diff --git a/app/lib/bracket-templates.ts b/app/lib/bracket-templates.ts
index eba2be8..a46d0aa 100644
--- a/app/lib/bracket-templates.ts
+++ b/app/lib/bracket-templates.ts
@@ -350,6 +350,44 @@ export const SIMPLE_32: BracketTemplate = {
   ],
 };
 
+/**
+ * NCAA Men's College Hockey Tournament (16 teams)
+ * Regional Semifinals → Regional Finals → Frozen Four Semifinals → National Championship
+ * Only Regional Finals and beyond score points (top 8).
+ */
+export const COLLEGE_HOCKEY_16: BracketTemplate = {
+  id: "college_hockey_16",
+  name: "NCAA Men's Hockey Tournament (16 teams)",
+  totalTeams: 16,
+  scoringStartsAtRound: "Regional Finals",
+  rounds: [
+    {
+      name: "Regional Semifinals",
+      matchCount: 8,
+      feedsInto: "Regional Finals",
+      isScoring: false,
+    },
+    {
+      name: "Regional Finals",
+      matchCount: 4,
+      feedsInto: "Frozen Four Semifinals",
+      isScoring: true,
+    },
+    {
+      name: "Frozen Four Semifinals",
+      matchCount: 2,
+      feedsInto: "National Championship",
+      isScoring: true,
+    },
+    {
+      name: "National Championship",
+      matchCount: 1,
+      feedsInto: null,
+      isScoring: true,
+    },
+  ],
+};
+
 /**
  * PDC World Darts Championship (128 players)
  * R1 (128) → R2 (64) → R3 (32) → R4 (16) → Quarterfinals → Semifinals → Final
@@ -878,6 +916,7 @@ export const BRACKET_TEMPLATES: Record<string, BracketTemplate> = {
   simple_4: SIMPLE_4,
   simple_8: SIMPLE_8,
   simple_16: SIMPLE_16,
+  college_hockey_16: COLLEGE_HOCKEY_16,
   simple_32: SIMPLE_32,
   ncaa_68: NCAA_68,
   nfl_14: NFL_14,
diff --git a/app/models/__tests__/bracket-templates.test.ts b/app/models/__tests__/bracket-templates.test.ts
index 3434560..478a02a 100644
--- a/app/models/__tests__/bracket-templates.test.ts
+++ b/app/models/__tests__/bracket-templates.test.ts
@@ -4,6 +4,7 @@ import {
   SIMPLE_8,
   SIMPLE_16,
   SIMPLE_32,
+  COLLEGE_HOCKEY_16,
   NCAA_68,
   NFL_14,
   getBracketTemplate,
@@ -44,6 +45,21 @@ describe("Bracket Templates", () => {
       expect(SIMPLE_16.rounds[3].isScoring).toBe(true);
     });
 
+    it("COLLEGE_HOCKEY_16 has correct structure", () => {
+      expect(COLLEGE_HOCKEY_16.id).toBe("college_hockey_16");
+      expect(COLLEGE_HOCKEY_16.totalTeams).toBe(16);
+      expect(COLLEGE_HOCKEY_16.rounds).toHaveLength(4);
+      expect(COLLEGE_HOCKEY_16.scoringStartsAtRound).toBe("Regional Finals");
+      expect(COLLEGE_HOCKEY_16.rounds[0].name).toBe("Regional Semifinals");
+      expect(COLLEGE_HOCKEY_16.rounds[0].isScoring).toBe(false);
+      expect(COLLEGE_HOCKEY_16.rounds[1].name).toBe("Regional Finals");
+      expect(COLLEGE_HOCKEY_16.rounds[1].isScoring).toBe(true);
+      expect(COLLEGE_HOCKEY_16.rounds[2].name).toBe("Frozen Four Semifinals");
+      expect(COLLEGE_HOCKEY_16.rounds[2].isScoring).toBe(true);
+      expect(COLLEGE_HOCKEY_16.rounds[3].name).toBe("National Championship");
+      expect(COLLEGE_HOCKEY_16.rounds[3].isScoring).toBe(true);
+    });
+
     it("SIMPLE_32 has correct structure", () => {
       expect(SIMPLE_32.id).toBe("simple_32");
       expect(SIMPLE_32.totalTeams).toBe(32);
@@ -145,6 +161,7 @@ describe("Bracket Templates", () => {
       expect(getBracketTemplate("simple_4")).toBe(SIMPLE_4);
       expect(getBracketTemplate("simple_8")).toBe(SIMPLE_8);
       expect(getBracketTemplate("simple_16")).toBe(SIMPLE_16);
+      expect(getBracketTemplate("college_hockey_16")).toBe(COLLEGE_HOCKEY_16);
       expect(getBracketTemplate("ncaa_68")).toBe(NCAA_68);
     });
 
diff --git a/app/models/participant-expected-value.ts b/app/models/participant-expected-value.ts
index a3d3775..2ae8e4c 100644
--- a/app/models/participant-expected-value.ts
+++ b/app/models/participant-expected-value.ts
@@ -425,7 +425,7 @@ export async function batchSaveSourceOdds(
  * Uses INSERT ... ON CONFLICT DO UPDATE to avoid N+1 queries.
  */
 export async function batchSaveSourceElos(
-  inputs: Array<{ participantId: string; sportsSeasonId: string; sourceElo: number; worldRanking?: number | null }>
+  inputs: Array<{ participantId: string; sportsSeasonId: string; sourceElo: number | null; worldRanking?: number | null }>
 ): Promise<void> {
   if (inputs.length === 0) return;
   const db = database();
diff --git a/app/routes/admin.sports-seasons.$id.elo-ratings.tsx b/app/routes/admin.sports-seasons.$id.elo-ratings.tsx
index 02fa134..766a7ba 100644
--- a/app/routes/admin.sports-seasons.$id.elo-ratings.tsx
+++ b/app/routes/admin.sports-seasons.$id.elo-ratings.tsx
@@ -40,10 +40,12 @@ import {
 } from '~/services/probability-engine';
 
 // Simulator types that use worldRanking in addition to sourceElo
-const RANKING_SIMULATOR_TYPES = new Set(['darts_bracket', 'cs2_major_qualifying_points']);
+const RANKING_SIMULATOR_TYPES = new Set(['darts_bracket', 'cs2_major_qualifying_points', 'college_hockey_bracket']);
+const RANK_ONLY_SIMULATOR_TYPES = new Set(['college_hockey_bracket']);
 
 function rankingLabel(simulatorType: string | null | undefined): string {
   if (simulatorType === 'cs2_major_qualifying_points') return 'HLTV Rank';
+  if (simulatorType === 'college_hockey_bracket') return 'NPI Rank';
   return 'World Rank';
 }
 
@@ -98,11 +100,13 @@ export async function action({ request, params }: Route.ActionArgs) {
   }
 
   const participants = await findParticipantsBySportsSeasonId(sportsSeasonId);
-  const usesRanking = RANKING_SIMULATOR_TYPES.has(sportsSeason.sport?.simulatorType ?? '');
+  const simulatorType = sportsSeason.sport?.simulatorType ?? '';
+  const usesRanking = RANKING_SIMULATOR_TYPES.has(simulatorType);
+  const allowsRankOnly = RANK_ONLY_SIMULATOR_TYPES.has(simulatorType);
   const rawMode = formData.get('inputMode');
   const inputMode = rawMode === 'projectedWins' ? 'projectedWins' : 'elo';
 
-  const eloInputs: Array<{ participantId: string; sportsSeasonId: string; sourceElo: number; worldRanking?: number | null }> = [];
+  const eloInputs: Array<{ participantId: string; sportsSeasonId: string; sourceElo: number | null; worldRanking?: number | null }> = [];
 
   if (inputMode === 'projectedWins' && sportsSeason.sport?.simulatorType) {
     const config = getSimulatorConfig(sportsSeason.sport.simulatorType as SimulatorType);
@@ -128,20 +132,21 @@ export async function action({ request, params }: Route.ActionArgs) {
       const eloVal = formData.get(`elo_${participant.id}`) as string;
       const rankVal = formData.get(`rank_${participant.id}`) as string;
 
-      if (eloVal && eloVal.trim() !== '') {
-        const elo = Number(eloVal);
-        if (!isNaN(elo) && elo > 0) {
-          if (usesRanking) {
-            const ranking = rankVal && rankVal.trim() !== '' ? Number(rankVal) : null;
-            eloInputs.push({
-              participantId: participant.id,
-              sportsSeasonId,
-              sourceElo: elo,
-              worldRanking: ranking && !isNaN(ranking) && ranking > 0 ? ranking : null,
-            });
-          } else {
-            eloInputs.push({ participantId: participant.id, sportsSeasonId, sourceElo: elo });
-          }
+      const elo = eloVal && eloVal.trim() !== '' ? Number(eloVal) : null;
+      const ranking = rankVal && rankVal.trim() !== '' ? Number(rankVal) : null;
+      const validElo = elo !== null && !isNaN(elo) && elo > 0;
+      const validRanking = ranking !== null && !isNaN(ranking) && ranking > 0;
+
+      if (validElo || (usesRanking && allowsRankOnly && validRanking)) {
+        if (usesRanking) {
+          eloInputs.push({
+            participantId: participant.id,
+            sportsSeasonId,
+            sourceElo: validElo ? elo : null,
+            worldRanking: validRanking ? ranking : null,
+          });
+        } else if (validElo) {
+          eloInputs.push({ participantId: participant.id, sportsSeasonId, sourceElo: elo });
         }
       }
     }
@@ -150,7 +155,9 @@ export async function action({ request, params }: Route.ActionArgs) {
   if (eloInputs.length === 0) {
     return { success: false, message: inputMode === 'projectedWins'
       ? 'Please enter projections for at least one participant'
-      : 'Please enter an Elo rating for at least one participant' };
+      : allowsRankOnly
+        ? 'Please enter an Elo rating or NPI rank for at least one participant'
+        : 'Please enter an Elo rating for at least one participant' };
   }
 
   if (!sportsSeason.sport?.simulatorType) {
@@ -286,8 +293,8 @@ export default function AdminSportsSeasonEloRatings() {
 
   const [bulkText, setBulkText] = useState('');
   const [parseResults, setParseResults] = useState<{
-    matched: Array<{ participantId: string; name: string; elo: number; ranking: number | null; inputName: string }>;
-    unmatched: Array<{ inputName: string; elo: number; ranking: number | null }>;
+    matched: Array<{ participantId: string; name: string; elo: number | null; ranking: number | null; inputName: string }>;
+    unmatched: Array<{ inputName: string; elo: number | null; ranking: number | null }>;
   } | null>(null);
 
   function findParticipantMatch(inputName: string) {
@@ -312,8 +319,8 @@ export default function AdminSportsSeasonEloRatings() {
 
   function parseBulkText() {
     const lines = bulkText.split('\n');
-    const matched: Array<{ participantId: string; name: string; elo: number; ranking: number | null; inputName: string }> = [];
-    const unmatched: Array<{ inputName: string; elo: number; ranking: number | null }> = [];
+    const matched: Array<{ participantId: string; name: string; elo: number | null; ranking: number | null; inputName: string }> = [];
+    const unmatched: Array<{ inputName: string; elo: number | null; ranking: number | null }> = [];
     const seen = new Set<string>();
 
     for (const line of lines) {
@@ -342,15 +349,23 @@ export default function AdminSportsSeasonEloRatings() {
         }
       } else {
         const match = usesRanking
-          ? /^(.+?)[\s,:\t]+(\d{3,5})(?:[\s,:\t]+(\d{1,3}))?\s*$/.exec(trimmed)
+          ? /^(.+?)[\s,:\t]+(\d{1,5})(?:[\s,:\t]+(\d{1,3}))?\s*$/.exec(trimmed)
           : /^(.+?)[\s,:\t]+(\d{3,5})\s*$/.exec(trimmed);
         if (!match) continue;
 
         const inputName = match[1].trim();
-        const elo = parseInt(match[2], 10);
-        const ranking = usesRanking && match[3] ? parseInt(match[3], 10) : null;
+        const firstNumber = parseInt(match[2], 10);
+        const parsedAsRankOnly = usesRanking && allowsRankOnly && !match[3] && firstNumber < 500;
+        const elo = parsedAsRankOnly ? null : firstNumber;
+        const ranking = parsedAsRankOnly
+          ? firstNumber
+          : usesRanking && match[3]
+            ? parseInt(match[3], 10)
+            : null;
 
-        if (isNaN(elo) || elo < 500 || elo > 5000) continue;
+        const validElo = elo !== null && !isNaN(elo) && elo >= 500 && elo <= 5000;
+        const validRanking = ranking !== null && !isNaN(ranking) && ranking > 0;
+        if (!validElo && !(allowsRankOnly && validRanking)) continue;
 
         const participant = findParticipantMatch(inputName);
         if (participant && !seen.has(participant.id)) {
@@ -371,9 +386,9 @@ export default function AdminSportsSeasonEloRatings() {
     const newRanks = { ...rankValues };
     const newWins = { ...winsValues };
     for (const m of parseResults.matched) {
-      newElos[m.participantId] = m.elo.toString();
+      if (m.elo !== null) newElos[m.participantId] = m.elo.toString();
       if (m.ranking !== null) newRanks[m.participantId] = m.ranking.toString();
-      if (inputMode === 'projectedWins' && simulatorConfig) {
+      if (inputMode === 'projectedWins' && simulatorConfig && m.elo !== null) {
         newWins[m.participantId] = (simulatorConfig.projectionInput === 'tablePoints'
           ? eloToProjectedTablePoints(m.elo, simulatorConfig.seasonGames, simulatorConfig.parityFactor, simulatorConfig.averageOpponentElo)
           : eloToProjectedWins(m.elo, simulatorConfig.seasonGames, simulatorConfig.parityFactor, simulatorConfig.averageOpponentElo)
@@ -390,6 +405,8 @@ export default function AdminSportsSeasonEloRatings() {
   const isSubmitting = navigation.state === 'submitting';
   const simulatorType = sportsSeason.sport?.simulatorType ?? null;
   const rankLabel = rankingLabel(simulatorType);
+  const allowsRankOnly = RANK_ONLY_SIMULATOR_TYPES.has(simulatorType ?? '');
+  const participantLabel = simulatorType === 'college_hockey_bracket' ? 'Team' : 'Player';
 
   // When ranking is available, sort by rank ascending, then unranked alphabetically
   const sortedParticipants = usesRanking
@@ -446,8 +463,12 @@ export default function AdminSportsSeasonEloRatings() {
             ) : usesRanking ? (
               <>
                 Paste one entry per line. Format:{' '}
-                <code>Name, Elo, {rankLabel}</code> (ranking is optional — omit it and the simulator
-                will use Elo order for seeding). Names are fuzzy-matched to participants.
+                {allowsRankOnly ? (
+                  <>Use <code>Name, {rankLabel}</code> or <code>Name, Elo, {rankLabel}</code>. Elo is optional when NPI rank is present.</>
+                ) : (
+                  <>Use <code>Name, Elo, {rankLabel}</code> (ranking is optional — omit it and the simulator will use Elo order for seeding).</>
+                )}{' '}
+                Names are fuzzy-matched to participants.
               </>
             ) : (
               <>
@@ -465,10 +486,14 @@ export default function AdminSportsSeasonEloRatings() {
                   ? `Team Name, 76.5\nTeam Name, 68.0\nTeam Name, 54.5`
                   : `Team Name, 15.6\nTeam Name, 14.5\nTeam Name, 13.8`
                 : usesRanking
-                  ? simulatorType === 'cs2_major_qualifying_points'
-                    ? `Natus Vincere, 1850, 1\nFaZe Clan, 1820, 2\nVitality, 1810, 3`
-                    : `Luke Littler, 2099, 1\nMichael van Gerwen, 1950, 2\nLuke Humphries, 1947, 3`
-                  : `Judd Trump, 2594\nRonnie O'Sullivan, 2441\nMark Selby, 2432`
+                  ? simulatorType === 'college_hockey_bracket'
+                    ? `Denver, 1\nBoston College, 2\nMichigan State, 1650, 3`
+                    : simulatorType === 'cs2_major_qualifying_points'
+                      ? `Natus Vincere, 1850, 1\nFaZe Clan, 1820, 2\nVitality, 1810, 3`
+                      : `Luke Littler, 2099, 1\nMichael van Gerwen, 1950, 2\nLuke Humphries, 1947, 3`
+                  : `Judd Trump, 2594
+Ronnie O'Sullivan, 2441
+Mark Selby, 2432`
             }
             value={bulkText}
             onChange={e => { setBulkText(e.target.value); setParseResults(null); }}
@@ -492,7 +517,7 @@ export default function AdminSportsSeasonEloRatings() {
                       <div key={m.participantId} className="flex justify-between px-3 py-1.5">
                         <span className="text-muted-foreground">{m.inputName}</span>
                         <span className="font-medium">
-                          {m.name} &rarr; Elo {m.elo}
+                          {m.name} &rarr; {m.elo !== null ? `Elo ${m.elo}` : 'No Elo'}
                           {usesRanking && m.ranking !== null ? `, ${rankLabel} #${m.ranking}` : ''}
                         </span>
                       </div>
@@ -512,7 +537,7 @@ export default function AdminSportsSeasonEloRatings() {
                       <div key={u.inputName} className="flex justify-between px-3 py-1.5">
                         <span>{u.inputName}</span>
                         <span className="font-medium">
-                          Elo {u.elo}
+                          {u.elo !== null ? `Elo ${u.elo}` : 'No Elo'}
                           {usesRanking && u.ranking !== null ? `, ${rankLabel} #${u.ranking}` : ''}
                         </span>
                       </div>
@@ -538,15 +563,15 @@ export default function AdminSportsSeasonEloRatings() {
               {inputMode === 'projectedWins'
                 ? `${projectionLabel} (out of ${projectionMax || '?'})`
                 : usesRanking
-                  ? `Player Elo & ${rankLabel}s`
-                  : 'Player Elo Ratings'}
+                  ? `${participantLabel} Elo${allowsRankOnly ? ' (optional)' : ''} & ${rankLabel}s`
+                  : `${participantLabel} Elo Ratings`}
             </CardTitle>
             <CardDescription>
               {inputMode === 'projectedWins'
                 ? `Enter each team's projected total season ${projectionUnit}. Converted to Elo automatically. Saving will run the simulation and update expected values.`
                 : usesRanking
-                  ? `Enter each player's Elo and ${rankLabel}. Saving will automatically run the simulation and update expected values.`
-                  : 'Enter each player\'s current Elo rating. Saving will automatically run the simulation and update expected values.'}
+                  ? `Enter each ${participantLabel.toLowerCase()}'s Elo${allowsRankOnly ? ' (optional)' : ''} and ${rankLabel}. Saving will automatically run the simulation and update expected values.`
+                  : `Enter each ${participantLabel.toLowerCase()}'s current Elo rating. Saving will automatically run the simulation and update expected values.`}
             </CardDescription>
           </CardHeader>
           <CardContent>
@@ -554,7 +579,7 @@ export default function AdminSportsSeasonEloRatings() {
               <input type="hidden" name="inputMode" value={inputMode} />
               {usesRanking && inputMode === 'elo' && (
                 <div className="grid grid-cols-[1fr_100px_90px] gap-x-3 gap-y-1 items-center text-xs font-medium text-muted-foreground">
-                  <span>Player</span>
+                  <span>{participantLabel}</span>
                   <span>Elo</span>
                   <span>{rankLabel} #</span>
                 </div>
@@ -603,7 +628,7 @@ export default function AdminSportsSeasonEloRatings() {
                         type="number"
                         id={`elo_${participant.id}`}
                         name={`elo_${participant.id}`}
-                        placeholder={usesRanking ? '1800' : '2450'}
+                        placeholder={usesRanking ? (allowsRankOnly ? 'optional' : '1800') : '2450'}
                         value={eloValues[participant.id] ?? ''}
                         onChange={e =>
                           setEloValues(prev => ({ ...prev, [participant.id]: e.target.value }))
@@ -664,7 +689,7 @@ export default function AdminSportsSeasonEloRatings() {
             )}
             {usesRanking && inputMode === 'elo' && (
               <div className="mt-4 text-muted-foreground text-xs">
-                {rankLabel} is optional — if omitted, the simulator uses Elo order for seeding.
+                {rankLabel} is optional — if omitted, the simulator uses Elo order for seeding. {allowsRankOnly ? 'For college hockey, Elo is optional when an NPI rank is entered.' : ''}
               </div>
             )}
             {inputMode === 'projectedWins' && simulatorConfig && (
diff --git a/app/services/simulations/__tests__/college-hockey-simulator.test.ts b/app/services/simulations/__tests__/college-hockey-simulator.test.ts
new file mode 100644
index 0000000..af50fa7
--- /dev/null
+++ b/app/services/simulations/__tests__/college-hockey-simulator.test.ts
@@ -0,0 +1,204 @@
+import { describe, it, expect, vi, beforeEach, type MockInstance } from "vitest";
+import {
+  buildCollegeHockeyTeams,
+  CollegeHockeySimulator,
+  npiRankSelectionWeight,
+  npiRankToElo,
+} from "../college-hockey-simulator";
+
+vi.mock("~/database/context", () => ({
+  database: vi.fn(),
+}));
+
+const IDS = Array.from({ length: 16 }, (_, i) => `team-${i + 1}`);
+const POOL_IDS = Array.from({ length: 20 }, (_, i) => `team-${i + 1}`);
+
+function makeParticipants(ids: string[]) {
+  return ids.map((id) => ({ id }));
+}
+
+function makeEvRows(ids: string[]) {
+  return ids.map((participantId, i) => ({
+    participantId,
+    sourceElo: 1700 - i * 20,
+    sourceOdds: null,
+    worldRanking: i + 1,
+  }));
+}
+
+function makeMatch(round: string, matchNumber: number, p1?: string, p2?: string, winner?: string, loser?: string) {
+  return {
+    id: `${round}-${matchNumber}`,
+    scoringEventId: "event-1",
+    round,
+    templateRound: null,
+    matchNumber,
+    participant1Id: p1 ?? null,
+    participant2Id: p2 ?? null,
+    winnerId: winner ?? null,
+    loserId: loser ?? null,
+    isComplete: Boolean(winner),
+    participant1Score: null,
+    participant2Score: null,
+    isScoring: round !== "Regional Semifinals",
+    seedInfo: null,
+    createdAt: new Date(),
+    updatedAt: new Date(),
+  };
+}
+
+function makeCompletedBracket() {
+  const r16Winners = IDS.slice(0, 8);
+  const qfWinners = IDS.slice(0, 4);
+  const sfWinners = IDS.slice(0, 2);
+
+  return [
+    ...Array.from({ length: 8 }, (_, i) =>
+      makeMatch("Regional Semifinals", i + 1, IDS[i], IDS[15 - i], r16Winners[i], IDS[15 - i])
+    ),
+    ...Array.from({ length: 4 }, (_, i) =>
+      makeMatch("Regional Finals", i + 1, r16Winners[i * 2], r16Winners[i * 2 + 1], qfWinners[i], r16Winners[i * 2 + 1])
+    ),
+    ...Array.from({ length: 2 }, (_, i) =>
+      makeMatch("Frozen Four Semifinals", i + 1, qfWinners[i * 2], qfWinners[i * 2 + 1], sfWinners[i], qfWinners[i * 2 + 1])
+    ),
+    makeMatch("National Championship", 1, sfWinners[0], sfWinners[1], sfWinners[0], sfWinners[1]),
+  ];
+}
+
+function makeBracketWithStaleFutureSlots() {
+  return [
+    ...Array.from({ length: 8 }, (_, i) =>
+      makeMatch("Regional Semifinals", i + 1, IDS[i], IDS[15 - i])
+    ),
+    // These incomplete downstream slots intentionally contain stale participants.
+    // The simulator should ignore them and use the simulated/completed upstream winners.
+    makeMatch("Regional Finals", 1, "team-9", "team-10"),
+    makeMatch("Regional Finals", 2, "team-11", "team-12"),
+    makeMatch("Regional Finals", 3, "team-13", "team-14"),
+    makeMatch("Regional Finals", 4, "team-15", "team-16"),
+    makeMatch("Frozen Four Semifinals", 1),
+    makeMatch("Frozen Four Semifinals", 2),
+    makeMatch("National Championship", 1),
+  ];
+}
+
+describe("college hockey input helpers", () => {
+  it("maps better NPI ranks to higher Elo ratings", () => {
+    expect(npiRankToElo(1, 64)).toBeGreaterThan(npiRankToElo(16, 64));
+  });
+
+  it("maps better NPI ranks to higher Zipf selection weights", () => {
+    expect(npiRankSelectionWeight(1)).toBeGreaterThan(npiRankSelectionWeight(10));
+  });
+
+  it("builds team strength from admin-editable NPI rank when Elo is absent", () => {
+    const teams = buildCollegeHockeyTeams(["one", "two"], [
+      { participantId: "one", sourceElo: null, sourceOdds: null, worldRanking: 1 },
+      { participantId: "two", sourceElo: null, sourceOdds: null, worldRanking: 20 },
+    ]);
+
+    expect(teams[0].elo).toBeGreaterThan(teams[1].elo);
+    expect(teams[0].selectionWeight).toBeGreaterThan(teams[1].selectionWeight);
+  });
+
+  it("uses NPI rank before Elo for seeding when both are present", () => {
+    const teams = buildCollegeHockeyTeams(["strong-elo", "better-npi"], [
+      { participantId: "strong-elo", sourceElo: 1800, sourceOdds: null, worldRanking: 12 },
+      { participantId: "better-npi", sourceElo: 1500, sourceOdds: null, worldRanking: 2 },
+    ]);
+
+    const byId = new Map(teams.map((team) => [team.participantId, team]));
+    expect(byId.get("better-npi")?.seedScore).toBeGreaterThan(byId.get("strong-elo")?.seedScore ?? 0);
+  });
+
+  it("gives no-odds teams a fallback field-selection weight when odds are partial", () => {
+    const teams = buildCollegeHockeyTeams(["with-odds", "no-odds"], [
+      { participantId: "with-odds", sourceElo: null, sourceOdds: 200, worldRanking: 1 },
+      { participantId: "no-odds", sourceElo: null, sourceOdds: null, worldRanking: 2 },
+    ]);
+
+    const noOdds = teams.find((team) => team.participantId === "no-odds");
+    expect(noOdds?.selectionWeight).toBeGreaterThan(0);
+  });
+});
+
+describe("CollegeHockeySimulator", () => {
+  let mockDb: {
+    query: {
+      scoringEvents: { findFirst: MockInstance };
+      playoffMatches: { findMany: MockInstance };
+    };
+    select: MockInstance;
+  };
+  let selectCallCount: number;
+
+  beforeEach(async () => {
+    selectCallCount = 0;
+    const { database } = await import("~/database/context");
+    mockDb = {
+      query: {
+        scoringEvents: { findFirst: vi.fn() },
+        playoffMatches: { findMany: vi.fn() },
+      },
+      select: vi.fn(),
+    };
+    (database as unknown as MockInstance).mockReturnValue(mockDb);
+  });
+
+  function setupPreBracket(ids: string[]) {
+    mockDb.query.scoringEvents.findFirst.mockResolvedValue(null);
+    mockDb.select.mockImplementation(() => {
+      const data = selectCallCount++ === 0 ? makeParticipants(ids) : makeEvRows(ids);
+      return { from: vi.fn().mockReturnValue({ where: vi.fn().mockResolvedValue(data) }) };
+    });
+  }
+
+  function setupExistingBracket(matches = makeCompletedBracket()) {
+    mockDb.query.scoringEvents.findFirst.mockResolvedValue({ id: "event-1" });
+    mockDb.query.playoffMatches.findMany.mockResolvedValue(matches);
+    mockDb.select.mockImplementation(() => ({
+      from: vi.fn().mockReturnValue({ where: vi.fn().mockResolvedValue(makeEvRows(IDS)) }),
+    }));
+  }
+
+  it("simulates a pre-bracket 20-team pool and returns all participants", async () => {
+    setupPreBracket(POOL_IDS);
+    const results = await new CollegeHockeySimulator().simulate("season-1");
+
+    expect(results).toHaveLength(20);
+    expect(results.every((r) => r.source === "college_hockey_monte_carlo")).toBe(true);
+  });
+
+  it("normalizes champion and finalist probability buckets", async () => {
+    setupPreBracket(IDS);
+    const results = await new CollegeHockeySimulator().simulate("season-1");
+
+    expect(results.reduce((sum, r) => sum + r.probabilities.probFirst, 0)).toBeCloseTo(1, 1);
+    expect(results.reduce((sum, r) => sum + r.probabilities.probSecond, 0)).toBeCloseTo(1, 1);
+  });
+
+  it("honors completed results in an existing Frozen Four bracket", async () => {
+    setupExistingBracket();
+    const results = await new CollegeHockeySimulator().simulate("season-1");
+    const byId = new Map(results.map((result) => [result.participantId, result]));
+
+    expect(byId.get("team-1")?.probabilities.probFirst).toBe(1);
+    expect(byId.get("team-2")?.probabilities.probSecond).toBe(1);
+  });
+
+  it("ignores stale future-round slots when upstream rounds are unresolved", async () => {
+    setupExistingBracket(makeBracketWithStaleFutureSlots());
+    const randomSpy = vi.spyOn(Math, "random").mockReturnValue(0);
+
+    try {
+      const results = await new CollegeHockeySimulator().simulate("season-1");
+      const byId = new Map(results.map((result) => [result.participantId, result]));
+
+      expect(byId.get("team-1")?.probabilities.probFirst).toBe(1);
+      expect(byId.get("team-9")?.probabilities.probFirst).toBe(0);
+    } finally {
+      randomSpy.mockRestore();
+    }
+  });
+});
diff --git a/app/services/simulations/__tests__/simulator-config.test.ts b/app/services/simulations/__tests__/simulator-config.test.ts
index fb7f0d8..d5b9f08 100644
--- a/app/services/simulations/__tests__/simulator-config.test.ts
+++ b/app/services/simulations/__tests__/simulator-config.test.ts
@@ -45,6 +45,10 @@ describe("simulator-config", () => {
       expect(getSimulatorConfig("darts_bracket")).toBeNull();
     });
 
+    it("returns null for college_hockey_bracket", () => {
+      expect(getSimulatorConfig("college_hockey_bracket")).toBeNull();
+    });
+
     it("returns null for playoff_bracket", () => {
       expect(getSimulatorConfig("playoff_bracket")).toBeNull();
     });
@@ -66,5 +70,9 @@ describe("simulator-config", () => {
     it("returns false for darts_bracket", () => {
       expect(supportsProjectedWins("darts_bracket")).toBe(false);
     });
+
+    it("returns false for college_hockey_bracket", () => {
+      expect(supportsProjectedWins("college_hockey_bracket")).toBe(false);
+    });
   });
 });
diff --git a/app/services/simulations/college-hockey-simulator.ts b/app/services/simulations/college-hockey-simulator.ts
new file mode 100644
index 0000000..0dd4553
--- /dev/null
+++ b/app/services/simulations/college-hockey-simulator.ts
@@ -0,0 +1,423 @@
+/**
+ * NCAA Men's College Hockey Tournament Simulator
+ *
+ * Supports two modes with admin-editable inputs only:
+ *   1. Pre-bracket mode: samples a 16-team tournament field from all season
+ *      participants using futures odds, NPI rank, and/or Elo entered in Admin.
+ *   2. Bracket-aware mode: when a 16-team playoff bracket exists, simulates the
+ *      actual bracket and honors completed match results.
+ *
+ * No team ratings are hardcoded. Strength comes from season_participant_expected_values:
+ *   - sourceElo: optional direct Elo / admin power rating
+ *   - worldRanking: optional NPI rank (1 = best)
+ *   - sourceOdds: optional American championship futures odds
+ */
+
+import { database } from "~/database/context";
+import { and, eq, inArray } from "drizzle-orm";
+import * as schema from "~/database/schema";
+import {
+  convertAmericanOddsToProbability,
+  convertFuturesToElo,
+  eloWinProbabilityWithParity,
+} from "~/services/probability-engine";
+import type { Simulator, SimulationResult } from "./types";
+
+const NUM_SIMULATIONS = 50_000;
+const BRACKET_SIZE = 16;
+const HOCKEY_PARITY_FACTOR = 850;
+const DEFAULT_ELO = 1500;
+const RANK_ELO_SCALE = 125;
+const RANK_ZIPF_EXPONENT = 1.1;
+const ODDS_ELO_WEIGHT = 0.25;
+const DIRECT_ELO_WEIGHT = 1 - ODDS_ELO_WEIGHT;
+const COLLEGE_HOCKEY_TEMPLATE_ID = "college_hockey_16";
+
+const ROUND_OF_16_NAMES = new Set(["Round of 16", "Regional Semifinals"]);
+const QUARTERFINAL_NAMES = new Set(["Quarterfinals", "Regional Finals"]);
+const SEMIFINAL_NAMES = new Set(["Semifinals", "Frozen Four Semifinals"]);
+const FINAL_NAMES = new Set(["Finals", "National Championship"]);
+
+interface Team {
+  participantId: string;
+  elo: number;
+  seedScore: number;
+  oddsProb: number;
+  selectionWeight: number;
+}
+
+interface EvInputRow {
+  participantId: string;
+  sourceElo: number | null;
+  sourceOdds: number | null;
+  worldRanking: number | null;
+}
+
+interface PlacementCounts {
+  champion: number;
+  finalist: number;
+  semifinalLoser: number;
+  quarterfinalLoser: number;
+}
+
+type PlayoffMatch = typeof schema.playoffMatches.$inferSelect;
+
+export function npiRankToElo(rank: number, fieldSize: number): number {
+  if (!Number.isFinite(rank) || rank <= 0) return DEFAULT_ELO;
+  const safeFieldSize = Math.max(fieldSize, BRACKET_SIZE);
+  return Math.round(DEFAULT_ELO + RANK_ELO_SCALE * Math.log(safeFieldSize / rank));
+}
+
+export function npiRankSelectionWeight(rank: number | null): number {
+  if (!rank || rank <= 0) return 0;
+  return 1 / Math.pow(rank, RANK_ZIPF_EXPONENT);
+}
+
+function normalizeOdds(evRows: EvInputRow[]): Map<string, number> {
+  const raw = new Map<string, number>();
+  for (const row of evRows) {
+    if (row.sourceOdds !== null) {
+      raw.set(row.participantId, convertAmericanOddsToProbability(row.sourceOdds));
+    }
+  }
+
+  const sum = [...raw.values()].reduce((acc, p) => acc + p, 0);
+  const normalized = new Map<string, number>();
+  if (sum <= 0) return normalized;
+
+  for (const [id, prob] of raw) normalized.set(id, prob / sum);
+  return normalized;
+}
+
+function buildOddsEloMap(evRows: EvInputRow[]): Map<string, number> {
+  const oddsInput = evRows
+    .filter((row) => row.sourceOdds !== null)
+    .map((row) => ({ participantId: row.participantId, odds: row.sourceOdds ?? 0 }));
+
+  if (oddsInput.length < 2) return new Map();
+  return convertFuturesToElo(oddsInput, "american", {
+    exponent: 0.33,
+    eloMin: 1325,
+    eloMax: 1725,
+  });
+}
+
+export function buildCollegeHockeyTeams(
+  participantIds: string[],
+  evRows: EvInputRow[]
+): Team[] {
+  const evById = new Map(evRows.map((row) => [row.participantId, row]));
+  const normalizedOdds = normalizeOdds(evRows);
+  const oddsEloMap = buildOddsEloMap(evRows);
+  const hasOdds = normalizedOdds.size > 0;
+  const hasAnyRank = evRows.some((row) => row.worldRanking !== null);
+  const hasAnyDirectElo = evRows.some((row) => row.sourceElo !== null);
+
+  const teams: Team[] = participantIds.map((participantId) => {
+    const ev = evById.get(participantId);
+    const rankElo = ev?.worldRanking ? npiRankToElo(ev.worldRanking, participantIds.length) : null;
+    const baseElo = ev?.sourceElo ?? rankElo ?? oddsEloMap.get(participantId) ?? DEFAULT_ELO;
+    const oddsElo = oddsEloMap.get(participantId);
+    const elo = oddsElo !== undefined && ((ev?.sourceElo !== null && ev?.sourceElo !== undefined) || rankElo !== null)
+      ? Math.round(DIRECT_ELO_WEIGHT * baseElo + ODDS_ELO_WEIGHT * oddsElo)
+      : baseElo;
+
+    return {
+      participantId,
+      elo,
+      seedScore: rankElo ?? ev?.sourceElo ?? elo,
+      oddsProb: normalizedOdds.get(participantId) ?? 0,
+      selectionWeight: 0,
+    };
+  });
+
+  const maxElo = Math.max(...teams.map((team) => team.elo));
+  const fallbackWeights = new Map<string, number>();
+  for (const team of teams) {
+    const rank = evById.get(team.participantId)?.worldRanking ?? null;
+    const fallbackWeight = hasAnyRank
+      ? npiRankSelectionWeight(rank)
+      : hasAnyDirectElo
+        ? Math.exp((team.elo - maxElo) / 140)
+        : 1;
+    fallbackWeights.set(team.participantId, fallbackWeight > 0 ? fallbackWeight : 0.01);
+  }
+
+  if (hasOdds) {
+    const fallbackTotal = [...fallbackWeights.values()].reduce((sum, weight) => sum + weight, 0);
+    for (const team of teams) {
+      const fallbackShare = (fallbackWeights.get(team.participantId) ?? 0.01) / fallbackTotal;
+      team.selectionWeight = team.oddsProb + 0.1 * fallbackShare;
+    }
+  } else {
+    for (const team of teams) team.selectionWeight = fallbackWeights.get(team.participantId) ?? 1;
+  }
+
+  return teams;
+}
+
+function simGame(team1: Team, team2: Team): { winner: Team; loser: Team } {
+  const p1Wins = Math.random() < eloWinProbabilityWithParity(team1.elo, team2.elo, HOCKEY_PARITY_FACTOR);
+  return p1Wins ? { winner: team1, loser: team2 } : { winner: team2, loser: team1 };
+}
+
+function bump(counts: Map<string, PlacementCounts>, id: string, key: keyof PlacementCounts): void {
+  const entry = counts.get(id);
+  if (entry) entry[key]++;
+}
+
+function sampleField(pool: Team[], n: number): Team[] {
+  const remaining = [...pool];
+  const selected: Team[] = [];
+
+  for (let i = 0; i < n; i++) {
+    const totalWeight = remaining.reduce((sum, team) => sum + team.selectionWeight, 0);
+    let r = Math.random() * totalWeight;
+    let index = 0;
+    for (; index < remaining.length - 1; index++) {
+      r -= remaining[index].selectionWeight;
+      if (r <= 0) break;
+    }
+    selected.push(remaining[index]);
+    remaining.splice(index, 1);
+  }
+
+  return seedField(selected);
+}
+
+function seedField(teams: Team[]): Team[] {
+  return [...teams].toSorted((a, b) => b.seedScore - a.seedScore || b.elo - a.elo);
+}
+
+function simulateSeeded16TeamBracket(teams: Team[], counts: Map<string, PlacementCounts>): void {
+  const r16Pairs: Array<[number, number]> = [
+    [0, 15], [7, 8], [4, 11], [3, 12], [5, 10], [2, 13], [6, 9], [1, 14],
+  ];
+
+  const r16Winners = r16Pairs.map(([a, b]) => simGame(teams[a], teams[b]).winner);
+
+  const qfWinners: Team[] = [];
+  for (let i = 0; i < 4; i++) {
+    const result = simGame(r16Winners[i * 2], r16Winners[i * 2 + 1]);
+    qfWinners.push(result.winner);
+    bump(counts, result.loser.participantId, "quarterfinalLoser");
+  }
+
+  const sf1 = simGame(qfWinners[0], qfWinners[1]);
+  const sf2 = simGame(qfWinners[2], qfWinners[3]);
+  bump(counts, sf1.loser.participantId, "semifinalLoser");
+  bump(counts, sf2.loser.participantId, "semifinalLoser");
+
+  const final = simGame(sf1.winner, sf2.winner);
+  bump(counts, final.winner.participantId, "champion");
+  bump(counts, final.loser.participantId, "finalist");
+}
+
+function findRound(matches: PlayoffMatch[], names: Set<string>): PlayoffMatch[] {
+  return matches
+    .filter((match) => names.has(match.round) || (match.templateRound ? names.has(match.templateRound) : false))
+    .toSorted((a, b) => a.matchNumber - b.matchNumber);
+}
+
+function completedLoser(match: PlayoffMatch): string {
+  if (match.loserId) return match.loserId;
+  if (match.participant1Id === match.winnerId && match.participant2Id) return match.participant2Id;
+  if (match.participant2Id === match.winnerId && match.participant1Id) return match.participant1Id;
+  throw new Error(`Completed ${match.round} match ${match.matchNumber} is missing a loser.`);
+}
+
+function getTeam(teamById: Map<string, Team>, participantId: string): Team {
+  const team = teamById.get(participantId);
+  if (!team) throw new Error(`Participant ${participantId} is missing a saved rating row.`);
+  return team;
+}
+
+function simulateMatchFromIds(
+  p1: string,
+  p2: string,
+  match: PlayoffMatch | undefined,
+  teamById: Map<string, Team>
+): { winner: Team; loser: Team } {
+  if (match?.isComplete && match.winnerId) {
+    const loserId = completedLoser(match);
+    return { winner: getTeam(teamById, match.winnerId), loser: getTeam(teamById, loserId) };
+  }
+  return simGame(getTeam(teamById, p1), getTeam(teamById, p2));
+}
+
+function simulateExistingBracket(
+  rounds: { r16: PlayoffMatch[]; qf: PlayoffMatch[]; sf: PlayoffMatch[]; final: PlayoffMatch },
+  teamById: Map<string, Team>,
+  counts: Map<string, PlacementCounts>
+): void {
+  const r16Winners: Team[] = [];
+  for (let i = 0; i < 8; i++) {
+    const match = rounds.r16[i];
+    if (!match.participant1Id || !match.participant2Id) {
+      throw new Error(`${match.round} match ${match.matchNumber} is missing participants.`);
+    }
+    r16Winners.push(simulateMatchFromIds(match.participant1Id, match.participant2Id, match, teamById).winner);
+  }
+
+  const qfWinners: Team[] = [];
+  for (let i = 0; i < 4; i++) {
+    const match = rounds.qf[i];
+    const p1 = r16Winners[i * 2]?.participantId;
+    const p2 = r16Winners[i * 2 + 1]?.participantId;
+    if (!p1 || !p2) throw new Error(`${match.round} match ${match.matchNumber} cannot resolve participants.`);
+    const result = simulateMatchFromIds(p1, p2, match, teamById);
+    qfWinners.push(result.winner);
+    bump(counts, result.loser.participantId, "quarterfinalLoser");
+  }
+
+  const sfWinners: Team[] = [];
+  for (let i = 0; i < 2; i++) {
+    const match = rounds.sf[i];
+    const p1 = qfWinners[i * 2]?.participantId;
+    const p2 = qfWinners[i * 2 + 1]?.participantId;
+    if (!p1 || !p2) throw new Error(`${match.round} match ${match.matchNumber} cannot resolve participants.`);
+    const result = simulateMatchFromIds(p1, p2, match, teamById);
+    sfWinners.push(result.winner);
+    bump(counts, result.loser.participantId, "semifinalLoser");
+  }
+
+  const p1 = sfWinners[0]?.participantId;
+  const p2 = sfWinners[1]?.participantId;
+  if (!p1 || !p2) throw new Error(`${rounds.final.round} match ${rounds.final.matchNumber} cannot resolve participants.`);
+  const final = simulateMatchFromIds(p1, p2, rounds.final, teamById);
+  bump(counts, final.winner.participantId, "champion");
+  bump(counts, final.loser.participantId, "finalist");
+}
+
+function toResults(participantIds: string[], counts: Map<string, PlacementCounts>): SimulationResult[] {
+  const results = participantIds.map((participantId) => {
+    const c = counts.get(participantId) ?? { champion: 0, finalist: 0, semifinalLoser: 0, quarterfinalLoser: 0 };
+    const sf = c.semifinalLoser / (2 * NUM_SIMULATIONS);
+    const qf = c.quarterfinalLoser / (4 * NUM_SIMULATIONS);
+    return {
+      participantId,
+      probabilities: {
+        probFirst: c.champion / NUM_SIMULATIONS,
+        probSecond: c.finalist / NUM_SIMULATIONS,
+        probThird: sf,
+        probFourth: sf,
+        probFifth: qf,
+        probSixth: qf,
+        probSeventh: qf,
+        probEighth: qf,
+      },
+      source: "college_hockey_monte_carlo",
+    };
+  });
+
+  for (const key of ["probFirst", "probSecond", "probThird", "probFourth", "probFifth", "probSixth", "probSeventh", "probEighth"] as const) {
+    const colSum = results.reduce((sum, result) => sum + result.probabilities[key], 0);
+    const residual = 1 - colSum;
+    if (Math.abs(residual) > 0 && Math.abs(residual) < 1e-9) {
+      const maxResult = results.reduce((best, result) =>
+        result.probabilities[key] > best.probabilities[key] ? result : best
+      );
+      maxResult.probabilities[key] += residual;
+    }
+  }
+
+  return results;
+}
+
+export class CollegeHockeySimulator implements Simulator {
+  async simulate(sportsSeasonId: string): Promise<SimulationResult[]> {
+    const db = database();
+
+    const bracketEvent = await db.query.scoringEvents.findFirst({
+      where: and(
+        eq(schema.scoringEvents.sportsSeasonId, sportsSeasonId),
+        eq(schema.scoringEvents.eventType, "playoff_game")
+      ),
+    });
+
+    const bracketMatches = bracketEvent
+      ? await db.query.playoffMatches.findMany({
+          where: eq(schema.playoffMatches.scoringEventId, bracketEvent.id),
+          orderBy: (m, { asc }) => [asc(m.matchNumber)],
+        })
+      : [];
+
+    const existingBracket = this.getExistingBracketRounds(bracketMatches);
+    const participantIds = existingBracket
+      ? this.getParticipantIdsFromBracket(existingBracket)
+      : (await db
+          .select({ id: schema.seasonParticipants.id })
+          .from(schema.seasonParticipants)
+          .where(eq(schema.seasonParticipants.sportsSeasonId, sportsSeasonId))).map((row) => row.id);
+
+    if (participantIds.length < BRACKET_SIZE) {
+      throw new Error(
+        `College hockey simulator requires at least ${BRACKET_SIZE} participants, found ${participantIds.length}.`
+      );
+    }
+
+    const evRows = await db
+      .select({
+        participantId: schema.seasonParticipantExpectedValues.participantId,
+        sourceElo: schema.seasonParticipantExpectedValues.sourceElo,
+        sourceOdds: schema.seasonParticipantExpectedValues.sourceOdds,
+        worldRanking: schema.seasonParticipantExpectedValues.worldRanking,
+      })
+      .from(schema.seasonParticipantExpectedValues)
+      .where(inArray(schema.seasonParticipantExpectedValues.participantId, participantIds));
+
+    const teams = buildCollegeHockeyTeams(participantIds, evRows);
+    const teamById = new Map(teams.map((team) => [team.participantId, team]));
+    const counts = new Map<string, PlacementCounts>(
+      participantIds.map((id) => [id, { champion: 0, finalist: 0, semifinalLoser: 0, quarterfinalLoser: 0 }])
+    );
+
+    if (existingBracket) {
+      for (let i = 0; i < NUM_SIMULATIONS; i++) {
+        simulateExistingBracket(existingBracket, teamById, counts);
+      }
+    } else {
+      const preBracketMode = participantIds.length > BRACKET_SIZE;
+      const deterministicField = preBracketMode ? null : seedField(teams);
+      for (let i = 0; i < NUM_SIMULATIONS; i++) {
+        const field = preBracketMode ? sampleField(teams, BRACKET_SIZE) : deterministicField ?? [];
+        simulateSeeded16TeamBracket(field, counts);
+      }
+    }
+
+    return toResults(participantIds, counts);
+  }
+
+  private getExistingBracketRounds(matches: PlayoffMatch[]): { r16: PlayoffMatch[]; qf: PlayoffMatch[]; sf: PlayoffMatch[]; final: PlayoffMatch } | null {
+    if (matches.length === 0) return null;
+
+    const r16 = findRound(matches, ROUND_OF_16_NAMES);
+    const qf = findRound(matches, QUARTERFINAL_NAMES);
+    const sf = findRound(matches, SEMIFINAL_NAMES);
+    const final = findRound(matches, FINAL_NAMES);
+
+    if (r16.length === 0 && qf.length === 0 && sf.length === 0 && final.length === 0) return null;
+    if (r16.length !== 8 || qf.length !== 4 || sf.length !== 2 || final.length !== 1) {
+      throw new Error(
+        `College hockey bracket must have 8 Round of 16, 4 Quarterfinal, 2 Semifinal, and 1 Final match. ` +
+        `Found ${r16.length}/${qf.length}/${sf.length}/${final.length}.`
+      );
+    }
+
+    return { r16, qf, sf, final: final[0] };
+  }
+
+  private getParticipantIdsFromBracket(rounds: { r16: PlayoffMatch[]; qf: PlayoffMatch[]; sf: PlayoffMatch[]; final: PlayoffMatch }): string[] {
+    const ids = new Set<string>();
+    const allMatches = [...rounds.r16, ...rounds.qf, ...rounds.sf, rounds.final];
+    for (const match of allMatches) {
+      if (match.participant1Id) ids.add(match.participant1Id);
+      if (match.participant2Id) ids.add(match.participant2Id);
+      if (match.winnerId) ids.add(match.winnerId);
+      if (match.loserId) ids.add(match.loserId);
+    }
+    return [...ids];
+  }
+}
+
+export { COLLEGE_HOCKEY_TEMPLATE_ID };
diff --git a/app/services/simulations/registry.ts b/app/services/simulations/registry.ts
index fcd8fef..95d2769 100644
--- a/app/services/simulations/registry.ts
+++ b/app/services/simulations/registry.ts
@@ -27,6 +27,7 @@ import { WNBASimulator } from "./wnba-simulator";
 import { WorldCupSimulator } from "./world-cup-simulator";
 import { NCAAFootballSimulator } from "./ncaa-football-simulator";
 import { LLWSSimulator } from "./llws-simulator";
+import { CollegeHockeySimulator } from "./college-hockey-simulator";
 import { BracktSimulator } from "./brackt-simulator";
 
 export const SIMULATOR_TYPES = [
@@ -51,6 +52,7 @@ export const SIMULATOR_TYPES = [
   "cs2_major_qualifying_points",
   "ncaa_football_bracket",
   "llws_bracket",
+  "college_hockey_bracket",
   "brackt",
 ] as const;
 
@@ -166,6 +168,13 @@ const REGISTRY: Record<SimulatorType, { info: SimulatorInfo; create: () => Simul
     },
     create: () => new LLWSSimulator(),
   },
+  college_hockey_bracket: {
+    info: {
+      name: "Men's College Hockey Monte Carlo",
+      description: "Simulates the 16-team NCAA men's hockey tournament. Pre-bracket mode samples the field using admin-entered futures odds, NPI rank, and/or Elo; bracket mode honors the existing Frozen Four bracket and completed results.",
+    },
+    create: () => new CollegeHockeySimulator(),
+  },
   brackt: {
     info: {
       name: "Brackt Harville Model",
diff --git a/app/services/simulations/simulator-config.ts b/app/services/simulations/simulator-config.ts
index 4b2c122..962f21e 100644
--- a/app/services/simulations/simulator-config.ts
+++ b/app/services/simulations/simulator-config.ts
@@ -79,6 +79,7 @@ const CONFIG: Record<SimulatorType, SimulatorConfig | null> = {
   cs2_major_qualifying_points: null,
   ncaa_football_bracket: null,
   llws_bracket: null,
+  college_hockey_bracket: null,
   brackt: null,
 };
 
diff --git a/database/schema.ts b/database/schema.ts
index b7062e7..7f287d0 100644
--- a/database/schema.ts
+++ b/database/schema.ts
@@ -152,6 +152,7 @@ export const simulatorTypeEnum = pgEnum("simulator_type", [
   "cs2_major_qualifying_points",
   "ncaa_football_bracket",
   "llws_bracket",
+  "college_hockey_bracket",
   "brackt",
 ]);
 
diff --git a/drizzle/0098_lucky_sabra.sql b/drizzle/0098_lucky_sabra.sql
new file mode 100644
index 0000000..c81d0f7
--- /dev/null
+++ b/drizzle/0098_lucky_sabra.sql
@@ -0,0 +1 @@
+ALTER TYPE "public"."simulator_type" ADD VALUE 'college_hockey_bracket' BEFORE 'brackt';
\ No newline at end of file
diff --git a/drizzle/meta/0098_snapshot.json b/drizzle/meta/0098_snapshot.json
new file mode 100644
index 0000000..26c9172
--- /dev/null
+++ b/drizzle/meta/0098_snapshot.json
@@ -0,0 +1,5781 @@
+{
+  "id": "4460c711-dd47-4304-a5f1-bb06ee00eddc",
+  "prevId": "6479447b-f5db-475d-8219-aaabb79549a9",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.accounts": {
+      "name": "accounts",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "accounts_user_id_users_id_fk": {
+          "name": "accounts_user_id_users_id_fk",
+          "tableFrom": "accounts",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.autodraft_settings": {
+      "name": "autodraft_settings",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_enabled": {
+          "name": "is_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "mode": {
+          "name": "mode",
+          "type": "autodraft_mode",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'next_pick'"
+        },
+        "queue_only": {
+          "name": "queue_only",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "autodraft_settings_season_id_seasons_id_fk": {
+          "name": "autodraft_settings_season_id_seasons_id_fk",
+          "tableFrom": "autodraft_settings",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "autodraft_settings_team_id_teams_id_fk": {
+          "name": "autodraft_settings_team_id_teams_id_fk",
+          "tableFrom": "autodraft_settings",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.commissioner_audit_log": {
+      "name": "commissioner_audit_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "league_id": {
+          "name": "league_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "actor_user_id": {
+          "name": "actor_user_id",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "actor_display_name": {
+          "name": "actor_display_name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "action": {
+          "name": "action",
+          "type": "audit_action",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "affected_team_ids": {
+          "name": "affected_team_ids",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "details": {
+          "name": "details",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "audit_log_season_id_idx": {
+          "name": "audit_log_season_id_idx",
+          "columns": [
+            {
+              "expression": "season_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "commissioner_audit_log_season_id_seasons_id_fk": {
+          "name": "commissioner_audit_log_season_id_seasons_id_fk",
+          "tableFrom": "commissioner_audit_log",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "commissioner_audit_log_league_id_leagues_id_fk": {
+          "name": "commissioner_audit_log_league_id_leagues_id_fk",
+          "tableFrom": "commissioner_audit_log",
+          "tableTo": "leagues",
+          "columnsFrom": [
+            "league_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.commissioners": {
+      "name": "commissioners",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "league_id": {
+          "name": "league_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "commissioners_league_id_leagues_id_fk": {
+          "name": "commissioners_league_id_leagues_id_fk",
+          "tableFrom": "commissioners",
+          "tableTo": "leagues",
+          "columnsFrom": [
+            "league_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.cs2_major_stage_results": {
+      "name": "cs2_major_stage_results",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "scoring_event_id": {
+          "name": "scoring_event_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "participant_id": {
+          "name": "participant_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stage_entry": {
+          "name": "stage_entry",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stage_eliminated": {
+          "name": "stage_eliminated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stage_eliminated_wins": {
+          "name": "stage_eliminated_wins",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "final_placement": {
+          "name": "final_placement",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "cs2_major_stage_results_unique": {
+          "name": "cs2_major_stage_results_unique",
+          "columns": [
+            {
+              "expression": "scoring_event_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "participant_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "cs2_major_stage_results_scoring_event_id_scoring_events_id_fk": {
+          "name": "cs2_major_stage_results_scoring_event_id_scoring_events_id_fk",
+          "tableFrom": "cs2_major_stage_results",
+          "tableTo": "scoring_events",
+          "columnsFrom": [
+            "scoring_event_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "cs2_major_stage_results_participant_id_season_participants_id_fk": {
+          "name": "cs2_major_stage_results_participant_id_season_participants_id_fk",
+          "tableFrom": "cs2_major_stage_results",
+          "tableTo": "season_participants",
+          "columnsFrom": [
+            "participant_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.draft_picks": {
+      "name": "draft_picks",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "participant_id": {
+          "name": "participant_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pick_number": {
+          "name": "pick_number",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "round": {
+          "name": "round",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pick_in_round": {
+          "name": "pick_in_round",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "picked_by_user_id": {
+          "name": "picked_by_user_id",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "picked_by_type": {
+          "name": "picked_by_type",
+          "type": "picked_by_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "time_used": {
+          "name": "time_used",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "draft_picks_season_pick_unique": {
+          "name": "draft_picks_season_pick_unique",
+          "columns": [
+            {
+              "expression": "season_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "pick_number",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "draft_picks_season_id_seasons_id_fk": {
+          "name": "draft_picks_season_id_seasons_id_fk",
+          "tableFrom": "draft_picks",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "draft_picks_team_id_teams_id_fk": {
+          "name": "draft_picks_team_id_teams_id_fk",
+          "tableFrom": "draft_picks",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "draft_picks_participant_id_season_participants_id_fk": {
+          "name": "draft_picks_participant_id_season_participants_id_fk",
+          "tableFrom": "draft_picks",
+          "tableTo": "season_participants",
+          "columnsFrom": [
+            "participant_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.draft_queue": {
+      "name": "draft_queue",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "participant_id": {
+          "name": "participant_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "queue_position": {
+          "name": "queue_position",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "draft_queue_season_id_seasons_id_fk": {
+          "name": "draft_queue_season_id_seasons_id_fk",
+          "tableFrom": "draft_queue",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "draft_queue_team_id_teams_id_fk": {
+          "name": "draft_queue_team_id_teams_id_fk",
+          "tableFrom": "draft_queue",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+          "type": "uuid",
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+        },
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+        },
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+          "name": "is_complete",
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+          "default": false
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+        },
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+          "name": "scheduled_at",
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+          "notNull": true,
+          "default": "now()"
+        },
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+          "notNull": true,
+          "default": "now()"
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+    },
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+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true
+        },
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+          "primaryKey": false,
+          "notNull": false
+        },
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+          "default": false
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+          "notNull": false
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+          "default": "now()"
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+          "default": "now()"
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+    },
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+          "name": "id",
+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "sports_season_id": {
+          "name": "sports_season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "snapshot_date": {
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+          "type": "date",
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+          "default": "'0'"
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+          "default": "'0'"
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+          "default": "'0'"
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+          "default": "'0'"
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+          "default": "'0'"
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+          "type": "numeric(5, 2)",
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+          "notNull": true,
+          "default": "'0'"
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+          "default": "'0'"
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+          "type": "numeric(5, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "calculated_ev": {
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+          "default": "'0'"
+        },
+        "source": {
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+          "notNull": true
+        },
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+          "type": "timestamp",
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+          "default": "now()"
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+        "updated_at": {
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+          "notNull": true,
+          "default": "now()"
+        }
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sports_season_id",
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+          "tableFrom": "participant_ev_snapshots",
+          "tableTo": "sports_seasons",
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+          ],
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+    },
+    "public.participant_golf_skills": {
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+          "name": "id",
+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "sg_total": {
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+          "type": "numeric(5, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "datagolf_rank": {
+          "name": "datagolf_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "masters_odds": {
+          "name": "masters_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "us_open_odds": {
+          "name": "us_open_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "open_championship_odds": {
+          "name": "open_championship_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "pga_championship_odds": {
+          "name": "pga_championship_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+              "nulls": "last"
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+          "method": "btree",
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+        }
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+          "tableTo": "participants",
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+            "participant_id"
+          ],
+          "columnsTo": [
+            "id"
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+      },
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+      "checkConstraints": {},
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+    },
+    "public.participant_season_results": {
+      "name": "participant_season_results",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
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+          "name": "participant_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sports_season_id": {
+          "name": "sports_season_id",
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+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
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+          "notNull": false
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+          "notNull": true,
+          "default": "now()"
+        }
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+          "tableFrom": "participant_season_results",
+          "tableTo": "sports_seasons",
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+            "sports_season_id"
+          ],
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+      "name": "participant_surface_elos",
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+        },
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+        },
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+          "name": "elo_hard",
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+        },
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+        },
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+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
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+        },
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+          "type": "varchar(255)",
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+          "notNull": false
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+          "type": "jsonb",
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+          "default": "now()"
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+          "default": "now()"
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+              "nulls": "last"
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+            "sport_id"
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+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
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+        },
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+          "default": "now()"
+        }
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+              "nulls": "last"
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+    },
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+          "type": "uuid",
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+          "type": "uuid",
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+          "name": "game_number",
+          "type": "integer",
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+        },
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+          "name": "scheduled_at",
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+        },
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+          "name": "status",
+          "type": "playoff_match_game_status",
+          "typeSchema": "public",
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+          "notNull": true,
+          "default": "'scheduled'"
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+          "type": "numeric(10, 2)",
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+        },
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+          "type": "numeric(10, 2)",
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+          "type": "uuid",
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+        },
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+          "name": "notes",
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+        },
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+          "type": "timestamp",
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+          "default": "now()"
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+          "default": "now()"
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+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "moneyline_odds": {
+          "name": "moneyline_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "implied_probability": {
+          "name": "implied_probability",
+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "odds_source": {
+          "name": "odds_source",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "recorded_at": {
+          "name": "recorded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "created_at": {
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+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
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+          "notNull": true,
+          "default": "now()"
+        }
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+          ],
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+          ],
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+          "onUpdate": "no action"
+        },
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+          "tableFrom": "playoff_match_odds",
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+    },
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+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "round": {
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+        },
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+          "name": "match_number",
+          "type": "integer",
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+          "notNull": true
+        },
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+          "name": "participant1_id",
+          "type": "uuid",
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+          "notNull": false
+        },
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+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "winner_id",
+          "type": "uuid",
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+          "notNull": false
+        },
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+          "type": "uuid",
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+          "notNull": false
+        },
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+          "name": "is_complete",
+          "type": "boolean",
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+        "participant1_score": {
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+          "primaryKey": false,
+          "notNull": false
+        },
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+          "type": "numeric(10, 2)",
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+          "notNull": false
+        },
+        "is_scoring": {
+          "name": "is_scoring",
+          "type": "boolean",
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+          "notNull": true,
+          "default": true
+        },
+        "template_round": {
+          "name": "template_round",
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+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "seed_info",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
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+          "default": "now()"
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+        "playoff_matches_loser_id_season_participants_id_fk": {
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+          "tableFrom": "playoff_matches",
+          "tableTo": "season_participants",
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+          ],
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+      },
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.qualifying_point_config": {
+      "name": "qualifying_point_config",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "sports_season_id": {
+          "name": "sports_season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "placement": {
+          "name": "placement",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "points": {
+          "name": "points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
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+          "tableFrom": "qualifying_point_config",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
+            "sports_season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
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+      },
+      "compositePrimaryKeys": {},
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.regular_season_standings": {
+      "name": "regular_season_standings",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "participant_id": {
+          "name": "participant_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sports_season_id": {
+          "name": "sports_season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "wins": {
+          "name": "wins",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "losses": {
+          "name": "losses",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "ot_losses": {
+          "name": "ot_losses",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ties": {
+          "name": "ties",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "table_points": {
+          "name": "table_points",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "goals_for": {
+          "name": "goals_for",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "goals_against": {
+          "name": "goals_against",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "goal_difference": {
+          "name": "goal_difference",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "win_pct": {
+          "name": "win_pct",
+          "type": "numeric(5, 4)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "games_played": {
+          "name": "games_played",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "games_back": {
+          "name": "games_back",
+          "type": "numeric(5, 1)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "conference": {
+          "name": "conference",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "division",
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "conference_rank": {
+          "name": "conference_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "division_rank": {
+          "name": "division_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "league_rank": {
+          "name": "league_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "streak": {
+          "name": "streak",
+          "type": "varchar(20)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_ten": {
+          "name": "last_ten",
+          "type": "varchar(15)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "home_record": {
+          "name": "home_record",
+          "type": "varchar(15)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "away_record": {
+          "name": "away_record",
+          "type": "varchar(15)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "external_team_id": {
+          "name": "external_team_id",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "srs": {
+          "name": "srs",
+          "type": "numeric(6, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "synced_at": {
+          "name": "synced_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
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+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        }
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+          "name": "rss_participant_season_idx",
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+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "sports_season_id",
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+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
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+        }
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+          ],
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+          "tableFrom": "regular_season_standings",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
+            "sports_season_id"
+          ],
+          "columnsTo": [
+            "id"
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+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.scoring_events": {
+      "name": "scoring_events",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "notNull": true
+        },
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+          "name": "tournament_id",
+          "type": "uuid",
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+          "notNull": false
+        },
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+          "primaryKey": false,
+          "notNull": true
+        },
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+          "type": "date",
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+          "notNull": false
+        },
+        "event_starts_at": {
+          "name": "event_starts_at",
+          "type": "timestamp with time zone",
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+          "notNull": false
+        },
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+          "name": "event_type",
+          "type": "event_type",
+          "typeSchema": "public",
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+          "notNull": true
+        },
+        "playoff_round": {
+          "name": "playoff_round",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_qualifying_event": {
+          "name": "is_qualifying_event",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "bracket_template_id": {
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+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scoring_starts_at_round": {
+          "name": "scoring_starts_at_round",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "bracket_region_config": {
+          "name": "bracket_region_config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_complete": {
+          "name": "is_complete",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+          "tableTo": "sports_seasons",
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+            "sports_season_id"
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+            "id"
+          ],
+          "onDelete": "cascade",
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+        },
+        "scoring_events_tournament_id_tournaments_id_fk": {
+          "name": "scoring_events_tournament_id_tournaments_id_fk",
+          "tableFrom": "scoring_events",
+          "tableTo": "tournaments",
+          "columnsFrom": [
+            "tournament_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
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+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
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+      "checkConstraints": {
+        "scoring_events_qualifying_require_tournament": {
+          "name": "scoring_events_qualifying_require_tournament",
+          "value": "NOT \"scoring_events\".\"is_qualifying_event\" OR \"scoring_events\".\"tournament_id\" IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.season_participant_expected_values": {
+      "name": "season_participant_expected_values",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "participant_id": {
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "sports_season_id": {
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "prob_first": {
+          "name": "prob_first",
+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "prob_second": {
+          "name": "prob_second",
+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "prob_third": {
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+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "prob_fourth": {
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+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
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+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "prob_sixth": {
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+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "prob_seventh": {
+          "name": "prob_seventh",
+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "prob_eighth": {
+          "name": "prob_eighth",
+          "type": "numeric(6, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "expected_value": {
+          "name": "expected_value",
+          "type": "numeric(10, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "source": {
+          "name": "source",
+          "type": "probability_source",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'manual'"
+        },
+        "source_odds": {
+          "name": "source_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_elo": {
+          "name": "source_elo",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "world_ranking": {
+          "name": "world_ranking",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "calculated_at": {
+          "name": "calculated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "participant_ev_participant_season_unique",
+          "columns": [
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sports_season_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
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+          "tableFrom": "season_participant_expected_values",
+          "tableTo": "season_participants",
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+            "participant_id"
+          ],
+          "columnsTo": [
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+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "season_participant_expected_values_sports_season_id_sports_seasons_id_fk": {
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+          "tableFrom": "season_participant_expected_values",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
+            "sports_season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.season_participant_golf_skills": {
+      "name": "season_participant_golf_skills",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "sports_season_id": {
+          "name": "sports_season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sg_total": {
+          "name": "sg_total",
+          "type": "numeric(5, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "datagolf_rank": {
+          "name": "datagolf_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "masters_odds": {
+          "name": "masters_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "us_open_odds": {
+          "name": "us_open_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "open_championship_odds": {
+          "name": "open_championship_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "pga_championship_odds": {
+          "name": "pga_championship_odds",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "season_participant_golf_skills_unique",
+          "columns": [
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+              "expression": "participant_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sports_season_id",
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+              "asc": true,
+              "nulls": "last"
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+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
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+          "tableFrom": "season_participant_golf_skills",
+          "tableTo": "season_participants",
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+            "participant_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "season_participant_golf_skills_sports_season_id_sports_seasons_id_fk": {
+          "name": "season_participant_golf_skills_sports_season_id_sports_seasons_id_fk",
+          "tableFrom": "season_participant_golf_skills",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
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+          ],
+          "columnsTo": [
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+      "compositePrimaryKeys": {},
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+    },
+    "public.season_participant_qualifying_totals": {
+      "name": "season_participant_qualifying_totals",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "uuid",
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+          "notNull": true
+        },
+        "sports_season_id": {
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+          "type": "uuid",
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+          "notNull": true
+        },
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+          "name": "total_qualifying_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
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+          "name": "events_scored",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "final_ranking": {
+          "name": "final_ranking",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "tableFrom": "season_participant_qualifying_totals",
+          "tableTo": "season_participants",
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+          "columnsTo": [
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+          ],
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+        },
+        "season_participant_qualifying_totals_sports_season_id_sports_seasons_id_fk": {
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+          "tableFrom": "season_participant_qualifying_totals",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
+            "sports_season_id"
+          ],
+          "columnsTo": [
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+          ],
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+      },
+      "compositePrimaryKeys": {},
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.season_participant_results": {
+      "name": "season_participant_results",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
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+          "notNull": true
+        },
+        "sports_season_id": {
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+          "type": "uuid",
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+          "notNull": true
+        },
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+          "name": "final_position",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_partial_score": {
+          "name": "is_partial_score",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "qualifying_points": {
+          "name": "qualifying_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "tableTo": "season_participants",
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+            "participant_id"
+          ],
+          "columnsTo": [
+            "id"
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+          "onUpdate": "no action"
+        },
+        "season_participant_results_sports_season_id_sports_seasons_id_fk": {
+          "name": "season_participant_results_sports_season_id_sports_seasons_id_fk",
+          "tableFrom": "season_participant_results",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
+            "sports_season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
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+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.season_participants": {
+      "name": "season_participants",
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+          "name": "id",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
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+          "type": "varchar(255)",
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+          "notNull": true
+        },
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+          "name": "short_name",
+          "type": "varchar(100)",
+          "primaryKey": false,
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+        },
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+          "name": "external_id",
+          "type": "varchar(255)",
+          "primaryKey": false,
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+          "type": "numeric(10, 4)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
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+          "notNull": true,
+          "default": "'0'"
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+        "created_at": {
+          "name": "created_at",
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+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
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+          "default": "now()"
+        }
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+          "name": "participants_sports_season_name_unique",
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+              "expression": "sports_season_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+          ],
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+            "participant_id"
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.season_sports": {
+      "name": "season_sports",
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+      "columns": {
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+          "name": "id",
+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
+        "sports_season_id": {
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+        },
+        "created_at": {
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+          "default": "now()"
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+        },
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+          "tableTo": "sports_seasons",
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+    },
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "uuid",
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+        },
+        "sports_season_id": {
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+          "notNull": true
+        },
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+          "default": "now()"
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+          "tableFrom": "season_template_sports",
+          "tableTo": "season_templates",
+          "columnsFrom": [
+            "template_id"
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+          "columnsTo": [
+            "id"
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+          "onUpdate": "no action"
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+          "tableFrom": "season_template_sports",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
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+          ],
+          "columnsTo": [
+            "id"
+          ],
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+      "checkConstraints": {},
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+    },
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+          "type": "uuid",
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+          "default": "gen_random_uuid()"
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+          "notNull": false
+        },
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+          "type": "integer",
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+          "notNull": true
+        },
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+          "notNull": true,
+          "default": true
+        },
+        "created_at": {
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+          "notNull": true,
+          "default": "now()"
+        },
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+          "notNull": true,
+          "default": "now()"
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+      "checkConstraints": {},
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+    },
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+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
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+        },
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+          "type": "integer",
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+        },
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+          "name": "status",
+          "type": "season_status",
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+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pre_draft'"
+        },
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+          "type": "uuid",
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+          "notNull": false
+        },
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+          "type": "integer",
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+          "notNull": true,
+          "default": 20
+        },
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+          "notNull": true,
+          "default": 0
+        },
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+          "type": "timestamp",
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+          "notNull": false
+        },
+        "draft_initial_time": {
+          "name": "draft_initial_time",
+          "type": "integer",
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+          "notNull": true,
+          "default": 120
+        },
+        "draft_increment_time": {
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+          "type": "integer",
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+          "notNull": true,
+          "default": 30
+        },
+        "draft_timer_mode": {
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+          "type": "draft_timer_mode",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'chess_clock'"
+        },
+        "current_pick_number": {
+          "name": "current_pick_number",
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+          "notNull": false,
+          "default": 1
+        },
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+          "notNull": false
+        },
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+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "type": "boolean",
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+          "notNull": true,
+          "default": false
+        },
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+          "notNull": true,
+          "default": "'none'"
+        },
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+          "notNull": false
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+          "notNull": false
+        },
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+          "notNull": false
+        },
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+          "notNull": true
+        },
+        "points_for_1st": {
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+          "default": 100
+        },
+        "points_for_2nd": {
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+          "notNull": true,
+          "default": 70
+        },
+        "points_for_3rd": {
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+          "default": 25
+        },
+        "points_for_6th": {
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+          "default": 25
+        },
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+          "notNull": true,
+          "default": 15
+        },
+        "points_for_8th": {
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+          "default": 15
+        },
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+          "default": "now()"
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+          "default": "now()"
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+          ],
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+          ],
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+          "tableTo": "season_templates",
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+          ],
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+      },
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+          ]
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+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+        },
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+        },
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+        },
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+          "default": "now()"
+        },
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+          "default": "now()"
+        },
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+          "notNull": false
+        },
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+        }
+      },
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+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
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+          ],
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+        }
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+        }
+      },
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+    },
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+      "columns": {
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+          "name": "id",
+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
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+        },
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+        },
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+        },
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+        },
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+          "notNull": false
+        },
+        "created_at": {
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+          "default": "now()"
+        },
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+          "default": "now()"
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+      },
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+        }
+      },
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+    },
+    "public.sports_seasons": {
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+      "columns": {
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "sport_id": {
+          "name": "sport_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "fantasy_season_id": {
+          "name": "fantasy_season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "year": {
+          "name": "year",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "start_date": {
+          "name": "start_date",
+          "type": "date",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "end_date": {
+          "name": "end_date",
+          "type": "date",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "sports_season_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'upcoming'"
+        },
+        "scoring_type": {
+          "name": "scoring_type",
+          "type": "scoring_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "scoring_pattern": {
+          "name": "scoring_pattern",
+          "type": "scoring_pattern",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_majors": {
+          "name": "total_majors",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "majors_completed": {
+          "name": "majors_completed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "qualifying_points_finalized": {
+          "name": "qualifying_points_finalized",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "elo_calibration_exponent": {
+          "name": "elo_calibration_exponent",
+          "type": "numeric(3, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "elo_min_rating": {
+          "name": "elo_min_rating",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 1250
+        },
+        "elo_max_rating": {
+          "name": "elo_max_rating",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 1750
+        },
+        "simulation_status": {
+          "name": "simulation_status",
+          "type": "simulation_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'idle'"
+        },
+        "draft_on": {
+          "name": "draft_on",
+          "type": "date",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "draft_off": {
+          "name": "draft_off",
+          "type": "date",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "sports_seasons_sport_id_sports_id_fk": {
+          "name": "sports_seasons_sport_id_sports_id_fk",
+          "tableFrom": "sports_seasons",
+          "tableTo": "sports",
+          "columnsFrom": [
+            "sport_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sports_seasons_fantasy_season_id_seasons_id_fk": {
+          "name": "sports_seasons_fantasy_season_id_seasons_id_fk",
+          "tableFrom": "sports_seasons",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "fantasy_season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.team_ev_snapshots": {
+      "name": "team_ev_snapshots",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "snapshot_date": {
+          "name": "snapshot_date",
+          "type": "date",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "projected_points": {
+          "name": "projected_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "actual_points": {
+          "name": "actual_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "team_ev_snapshots_unique": {
+          "name": "team_ev_snapshots_unique",
+          "columns": [
+            {
+              "expression": "team_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "season_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "snapshot_date",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "team_ev_snapshots_team_id_teams_id_fk": {
+          "name": "team_ev_snapshots_team_id_teams_id_fk",
+          "tableFrom": "team_ev_snapshots",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "team_ev_snapshots_season_id_seasons_id_fk": {
+          "name": "team_ev_snapshots_season_id_seasons_id_fk",
+          "tableFrom": "team_ev_snapshots",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.team_score_events": {
+      "name": "team_score_events",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "scoring_event_id": {
+          "name": "scoring_event_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scoring_event_name": {
+          "name": "scoring_event_name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sport_name": {
+          "name": "sport_name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "match_id": {
+          "name": "match_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "participant_ids": {
+          "name": "participant_ids",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "points_delta": {
+          "name": "points_delta",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "occurred_at": {
+          "name": "occurred_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "team_score_events_match_unique": {
+          "name": "team_score_events_match_unique",
+          "columns": [
+            {
+              "expression": "team_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "season_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "match_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "match_id IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "team_score_events_event_unique": {
+          "name": "team_score_events_event_unique",
+          "columns": [
+            {
+              "expression": "team_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "season_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "scoring_event_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "match_id IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "team_score_events_team_id_teams_id_fk": {
+          "name": "team_score_events_team_id_teams_id_fk",
+          "tableFrom": "team_score_events",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "team_score_events_season_id_seasons_id_fk": {
+          "name": "team_score_events_season_id_seasons_id_fk",
+          "tableFrom": "team_score_events",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "team_score_events_scoring_event_id_scoring_events_id_fk": {
+          "name": "team_score_events_scoring_event_id_scoring_events_id_fk",
+          "tableFrom": "team_score_events",
+          "tableTo": "scoring_events",
+          "columnsFrom": [
+            "scoring_event_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "team_score_events_match_id_playoff_matches_id_fk": {
+          "name": "team_score_events_match_id_playoff_matches_id_fk",
+          "tableFrom": "team_score_events",
+          "tableTo": "playoff_matches",
+          "columnsFrom": [
+            "match_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.team_sport_scores": {
+      "name": "team_sport_scores",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sports_season_id": {
+          "name": "sports_season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_points": {
+          "name": "total_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "participants_completed": {
+          "name": "participants_completed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "participants_total": {
+          "name": "participants_total",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "calculated_at": {
+          "name": "calculated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "team_sport_scores_team_id_teams_id_fk": {
+          "name": "team_sport_scores_team_id_teams_id_fk",
+          "tableFrom": "team_sport_scores",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "team_sport_scores_sports_season_id_sports_seasons_id_fk": {
+          "name": "team_sport_scores_sports_season_id_sports_seasons_id_fk",
+          "tableFrom": "team_sport_scores",
+          "tableTo": "sports_seasons",
+          "columnsFrom": [
+            "sports_season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.team_standings": {
+      "name": "team_standings",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_points": {
+          "name": "total_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_rank": {
+          "name": "current_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "previous_rank": {
+          "name": "previous_rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "first_place_count": {
+          "name": "first_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "second_place_count": {
+          "name": "second_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "third_place_count": {
+          "name": "third_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "fourth_place_count": {
+          "name": "fourth_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "fifth_place_count": {
+          "name": "fifth_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "sixth_place_count": {
+          "name": "sixth_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "seventh_place_count": {
+          "name": "seventh_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "eighth_place_count": {
+          "name": "eighth_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "participants_remaining": {
+          "name": "participants_remaining",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "actual_points": {
+          "name": "actual_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "projected_points": {
+          "name": "projected_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "participants_finished": {
+          "name": "participants_finished",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "calculated_at": {
+          "name": "calculated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "team_standings_team_id_teams_id_fk": {
+          "name": "team_standings_team_id_teams_id_fk",
+          "tableFrom": "team_standings",
+          "tableTo": "teams",
+          "columnsFrom": [
+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "team_standings_season_id_seasons_id_fk": {
+          "name": "team_standings_season_id_seasons_id_fk",
+          "tableFrom": "team_standings",
+          "tableTo": "seasons",
+          "columnsFrom": [
+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.team_standings_snapshots": {
+      "name": "team_standings_snapshots",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "team_id": {
+          "name": "team_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "season_id": {
+          "name": "season_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "snapshot_date": {
+          "name": "snapshot_date",
+          "type": "date",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_points": {
+          "name": "total_points",
+          "type": "numeric(10, 2)",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "rank": {
+          "name": "rank",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "first_place_count": {
+          "name": "first_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "second_place_count": {
+          "name": "second_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "third_place_count": {
+          "name": "third_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "fourth_place_count": {
+          "name": "fourth_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "fifth_place_count": {
+          "name": "fifth_place_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "sixth_place_count": {
+          "name": "sixth_place_count",
+          "type": "integer",
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+          "notNull": true,
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+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "eighth_place_count": {
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+          "primaryKey": false,
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+        },
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+          "primaryKey": false,
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+        },
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+          "notNull": true,
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+          "default": "now()"
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+          "type": "timestamp",
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+          "notNull": false
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+        },
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+          "default": "'scheduled'"
+        },
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+        },
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+          "notNull": true,
+          "default": "now()"
+        },
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+          "notNull": true,
+          "default": "now()"
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+    },
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+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
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+        },
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+          "default": "'flag'"
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+          "default": "now()"
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+          "default": "now()"
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+        }
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+      "isRLSEnabled": false
+    },
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+      "schema": "",
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+        },
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+          "name": "expires_at",
+          "type": "timestamp",
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+        },
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+          "default": "now()"
+        },
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+          "default": "now()"
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+    },
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+      "columns": {
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+          "name": "id",
+          "type": "uuid",
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+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
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+          "type": "uuid",
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+        },
+        "team_id": {
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+          "type": "uuid",
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+          "notNull": true
+        },
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+        },
+        "created_at": {
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+          "default": "now()"
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+          "method": "btree",
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+        }
+      },
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+            "season_id"
+          ],
+          "columnsTo": [
+            "id"
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+          "onDelete": "cascade",
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+          "tableTo": "teams",
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+            "team_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "watchlist_participant_id_season_participants_id_fk": {
+          "name": "watchlist_participant_id_season_participants_id_fk",
+          "tableFrom": "watchlist",
+          "tableTo": "season_participants",
+          "columnsFrom": [
+            "participant_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.audit_action": {
+      "name": "audit_action",
+      "schema": "public",
+      "values": [
+        "league_settings_changed",
+        "draft_settings_changed",
+        "scoring_rules_changed",
+        "sports_changed",
+        "draft_order_set",
+        "draft_order_randomized",
+        "draft_started",
+        "draft_paused",
+        "draft_resumed",
+        "draft_reset",
+        "draft_rollback",
+        "force_autopick",
+        "force_manual_pick",
+        "draft_pick_changed",
+        "time_bank_edited",
+        "brackt_resolved"
+      ]
+    },
+    "public.autodraft_mode": {
+      "name": "autodraft_mode",
+      "schema": "public",
+      "values": [
+        "next_pick",
+        "while_on"
+      ]
+    },
+    "public.draft_timer_mode": {
+      "name": "draft_timer_mode",
+      "schema": "public",
+      "values": [
+        "chess_clock",
+        "standard"
+      ]
+    },
+    "public.event_type": {
+      "name": "event_type",
+      "schema": "public",
+      "values": [
+        "playoff_game",
+        "major_tournament",
+        "final_standings",
+        "schedule_event"
+      ]
+    },
+    "public.overnight_pause_mode": {
+      "name": "overnight_pause_mode",
+      "schema": "public",
+      "values": [
+        "none",
+        "league",
+        "per_user"
+      ]
+    },
+    "public.picked_by_type": {
+      "name": "picked_by_type",
+      "schema": "public",
+      "values": [
+        "owner",
+        "commissioner",
+        "admin",
+        "auto"
+      ]
+    },
+    "public.playoff_match_game_status": {
+      "name": "playoff_match_game_status",
+      "schema": "public",
+      "values": [
+        "scheduled",
+        "complete",
+        "postponed"
+      ]
+    },
+    "public.probability_source": {
+      "name": "probability_source",
+      "schema": "public",
+      "values": [
+        "manual",
+        "futures_odds",
+        "elo_simulation",
+        "performance_model"
+      ]
+    },
+    "public.scoring_pattern": {
+      "name": "scoring_pattern",
+      "schema": "public",
+      "values": [
+        "playoff_bracket",
+        "season_standings",
+        "qualifying_points"
+      ]
+    },
+    "public.scoring_type": {
+      "name": "scoring_type",
+      "schema": "public",
+      "values": [
+        "playoffs",
+        "regular_season",
+        "majors"
+      ]
+    },
+    "public.season_status": {
+      "name": "season_status",
+      "schema": "public",
+      "values": [
+        "pre_draft",
+        "draft",
+        "active",
+        "completed"
+      ]
+    },
+    "public.simulation_status": {
+      "name": "simulation_status",
+      "schema": "public",
+      "values": [
+        "idle",
+        "running",
+        "failed"
+      ]
+    },
+    "public.simulator_type": {
+      "name": "simulator_type",
+      "schema": "public",
+      "values": [
+        "f1_standings",
+        "indycar_standings",
+        "golf_qualifying_points",
+        "playoff_bracket",
+        "ucl_bracket",
+        "ncaam_bracket",
+        "ncaaw_bracket",
+        "nba_bracket",
+        "nhl_bracket",
+        "nfl_bracket",
+        "afl_bracket",
+        "epl_standings",
+        "snooker_bracket",
+        "tennis_qualifying_points",
+        "mlb_bracket",
+        "wnba_bracket",
+        "world_cup",
+        "darts_bracket",
+        "cs2_major_qualifying_points",
+        "ncaa_football_bracket",
+        "llws_bracket",
+        "college_hockey_bracket",
+        "brackt"
+      ]
+    },
+    "public.sport_type": {
+      "name": "sport_type",
+      "schema": "public",
+      "values": [
+        "team",
+        "individual"
+      ]
+    },
+    "public.sports_season_status": {
+      "name": "sports_season_status",
+      "schema": "public",
+      "values": [
+        "upcoming",
+        "active",
+        "completed"
+      ]
+    },
+    "public.tournament_status": {
+      "name": "tournament_status",
+      "schema": "public",
+      "values": [
+        "scheduled",
+        "in_progress",
+        "completed"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/drizzle/meta/_journal.json b/drizzle/meta/_journal.json
index 052f09f..218b264 100644
--- a/drizzle/meta/_journal.json
+++ b/drizzle/meta/_journal.json
@@ -687,6 +687,13 @@
       "when": 1778189247519,
       "tag": "0097_puzzling_spectrum",
       "breakpoints": true
+    },
+    {
+      "idx": 98,
+      "version": "7",
+      "when": 1778261539567,
+      "tag": "0098_lucky_sabra",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file