC BY 2.0