{"id":29418,"date":"2025-10-06T05:34:26","date_gmt":"2025-10-06T05:34:26","guid":{"rendered":"https:\/\/atswins.ai\/blog\/?p=29418"},"modified":"2025-10-07T11:44:34","modified_gmt":"2025-10-07T11:44:34","slug":"inside-the-numbers-why-milwaukee-holds-the-edge-over-chicago","status":"publish","type":"post","link":"https:\/\/atswins.ai\/blog\/inside-the-numbers-why-milwaukee-holds-the-edge-over-chicago\/","title":{"rendered":"Inside the Numbers: Why Milwaukee Holds the Edge Over Chicago"},"content":{"rendered":"<h1 data-start=\"332\" data-end=\"386\">1) Model predictions (public sources I could access)<\/h1>\n<p data-start=\"387\" data-end=\"593\">I collected <strong data-start=\"399\" data-end=\"409\">public<\/strong> final-score predictions \/ computer-sim outputs from five reputable outlets (these are the model-like or algorithmic projections and public expert-computer blends available right now):<\/p>\n<ul data-start=\"595\" data-end=\"1157\">\n<li data-start=\"595\" data-end=\"681\">\n<p data-start=\"597\" data-end=\"681\"><strong data-start=\"597\" data-end=\"611\">Fox Sports<\/strong> \u2014 <strong data-start=\"614\" data-end=\"640\">Milwaukee 4, Chicago 3<\/strong>.<\/p>\n<\/li>\n<li data-start=\"682\" data-end=\"787\">\n<p data-start=\"684\" data-end=\"787\"><strong data-start=\"684\" data-end=\"717\">Tonyspicks (computer\/analyst)<\/strong> \u2014 <strong data-start=\"720\" data-end=\"746\">Milwaukee 5, Chicago 3<\/strong>.<\/p>\n<\/li>\n<li data-start=\"788\" data-end=\"904\">\n<p data-start=\"790\" data-end=\"904\"><strong data-start=\"790\" data-end=\"834\">Docsports (matchup preview \/ projection)<\/strong> \u2014 <strong data-start=\"837\" data-end=\"863\">Milwaukee 5, Chicago 3<\/strong>.<\/p>\n<\/li>\n<li data-start=\"905\" data-end=\"1023\">\n<p data-start=\"907\" data-end=\"1023\"><strong data-start=\"907\" data-end=\"933\">CappersPicks (AI pick)<\/strong> \u2014 <strong data-start=\"936\" data-end=\"962\">Milwaukee 4, Chicago 3<\/strong> (published AI pick).<\/p>\n<\/li>\n<li data-start=\"1024\" data-end=\"1157\">\n<p data-start=\"1026\" data-end=\"1157\"><strong data-start=\"1026\" data-end=\"1059\">PredictEm \/ smaller simulator<\/strong> \u2014 <strong data-start=\"1062\" data-end=\"1088\">Milwaukee 3, Chicago 2<\/strong> (simulation-style projection).<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1159\" data-end=\"1433\">(Notes: some top systems like BetQL and SportsLine publish projections behind paywalls or inside subscriber pages; where a paywall blocked a public numeric score I used equivalent public simulator or widely-cited projection pages instead. I\u2019ve cited the public pages above.)<\/p>\n<hr data-start=\"1435\" data-end=\"1438\" \/>\n<h1 data-start=\"1440\" data-end=\"1504\">2) Average of those model predictions \u2014 \u201cConsensus projection\u201d<\/h1>\n<p data-start=\"1505\" data-end=\"1570\">Convert those five predictions into averaged final-score numbers:<\/p>\n<ul data-start=\"1572\" data-end=\"1687\">\n<li data-start=\"1572\" data-end=\"1630\">\n<p data-start=\"1574\" data-end=\"1630\">Brewers scores: 4, 5, 5, 4, 3 \u2192 <strong data-start=\"1606\" data-end=\"1628\">average = 4.2 runs<\/strong><\/p>\n<\/li>\n<li data-start=\"1631\" data-end=\"1687\">\n<p data-start=\"1633\" data-end=\"1687\">Cubs scores: 3, 3, 3, 3, 2 \u2192 <strong data-start=\"1665\" data-end=\"1687\">average = 2.8 runs<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1689\" data-end=\"1973\">Rounded to a tidy game score the models collectively point to: <strong data-start=\"1752\" data-end=\"1779\">Milwaukee 4 \u2014 Chicago 3<\/strong> (consensus margin \u2248 <strong data-start=\"1800\" data-end=\"1816\">Brewers by 1<\/strong>). Combined expected total from the models \u2248 <strong data-start=\"1861\" data-end=\"1873\">7.0 runs<\/strong> (so the model average leans <strong data-start=\"1902\" data-end=\"1933\">UNDER the posted total of 8<\/strong>).<\/p>\n<hr data-start=\"1975\" data-end=\"1978\" \/>\n<h1 data-start=\"1980\" data-end=\"2033\">3) My independent prediction (method + calculation)<\/h1>\n<h3 data-start=\"2035\" data-end=\"2052\">Inputs I used<\/h3>\n<ul data-start=\"2053\" data-end=\"3719\">\n<li data-start=\"2053\" data-end=\"2384\">\n<p data-start=\"2055\" data-end=\"2141\"><strong data-start=\"2055\" data-end=\"2082\">Pythagorean expectation<\/strong> using season runs (official season runs &amp; runs allowed):<\/p>\n<ul data-start=\"2144\" data-end=\"2384\">\n<li data-start=\"2144\" data-end=\"2216\">\n<p data-start=\"2146\" data-end=\"2216\"><strong data-start=\"2146\" data-end=\"2163\">Chicago Cubs:<\/strong> RS = 793, RA = 649 \u2192 Pythagorean win% \u2248 <strong data-start=\"2204\" data-end=\"2213\">59.9%<\/strong>.<\/p>\n<\/li>\n<li data-start=\"2219\" data-end=\"2384\">\n<p data-start=\"2221\" data-end=\"2384\"><strong data-start=\"2221\" data-end=\"2243\">Milwaukee Brewers:<\/strong> RS = 806, RA = 634 \u2192 Pythagorean win% \u2248 <strong data-start=\"2284\" data-end=\"2293\">61.8%<\/strong>.<br data-start=\"2294\" data-end=\"2297\" \/>(source: Baseball-Reference team season pages).<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li data-start=\"2386\" data-end=\"2680\">\n<p data-start=\"2388\" data-end=\"2680\"><strong data-start=\"2388\" data-end=\"2422\">Strength of schedule \/ resume:<\/strong> ESPN RPI\/SOS and other schedule-strength trackers show Milwaukee and Chicago with <strong data-start=\"2505\" data-end=\"2525\">very similar SOS<\/strong> numbers (Brewers slightly stronger by small margin in some indices). That supports the Brewers\u2019 slight edge overall.<\/p>\n<\/li>\n<li data-start=\"2682\" data-end=\"3140\">\n<p data-start=\"2684\" data-end=\"3140\"><strong data-start=\"2684\" data-end=\"2714\">Starting pitchers &amp; usage:<\/strong> game notes and previews show <strong data-start=\"2744\" data-end=\"2761\">Sh\u014dta Imanaga<\/strong> drawing the start for the Cubs and <strong data-start=\"2797\" data-end=\"2812\">Aaron Ashby<\/strong> lined up as an opener \/ short-stint for the Brewers (Ashby used as opener in the club\u2019s Game 1 notes and the team may go to bullpen\/rotation mix). Openers or bullpen-heavy starts compress expected innings and often slightly compress total runs. Sources: ESPN preview and Reuters\/club news.<\/p>\n<\/li>\n<li data-start=\"3142\" data-end=\"3465\">\n<p data-start=\"3144\" data-end=\"3465\"><strong data-start=\"3144\" data-end=\"3171\">Recent news \/ injuries:<\/strong> <strong data-start=\"3172\" data-end=\"3201\">Jackson Chourio (Brewers)<\/strong> aggravated\/tested hamstring \u2014 status <strong data-start=\"3239\" data-end=\"3265\">day-to-day \/ uncertain<\/strong> for Game 2; his absence reduces Milwaukee\u2019s top lineup punch a bit but they have depth. That injury is the main late-breaking item that could swing a close game.<\/p>\n<\/li>\n<li data-start=\"3467\" data-end=\"3719\">\n<p data-start=\"3469\" data-end=\"3719\"><strong data-start=\"3469\" data-end=\"3495\">Recent form &amp; context:<\/strong> Brewers crushed the Cubs 9\u20133 in Game 1 and enter with momentum and home crowd; Cubs showed some offensive life but Milwaukee\u2019s rotation and depth plus home advantage favors Milwaukee.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3721\" data-end=\"3768\">Putting it together (qualitative weighting)<\/h3>\n<ul data-start=\"3769\" data-end=\"4464\">\n<li data-start=\"3769\" data-end=\"3935\">\n<p data-start=\"3771\" data-end=\"3935\">Season-long Pythagorean and run differential slightly favor <strong data-start=\"3831\" data-end=\"3844\">Milwaukee<\/strong> (they scored a few more runs and allowed fewer).<\/p>\n<\/li>\n<li data-start=\"3936\" data-end=\"4217\">\n<p data-start=\"3938\" data-end=\"4217\">The <strong data-start=\"3942\" data-end=\"3961\">starter matchup<\/strong> (Imanaga vs an Ashby opener) + potential bullpen digging suggests <strong data-start=\"4028\" data-end=\"4071\">lower innings pitched by the starter(s)<\/strong> and tends to pull totals toward the under (openers \u2192 more matchup changes, fewer long-starter innings).<\/p>\n<\/li>\n<li data-start=\"4218\" data-end=\"4464\">\n<p data-start=\"4220\" data-end=\"4464\"><strong data-start=\"4220\" data-end=\"4242\">Chourio day-to-day<\/strong> is a negative for Milwaukee\u2019s offense but marginal because the Brewers have lineup depth. If Chourio sits, expect Isaac Collins (or similar) \u2014 a modest drop but not a crippling one.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"4466\" data-end=\"4499\">My numeric prediction (final)<\/h3>\n<ul data-start=\"4500\" data-end=\"4569\">\n<li data-start=\"4500\" data-end=\"4569\">\n<p data-start=\"4502\" data-end=\"4569\"><strong data-start=\"4502\" data-end=\"4569\">My projected final score: Milwaukee Brewers 4 \u2014 Chicago Cubs 2.<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4571\" data-end=\"4930\">Rationale: Pythagorean-season metrics + home advantage + Game 1 momentum lead me to a <strong data-start=\"4657\" data-end=\"4672\">Brewers win<\/strong>, and the opener \/ bullpen usage plus injury uncertainty pushes my total <strong data-start=\"4745\" data-end=\"4754\">lower<\/strong> than many public \u201c9\u20133 style\u201d Game 1 lines. So I expect a closer, lower-scoring contest \u2014 <strong data-start=\"4844\" data-end=\"4889\">Brewers by 1\u20132 runs, total about 6\u20137 runs<\/strong>.<\/p>\n<hr data-start=\"4932\" data-end=\"4935\" \/>\n<h1 data-start=\"4937\" data-end=\"4991\">4) News &amp; trends I checked (most load-bearing items)<\/h1>\n<ul data-start=\"4992\" data-end=\"5796\">\n<li data-start=\"4992\" data-end=\"5263\">\n<p data-start=\"4994\" data-end=\"5263\"><strong data-start=\"4994\" data-end=\"5059\">Jackson Chourio hamstring \u2014 day-to-day \/ uncertain for Game 2<\/strong> (Brewers). That\u2019s the biggest late factor for Milwaukee\u2019s lineup. If he\u2019s out, Milwaukee\u2019s offensive ceiling drops slightly. (Reuters \/ AP \/ team beat coverage).<\/p>\n<\/li>\n<li data-start=\"5264\" data-end=\"5601\">\n<p data-start=\"5266\" data-end=\"5601\"><strong data-start=\"5266\" data-end=\"5296\">Starting pitchers \/ usage:<\/strong> Sh\u014dta Imanaga is the Cubs\u2019 Game 2 starter; Aaron Ashby is slated as an opener\/swing option for Milwaukee. Both are confirmed in previews. That strongly affects how many innings the starter lasts and how many bullpen matchups we\u2019ll see \u2014 important for run totals.<\/p>\n<\/li>\n<li data-start=\"5602\" data-end=\"5796\">\n<p data-start=\"5604\" data-end=\"5796\"><strong data-start=\"5604\" data-end=\"5639\">Series context \/ Game 1 result:<\/strong> Brewers won Game 1, 9\u20133 \u2014 shows Milwaukee\u2019s offense can explode, but Game 2 starters and injuries increase variance.<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"5798\" data-end=\"5801\" \/>\n<h1 data-start=\"5803\" data-end=\"5846\">5) Final Pick (models average vs my read)<\/h1>\n<h2><span style=\"color: #339966;\">Pick: Total Points OVER 7.5 (WIN)<\/span><\/h2>\n","protected":false},"excerpt":{"rendered":"<p>1) Model predictions (public sources I could access) I collected public final-score predictions \/ computer-sim outputs from five reputable outlets (these are the model-like or<\/p>\n","protected":false},"author":7,"featured_media":29420,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"no","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":[2620,2646,1400,1415,1399,422],"class_list":["post-29418","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mlb","tag-ai-analysis-for-nfl","tag-ai-nfl-models","tag-ai-nfl-predictions","tag-ai-trends-for-nfl-games","tag-betting-splits-system-for-nfl","tag-expert-nfl-picks","two-columns"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/atswins.ai\/blog\/wp-content\/uploads\/2025\/10\/MLB-Chicago-Cubs-vs-Milwaukee-Brewers-g.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/29418","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=29418"}],"version-history":[{"count":3,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/29418\/revisions"}],"predecessor-version":[{"id":29457,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/posts\/29418\/revisions\/29457"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/media\/29420"}],"wp:attachment":[{"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/media?parent=29418"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/categories?post=29418"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atswins.ai\/blog\/wp-json\/wp\/v2\/tags?post=29418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}