app/models/__tests__/process-match-result.test.ts

@@ -319,6 +319,22 @@ describe("processMatchResult", () => {
       expect(updateProbabilitiesAfterResult).toHaveBeenCalledWith("ss-1", true);
     });
 
+    it("skips only the probability refresh when asked, still announcing", async () => {
+      // For a caller scoring several matches in a loop: the refresh is season-wide and, for a
+      // bracket-aware sport, a full Monte Carlo run, so it belongs once after the loop rather
+      // than once per match. Standings and the announcement still happen per match.
+      const { db } = makeDb();
+
+      await processMatchResult(
+        { ...BASE, round: "Quarterfinals", isScoring: true, skipProbabilities: true },
+        db
+      );
+
+      expect(updateProbabilitiesAfterResult).not.toHaveBeenCalled();
+      // recalculateAffectedLeagues still ran: it is the only thing that reads seasonSports.
+      expect(db.query.seasonSports.findMany).toHaveBeenCalled();
+    });
+
     it("does not throw even if probability update fails", async () => {
       (updateProbabilitiesAfterResult as ReturnType<typeof vi.fn>).mockRejectedValueOnce(
         new Error("network error")

app/models/scoring-calculator.ts

@@ -547,6 +547,19 @@ export async function processMatchResult(
     /** When set, Discord notification only shows this match (not all completed matches for the event). */
     matchId?: string;
     skipSideEffects?: boolean;
+    /**
+     * Skip only the probability refresh, still recalculating standings and announcing.
+     *
+     * For a caller scoring several matches in a loop: the refresh is season-wide and
+     * idempotent, so running it per match repeats the whole thing needlessly — and for a
+     * bracket-aware sport that now means a full Monte Carlo run each time. Set this in the
+     * loop and call updateProbabilitiesAfterResult once when it finishes. Per-match
+     * announcements then project from the previous probabilities until that final call.
+     *
+     * Distinct from skipSideEffects, which also suppresses the standings recalculation and
+     * the announcement.
+     */
+    skipProbabilities?: boolean;
     /**
      * When true, the loser of this non-scoring round advances to another match
      * (e.g. NBA Play-In Round 1 7v8 loser → Play-In Round 2) and must NOT be
@@ -557,7 +570,7 @@ export async function processMatchResult(
   providedDb?: ReturnType<typeof database>
 ): Promise<void> {
   const db = providedDb || database();
-  const { round, winnerId, loserId, isScoring, sportsSeasonId, bracketTemplateId, eventId, eventName, matchId, skipSideEffects, loserAdvances } = params;
+  const { round, winnerId, loserId, isScoring, sportsSeasonId, bracketTemplateId, eventId, eventName, matchId, skipSideEffects, skipProbabilities, loserAdvances } = params;
 
   if (!isScoring) {
     // Non-scoring (pre-bracket) round: loser permanently eliminated (0 pts),
@@ -637,13 +650,15 @@ export async function processMatchResult(
       : undefined;
     // Update probabilities first so the standings recalc reads fresh EVs and
     // projected points reflect the new result.
-    try {
+    if (!skipProbabilities) {
-      await updateProbabilitiesAfterResult(sportsSeasonId, true);
+      try {
-    } catch (error) {
+        await updateProbabilitiesAfterResult(sportsSeasonId, true);
-      logger.error(
+      } catch (error) {
-        `[ScoringCalculator] Failed to auto-update probabilities for sports season ${sportsSeasonId}:`,
+        logger.error(
-        error
+          `[ScoringCalculator] Failed to auto-update probabilities for sports season ${sportsSeasonId}:`,
-      );
+          error
+        );
+      }
     }
     await recalculateAffectedLeagues(sportsSeasonId, db, sideEffectOptions);
   }

app/services/__tests__/probability-updater.test.ts

@@ -9,6 +9,7 @@ import * as participantEVModel from "~/models/participant-expected-value";
 vi.mock("~/models/participant-result");
 vi.mock("~/models/participant-expected-value");
 vi.mock("~/models/simulator");
+vi.mock("~/models/sports-season");
 vi.mock("~/services/simulations/runner");
 vi.mock("~/database/context", () => ({
   database: () => ({
@@ -373,10 +374,17 @@ describe("updateProbabilitiesAfterResult — simulator-backed seasons", () => {
     evSource: string;
     simulatorType: string | null;
     results?: ReturnType<typeof finishedResult>[];
+    seasonStatus?: string;
   }) {
     const simulatorModel = await import("~/models/simulator");
+    const sportsSeasonModel = await import("~/models/sports-season");
     const runner = await import("~/services/simulations/runner");
 
+    vi.mocked(sportsSeasonModel.findSportsSeasonById).mockResolvedValue({
+      id: "season-1",
+      status: opts.seasonStatus ?? "active",
+    } as never);
+
     vi.mocked(participantResultModel.findParticipantResultsBySportsSeasonId).mockResolvedValue(
       opts.results ?? []
     );
@@ -407,11 +415,43 @@ describe("updateProbabilitiesAfterResult — simulator-backed seasons", () => {
 
     const result = await updateProbabilitiesAfterResult("season-1", true);
 
-    expect(runner.runSportsSeasonSimulation).toHaveBeenCalledWith("season-1");
+    expect(runner.runSportsSeasonSimulation).toHaveBeenCalledWith("season-1", expect.anything());
     expect(icmWrites()).toHaveLength(0);
     expect(result.errors).toEqual([]);
   });
 
+  it("asks the run for probabilities only, leaving standings and snapshots to the caller", async () => {
+    // recalculateAffectedLeagues detects change by diffing teamStandings across its own
+    // recalculation, and that diff gates the Discord standings post. A recalculation in here
+    // runs before it takes its "before" snapshot, so the diff comes back empty and the post is
+    // silently dropped — and previousRank gets rolled forward twice, erasing rank movement.
+    const { runSim } = await setup({ evSource: "elo_simulation", simulatorType: "afl_bracket" });
+
+    await updateProbabilitiesAfterResult("season-1", true);
+
+    expect(runSim).toHaveBeenCalledWith("season-1", {
+      skipStandingsRecalc: true,
+      skipSnapshots: true,
+    });
+  });
+
+  it("falls through to ICM on a completed season rather than failing every time", async () => {
+    // finalizeQualifyingPoints marks the season completed immediately before calling here, and
+    // runSportsSeasonSimulation rejects a completed season outright. Treating that as a failure
+    // would strand anyone still unfinished on stale probabilities forever.
+    const { runner } = await setup({
+      evSource: "elo_simulation",
+      simulatorType: "cs2_major_qualifying_points",
+      seasonStatus: "completed",
+    });
+
+    const result = await updateProbabilitiesAfterResult("season-1", true);
+
+    expect(runner.runSportsSeasonSimulation).not.toHaveBeenCalled();
+    expect(icmWrites().length).toBeGreaterThan(0);
+    expect(result.errors).toEqual([]);
+  });
+
   it("still pins finished participants before re-running the simulator", async () => {
     const { runner } = await setup({
       evSource: "elo_simulation",
@@ -464,7 +504,7 @@ describe("updateProbabilitiesAfterResult — simulator-backed seasons", () => {
 
     await updateProbabilitiesAfterResult("season-1", true);
 
-    expect(runner.runSportsSeasonSimulation).toHaveBeenCalledWith("season-1");
+    expect(runner.runSportsSeasonSimulation).toHaveBeenCalledWith("season-1", expect.anything());
     expect(icmWrites()).toHaveLength(0);
   });
 

app/services/match-sync/index.ts

@@ -22,6 +22,7 @@ import {
   processQualifyingBracketEvent,
   recalculateAffectedLeagues,
 } from "~/models/scoring-calculator";
+import { updateProbabilitiesAfterResult } from "~/services/probability-updater";
 import { fanOutMajorIfPrimary } from "~/services/sync-tournament-results";
 import { notifyQualifyingPointsUpdate } from "~/services/qualifying-points-discord.server";
 import {
@@ -283,6 +284,11 @@ export async function syncMatches(sportsSeasonId: string): Promise<MatchSyncResu
             eventId: event.id,
             eventName: event.name ?? undefined,
             matchId: playoffMatch.id,
+            // The probability refresh is season-wide and idempotent, and for a bracket-aware
+            // sport it is a full Monte Carlo run — doing it per match would repeat that for
+            // every match in the sync. It runs once after the loop instead. Standings and the
+            // per-match Discord post still happen here as before.
+            skipProbabilities: true,
             loserAdvances: event.bracketTemplateId
               ? doesLoserAdvance(playoffMatch.round, playoffMatch.matchNumber, event.bracketTemplateId)
               : false,
@@ -300,6 +306,15 @@ export async function syncMatches(sportsSeasonId: string): Promise<MatchSyncResu
         }
       }
     }
+
+    // The refresh skipped inside the loop, run once for the whole sync.
+    if (playoffUpdated > 0) {
+      try {
+        await updateProbabilitiesAfterResult(sportsSeasonId, true);
+      } catch (err) {
+        logger.error(`[match-sync] Error updating probabilities after bracket sync:`, err);
+      }
+    }
   }
 
   return { swissCreated, swissUpdated, playoffUpdated, unmatchedTeams, errors };

app/services/probability-updater.ts

@@ -22,6 +22,7 @@ import * as schema from "~/database/schema";
 import { eq } from "drizzle-orm";
 import { DEFAULT_SCORING_RULES } from "~/lib/scoring-types";
 import { getSportsSeasonSimulatorConfig } from "~/models/simulator";
+import { findSportsSeasonById } from "~/models/sports-season";
 import { getManifestSimulatorProfile } from "~/services/simulations/manifest";
 import { logger } from "~/lib/logger";
 
@@ -119,6 +120,15 @@ function createFinishedProbabilities(finalPosition: number): number[] {
  * simulator would re-draw the field and hand equity back to teams already knocked out.
  */
 async function shouldRerunSimulator(sportsSeasonId: string): Promise<boolean> {
+  // A completed season cannot be simulated — runSportsSeasonSimulation rejects it outright —
+  // and finalizeQualifyingPoints marks the season completed immediately before calling here,
+  // so taking this branch there would fail every single time and leave anyone still in the
+  // unfinished set on permanently stale probabilities. It is not a failure, it is not this
+  // branch's case: the season is over, every placement is final, and the floor this branch
+  // exists to protect can no longer be contradicted. Fall through to ICM as before.
+  const sportsSeason = await findSportsSeasonById(sportsSeasonId);
+  if (sportsSeason?.status === "completed") return false;
+
   const simulatorConfig = await getSportsSeasonSimulatorConfig(sportsSeasonId);
   if (!simulatorConfig) return false;
 
@@ -185,13 +195,23 @@ export async function updateProbabilitiesAfterResult(
         // undefined at module-init time.
         try {
           const { runSportsSeasonSimulation } = await import("~/services/simulations/runner");
-          await runSportsSeasonSimulation(sportsSeasonId);
+          // Probabilities only. Our callers recalculate standings themselves right after this,
+          // and recalculateAffectedLeagues detects change by diffing teamStandings across its
+          // own recalculation — a recalculation slipped in here empties that diff and silently
+          // suppresses the Discord standings post, and rolls previousRank forward a second time
+          // so rank movement disappears. The daily EV snapshot is not ours to write either: it
+          // is keyed by date, so writing it per result overwrites the day with intra-day values.
+          await runSportsSeasonSimulation(sportsSeasonId, {
+            skipStandingsRecalc: true,
+            skipSnapshots: true,
+          });
           updated += unfinishedEVs.length;
         } catch (error) {
-          // runSportsSeasonSimulation throws on a completed season, on a run already in
+          // A run already in flight, failed readiness, or a bracket the simulator refuses to
-          // flight, and on failed readiness. Leave the existing probabilities alone rather
+          // read (afl_10 seeded into only some of its slots). Leave the existing probabilities
-          // than falling back to ICM: for these seasons ICM is the thing being replaced, and
+          // alone rather than falling back to ICM — for these seasons ICM is precisely the
-          // a completed season has nothing unfinished left to recalculate anyway.
+          // thing being replaced, and reintroducing it here would reintroduce sub-floor EVs.
+          // Completed seasons never reach this: shouldRerunSimulator excludes them.
           logger.error(
             `[ProbabilityUpdater] Failed to re-run simulator for sports season ${sportsSeasonId}; ` +
               `leaving existing probabilities in place:`,

app/services/simulations/__tests__/runner.test.ts

@@ -50,6 +50,8 @@ import {
 import { findParticipantsBySportsSeasonId } from "~/models/season-participant";
 import { batchUpsertParticipantEVs } from "~/models/participant-expected-value";
 import { batchUpsertParticipantEvSnapshots } from "~/models/ev-snapshot";
+import { recalculateStandings } from "~/models/scoring-calculator";
+import { database } from "~/database/context";
 import { getSimulator } from "~/services/simulations/registry";
 import { normalizeSimulationResultColumns } from "~/services/simulations/simulation-probabilities";
 
@@ -126,6 +128,42 @@ describe("runSportsSeasonSimulation", () => {
     expect(vi.mocked(updateSportsSeason).mock.calls[1]).toEqual(["season-1", { simulationStatus: "idle" }]);
   });
 
+  /** The default mock has no linked leagues, so nothing to recalculate. Give it one. */
+  function withLinkedLeague() {
+    vi.mocked(database).mockReturnValue({
+      query: {
+        seasonSports: { findMany: vi.fn().mockResolvedValue([{ seasonId: "fantasy-1" }]) },
+        seasons: { findFirst: vi.fn() },
+      },
+    } as never);
+  }
+
+  it("recalculates standings and writes the daily snapshot by default", async () => {
+    withLinkedLeague();
+
+    await runSportsSeasonSimulation("season-1");
+
+    expect(recalculateStandings).toHaveBeenCalledWith("fantasy-1");
+    expect(batchUpsertParticipantEvSnapshots).toHaveBeenCalled();
+  });
+
+  it("skips standings and snapshots when the caller owns them", async () => {
+    withLinkedLeague();
+
+    // updateProbabilitiesAfterResult runs inside the result path, where the caller
+    // recalculates standings straight afterwards. A recalculation here lands before
+    // recalculateAffectedLeagues takes its "before" snapshot, emptying the diff that gates the
+    // Discord standings post and rolling previousRank forward twice. EVs are still written.
+    await runSportsSeasonSimulation("season-1", {
+      skipStandingsRecalc: true,
+      skipSnapshots: true,
+    });
+
+    expect(recalculateStandings).not.toHaveBeenCalled();
+    expect(batchUpsertParticipantEvSnapshots).not.toHaveBeenCalled();
+    expect(batchUpsertParticipantEVs).toHaveBeenCalled();
+  });
+
   it("throws when the sports season is not found", async () => {
     vi.mocked(findSportsSeasonById).mockResolvedValue(undefined);
 

app/services/simulations/runner.ts

@@ -62,6 +62,29 @@ async function getPersistenceContext(
   };
 }
 
+/**
+ * Side effects a caller can opt out of.
+ *
+ * A simulation run does three jobs — recompute probabilities, recalculate standings, and record
+ * the day's EV snapshot. `updateProbabilitiesAfterResult` wants only the first: it runs inside
+ * the result path, where the caller recalculates standings itself immediately afterwards.
+ *
+ * Letting the run recalculate there is not merely redundant, it is wrong.
+ * recalculateAffectedLeagues detects change by snapshotting teamStandings, recalculating, then
+ * diffing, and that diff gates the Discord standings post; a recalculation slipped in
+ * beforehand makes the diff empty and silently suppresses the notification. recalculateStandings
+ * also rolls previousRank forward on every call, so an extra one erases rank movement.
+ */
+export interface RunSportsSeasonSimulationOptions {
+  /** Leave standings to the caller. */
+  skipStandingsRecalc?: boolean;
+  /**
+   * Skip the daily EV snapshot. The snapshot is a per-day series keyed by snapshotDate, so
+   * writing it on every match result just overwrites the day's row with intra-day values.
+   */
+  skipSnapshots?: boolean;
+}
+
 export interface RunSportsSeasonSimulationResult {
   sportsSeasonId: string;
   simulatorType: SimulatorType;
@@ -71,7 +94,8 @@ export interface RunSportsSeasonSimulationResult {
 }
 
 export async function runSportsSeasonSimulation(
-  sportsSeasonId: string
+  sportsSeasonId: string,
+  options: RunSportsSeasonSimulationOptions = {}
 ): Promise<RunSportsSeasonSimulationResult> {
   const sportsSeason = await findSportsSeasonById(sportsSeasonId);
   if (!sportsSeason) {
@@ -135,29 +159,33 @@ export async function runSportsSeasonSimulation(
       })),
     ]);
 
-    const seasonSports = await database().query.seasonSports.findMany({
+    if (!options.skipStandingsRecalc) {
-      where: eq(schema.seasonSports.sportsSeasonId, sportsSeasonId),
+      const seasonSports = await database().query.seasonSports.findMany({
-    });
+        where: eq(schema.seasonSports.sportsSeasonId, sportsSeasonId),
-    await Promise.all(seasonSports.map(({ seasonId }) => recalculateStandings(seasonId)));
+      });
+      await Promise.all(seasonSports.map(({ seasonId }) => recalculateStandings(seasonId)));
+    }
 
     const snapshotDate = new Date().toISOString().slice(0, 10);
-    await batchUpsertParticipantEvSnapshots(
+    if (!options.skipSnapshots) {
-      results.map((r) => ({
+      await batchUpsertParticipantEvSnapshots(
-        participantId: r.participantId,
+        results.map((r) => ({
-        sportsSeasonId,
+          participantId: r.participantId,
-        snapshotDate,
+          sportsSeasonId,
-        probFirst: r.probabilities.probFirst,
+          snapshotDate,
-        probSecond: r.probabilities.probSecond,
+          probFirst: r.probabilities.probFirst,
-        probThird: r.probabilities.probThird,
+          probSecond: r.probabilities.probSecond,
-        probFourth: r.probabilities.probFourth,
+          probThird: r.probabilities.probThird,
-        probFifth: r.probabilities.probFifth,
+          probFourth: r.probabilities.probFourth,
-        probSixth: r.probabilities.probSixth,
+          probFifth: r.probabilities.probFifth,
-        probSeventh: r.probabilities.probSeventh,
+          probSixth: r.probabilities.probSixth,
-        probEighth: r.probabilities.probEighth,
+          probSeventh: r.probabilities.probSeventh,
-        calculatedEV: calculateEV(r.probabilities, persistence.scoringRules),
+          probEighth: r.probabilities.probEighth,
-        source: r.source,
+          calculatedEV: calculateEV(r.probabilities, persistence.scoringRules),
-      }))
+          source: r.source,
-    );
+        }))
+      );
+    }
 
     await updateSportsSeason(sportsSeasonId, { simulationStatus: "idle" });