Many reputable prediction outlets ran algorithmic \/ AI previews for NY Islanders @ Dallas Stars (Nov 18, 2025, American Airlines Center)<\/strong>. A lot of the heavy-hitters (SportsLine, BetQL) keep their full simulation outputs behind paywalls, but several public \/ syndicated computer-model previews do publish projected final scores<\/strong> and totals:<\/p>\n AM1300 \/ Ticket760 (computer model): Stars 4 \u2014 Islanders 3<\/strong>; model also projects ~6.3 total goals<\/strong> (so \u201cOver 6\u201d lean).<\/p>\n<\/li>\n Leans.ai (their \u201cRemi\u201d AI): publishes an AI preview (over\/under ~6.0\u20136.5 and favors Dallas in pricing; best-prop angle Heiskanen SOG). (no explicit final-score in free preview, but the implied scoring + edge is similar).<\/p>\n<\/li>\n SportsLine: shows their simulation framework and market\/projected lines (spread\/moneyline\/OU around DAL -1.5 \/ O\/U 6\u20136.5<\/strong>); full score sims are subscribers-only but the public outputs imply a one-goal Dallas win and an OU around 6\u20136.5.<\/p>\n<\/li>\n Pickswise \/ Docsports \/ SportsInteraction: expert + model writeups that converge on Dallas<\/strong> (ML) and an O\/U ~6 and similar one-goal margin narratives (public previews lean Stars).<\/p>\n<\/li>\n<\/ul>\n Averaging the explicit public score outputs<\/strong> (the only widely-published explicit final-score projections I could find were the syndicated computer-models that published 4\u20133 Stars<\/strong>) gives an average model prediction \u2248 Dallas 4 \u2014 New York 3<\/strong> (total \u2248 7 by summing, but the models themselves stated ~6.0\u20136.5 totals; the explicit score predictions most often published were 4-3 with a modeled total \u2248 6.0\u20136.3).<\/p>\n ESPN \/ SportsLine injury reports show Dallas<\/strong> has some lineup questions: Ilya Lyubushkin \u2014 questionable<\/strong>, Thomas Harley \u2014 out<\/strong>; other longer-term\/IR statuses (Jamie Benn listed IR-LT elsewhere). SportsLine and ESPN both list these items in their pregame notes. Those absences affect Dallas\u2019 defensive depth.<\/p>\n<\/li>\n Form \/ momentum: Dallas<\/strong> has been rolling recently (multi-game winning streak; recent 5-1 win and Jason Robertson hat trick referenced in previews). Isles are coming off a 4-1 loss to Colorado and have been rotating lines heavily. That favors a Dallas edge at home.<\/p>\n<\/li>\n<\/ul>\n I used publicly reported season totals (Hockey-Reference \/ team stat pages) to run a quick Pythagorean expected-win calculation (simple, transparent approach using GF & GA totals and exponent = 2):<\/p>\n Sources: Hockey-Reference \/ team pages show (season-to-date, at time of the previews)<\/p>\n Dallas Stars (through this sample date)<\/strong> \u2014 Goals For 62<\/strong>, Goals Against 53<\/strong>. (GF\/GA \u2192 strong offense + good defense).<\/p>\n<\/li>\n New York Islanders<\/strong> \u2014 Goals For 61<\/strong>, Goals Against 60<\/strong>. (more marginal GD).<\/p>\n<\/li>\n<\/ul>\n Pythagorean expected win% (GF\u00b2\/(GF\u00b2+GA\u00b2)):<\/p>\n Dallas<\/strong> \u2248 57.8%<\/strong> expected (pythag).<\/p>\n<\/li>\n Islanders<\/strong> \u2248 50.8%<\/strong> expected (pythag). SOS: hockey-reference season pages show Islanders\u2019 SOS is tougher<\/strong> (Islanders SOS ~ +0.21<\/strong>, top-5), while Dallas SOS ~ -0.07<\/strong> (weaker schedule). That means part of the Islanders\u2019 numbers are earned against stronger opposition (so the Islanders\u2019 raw GA looks worse but vs tougher opponents), and Dallas\u2019 numbers may be slightly inflated by an easier schedule. I use this to temper the Pythagorean gap \u2014 it narrows the practical edge but doesn\u2019t erase it.<\/p>\n Starting goalie situation<\/strong>: Sports previews flagged Jake Oettinger slated for Dallas starts in the writeups (and he\u2019s been key). Goaltending matchups matter \u2014 SportsLine\/Pickswise notes Oettinger in net for Dallas. That nudges the edge toward Dallas.<\/p>\n<\/li>\n Injuries\/defense depth<\/strong>: Harley out and Lyubushkin questionable (Dallas D depth impacted) \u2014 small push back toward the Isles being able to generate chances.<\/p>\n<\/li>\n Rest \/ schedule<\/strong>: Both teams are mid-week; Dallas is home and riding momentum \u2014 home advantage and momentum favor Dallas.<\/p>\n<\/li>\n<\/ul>\n 1) What the (public) models say \u2014 collected & averaged Many reputable prediction outlets ran algorithmic \/ AI previews for NY Islanders @ Dallas Stars<\/p>\n","protected":false},"author":7,"featured_media":30238,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":[],"rop_publish_now_history":[],"rop_publish_now_status":"pending","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[125],"tags":[241,466,465,731,742,750,464,730,131],"class_list":["post-30237","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nhl","tag-nhl","tag-nhl-analytical-insights","tag-nhl-game-insights","tag-nhl-games-today-predictions","tag-nhl-hockey","tag-nhl-pediction","tag-nhl-prediction-tips","tag-nhl-predictions-today","tag-nhl-sports-picks-using-ai","two-columns"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/atswins.ai\/blog\/wp-content\/uploads\/2025\/11\/NHL-New-York-Islanders-vs.-Dallas-Stars.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/30237","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/comments?post=30237"}],"version-history":[{"count":4,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/30237\/revisions"}],"predecessor-version":[{"id":30422,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/30237\/revisions\/30422"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/media\/30238"}],"wp:attachment":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/media?parent=30237"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/categories?post=30237"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/tags?post=30237"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n
\n2) Key recent news \/ injury checks (important situational inputs)<\/h1>\n
\n
\n3) Team fundamentals \/ Pythagorean check & SOS<\/h1>\n
\n
\n
(Interpretation: on goals-alone, Dallas projects as the stronger side \u2014 roughly mid-50s win probability before adjusting for matchup specifics). (calculation based on the season totals above).<\/p>\n<\/li>\n<\/ul>\n
\n4) Other external factors I included<\/h1>\n
\n
\n5) My independent prediction<\/h1>\n
My PICK: Total Points OVER 6 (LOSE)<\/span><\/h2>\n","protected":false},"excerpt":{"rendered":"