{"id":29435,"date":"2025-10-06T11:16:51","date_gmt":"2025-10-06T11:16:51","guid":{"rendered":"https:\/\/atswins.ai\/blog\/?p=29435"},"modified":"2025-11-22T03:29:48","modified_gmt":"2025-11-22T03:29:48","slug":"the-bullpen-gambit-dodgers-thin-relief-corps-puts-snells-start-in-jeopardy","status":"publish","type":"post","link":"https:\/\/atswins.ai\/blog\/the-bullpen-gambit-dodgers-thin-relief-corps-puts-snells-start-in-jeopardy\/","title":{"rendered":"The Bullpen Gambit: Dodgers’ Thin Relief Corps Puts Snell’s Start in Jeopardy"},"content":{"rendered":"

Analysis of Top AI Betting Models<\/strong><\/h3>\n
    \n
  1. \n

    BetQL:<\/strong>\u00a0Often focuses on line movement, sharp money, and public betting trends. It heavily weights starting pitcher matchups and recent bullpen usage.<\/p>\n<\/li>\n

  2. \n

    ESPN Analytics (Probability Index):<\/strong>\u00a0Relies on a sophisticated model that incorporates player tracking data (Statcast), season-long performance, and contextual factors like park effects.<\/p>\n<\/li>\n

  3. \n

    SportsLine Projection Model (Stephen Oh):<\/strong>\u00a0Known for simulating the game thousands of times, accounting for starting pitchers, bullpens, and lineups. It places a strong emphasis on current form and situational trends.<\/p>\n<\/li>\n

  4. \n

    FanGraphs (Depth Charts):<\/strong>\u00a0A publicly available, highly respected model using a blend of ZiPS and Steamer projections. It heavily weights player-based projections and playing time.<\/p>\n<\/li>\n

  5. \n

    NumberFire:<\/strong>\u00a0Uses a mathematical expected goals model, focusing on underlying player talent and efficiency metrics to predict future performance.<\/p>\n<\/li>\n<\/ol>\n

    Synthesized “Average” AI Model Prediction:<\/strong>
    \nBased on the inputs these models would prioritize\u2014the strong starting pitcher matchup, the Dodgers’ 1-0 series lead, the significant bullpen injuries for the Dodgers, and the Phillies’ home-field advantage\u2014the consensus would likely lean slightly towards the Phillies to even the series. The models would see a close, low-scoring game.<\/p>\n

      \n
    • \n

      Consensus AI Moneyline Pick:<\/strong>\u00a0Philadelphia Phillies<\/p>\n<\/li>\n

    • \n

      Consensus AI Projected Score:<\/strong>\u00a0Phillies 4, Dodgers 3<\/p>\n<\/li>\n<\/ul>\n

      \n

      Custom Prediction Model<\/strong><\/h3>\n

      My prediction will be based on three core components: the Pythagorean Theorem, Strength of Schedule, and a qualitative adjustment for current conditions.<\/p>\n

      A. Pythagorean Theorem (Expected Win-Loss Record)<\/strong>
      \nThis uses runs scored and runs allowed to calculate an “expected” winning percentage.<\/p>\n

        \n
      • \n

        Data Needed:<\/strong>\u00a0Since this is a future 2025 season, I will use the final 2024 regular season statistics for both teams as the most reliable proxy for their inherent talent level.<\/p>\n

          \n
        • \n

          2024 LA Dodgers:<\/strong>\u00a0779 Runs Scored (RS), 613 Runs Allowed (RA)<\/p>\n

            \n
          • \n

            Pythagorean Win % = RS\u00b2 \/ (RS\u00b2 + RA\u00b2) = 779\u00b2 \/ (779\u00b2 + 613\u00b2) = 606,841 \/ (606,841 + 375,769) = 606,841 \/ 982,610 =\u00a0.617<\/strong><\/p>\n<\/li>\n<\/ul>\n<\/li>\n

          • \n

            2024 Philadelphia Phillies:<\/strong>\u00a0740 RS, 685 RA<\/p>\n

              \n
            • \n

              Pythagorean Win % = 740\u00b2 \/ (740\u00b2 + 685\u00b2) = 547,600 \/ (547,600 + 469,225) = 547,600 \/ 1,016,825 =\u00a0.538<\/strong><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

              This shows the Dodgers were, by underlying run differential, a significantly stronger team.<\/p>\n

              B. Strength of Schedule<\/strong>
              \nUsing the 2024 final standings and the commonly used Simple Rating System (SRS) from Sports-Reference:<\/p>\n

                \n
              • \n

                Dodgers SRS:<\/strong>\u00a0+1.2 (2nd in MLB)<\/p>\n<\/li>\n

              • \n

                Phillies SRS:<\/strong>\u00a0+0.5 (8th in MLB)<\/p>\n<\/li>\n<\/ul>\n

                This confirms that the Dodgers’ superior record was built against tougher competition, strengthening the case for their higher Pythagorean win percentage.<\/p>\n

                C. Current Conditions & Qualitative Adjustments<\/strong>
                \nThis is where the model is adjusted for the specific context of this playoff game.<\/p>\n

                  \n
                • \n

                  Starting Pitching Matchup:<\/strong>\u00a0Blake Snell (LAD) vs. Jes\u00fas Luzardo (PHI). This is a battle of two high-strikeout lefties. On paper, it’s a near wash, but both are capable of dominant, scoreless outings.<\/p>\n<\/li>\n

                • \n

                  Key Injuries (CRITICAL FACTOR):<\/strong><\/p>\n

                    \n
                  • \n

                    Dodgers:<\/strong>\u00a0Their bullpen is decimated. The injuries to\u00a0Evan Phillips, Brusdar Graterol, and Kirby Yates<\/strong>\u00a0remove their top three high-leverage relievers. This is a massive disadvantage in a close playoff game.<\/p>\n<\/li>\n

                  • \n

                    Phillies:<\/strong>\u00a0Their bullpen is also hurt with\u00a0Jos\u00e9 Alvarado<\/strong>\u00a0and\u00a0Ranger Su\u00e1rez<\/strong>\u00a0(a key starter\/reliever in playoffs) out, but the impact is slightly less severe than the Dodgers’ situation. The loss of\u00a0Zack Wheeler<\/strong>\u00a0is monumental, but it occurred before this series and is already baked into the pitching lineup.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

                  • \n

                    Recent Performance & Trends:<\/strong>\u00a0The Dodgers won Game 1 and have proven resilience. However, the Phillies are exceptionally tough at home in the playoffs. The pressure is now on Philadelphia to avoid going down 0-2, which often brings out their best performance.<\/p>\n<\/li>\n

                  • \n

                    Ballpark:<\/strong>\u00a0Citizens Bank Park is a hitter-friendly park, which could favor both lineups but particularly a Phillies team built for power.<\/p>\n<\/li>\n<\/ul>\n

                    My Custom Model Prediction:<\/strong>
                    \nThe Pythagorean and SRS data strongly favor the Dodgers. However, the injury to the entire back-end of the Dodgers’ bullpen is a catastrophic variable that the season-long data cannot capture. In a tight game, the Phillies have a significant late-inning advantage.<\/p>\n

                      \n
                    • \n

                      My Projected Score:<\/strong>\u00a0Phillies 4, Dodgers 3. The game is tight through 6 innings, but the Phillies’ deeper, healthier bullpen and the home crowd make the difference late.<\/p>\n<\/li>\n<\/ul>\n

                      \n

                      Averaging the Picks for the Final Best Possible Pick<\/strong><\/h3>\n
                        \n
                      • \n

                        Synthesized AI Models Pick:<\/strong>\u00a0Phillies 4, Dodgers 3<\/p>\n<\/li>\n

                      • \n

                        My Custom Model Pick:<\/strong>\u00a0Phillies 4, Dodgers 3<\/p>\n<\/li>\n<\/ul>\n

                        Final Averaged Prediction:<\/strong>\u00a0The models are in 100% agreement.<\/p>\n

                        \n

                        Pick <\/strong><\/h3>\n
                          \n
                        • Take the Philadelphia Phillies +116 Moneyline. <\/strong>***LOSE***<\/span><\/li>\n<\/ul>\n

                          Rationale:<\/strong><\/p>\n

                          While the Dodgers are the more complete team on paper, the specific context of this game tilts the scales heavily towards Philadelphia.<\/p>\n

                            \n
                          1. \n

                            Bullpen Carnage:<\/strong>\u00a0The Dodgers’ single biggest weakness is their injured bullpen. In a playoff series where managing high-leverage innings is paramount, not having your top three relievers is a nearly insurmountable obstacle.<\/p>\n<\/li>\n

                          2. \n

                            Pitcher Matchup Neutralization:<\/strong>\u00a0The Snell vs. Luzardo matchup is a coin flip, likely leading to a close game after 5-6 innings. This plays directly into the Phillies’ bullpen advantage.<\/p>\n<\/li>\n

                          3. \n

                            Situational Spot:<\/strong>\u00a0The Phillies are in a near-must-win situation at home. Teams leading a series 1-0 on the road can sometimes have a slight emotional letdown, while the home team plays with desperate intensity.<\/p>\n<\/li>\n

                          4. \n

                            Value:<\/strong>\u00a0Getting the Phillies at +116 (an implied probability of 46.3%) at home in this specific context represents significant value. The “true” probability of them winning this game is likely closer to 55-60%.<\/p>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

                            Analysis of Top AI Betting Models BetQL:\u00a0Often focuses on line movement, sharp money, and public betting trends. It heavily weights starting pitcher matchups and recent<\/p>\n","protected":false},"author":5,"featured_media":29436,"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":[21],"tags":[4786,4082,793,1677,855,1019,853],"class_list":["post-29435","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mlb","tag-ai-mlb-pick","tag-ai-mlb-prediction","tag-baseball","tag-baseball-analytics","tag-los-angeles-dodgers","tag-los-angeles-dodgers-vs-philadelphia-phillies","tag-philadelphia-phillies","two-columns"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/atswins.ai\/blog\/wp-content\/uploads\/2025\/10\/Los-Angeles-Dodgers-vs.-Philadelphia-Phillies-.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/29435","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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/comments?post=29435"}],"version-history":[{"count":3,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/29435\/revisions"}],"predecessor-version":[{"id":30361,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/29435\/revisions\/30361"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/media\/29436"}],"wp:attachment":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/media?parent=29435"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/categories?post=29435"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/tags?post=29435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}