Merge pull request 'claude/gifted-allen-npeql8' (#150) from claude/gifted-allen-npeql8 into main

Reviewed-on: #150

app/entry.server.tsx

@@ -1,18 +1,26 @@
 import * as Sentry from "@sentry/react-router";
 import { PassThrough } from "node:stream";
 import { logger } from "~/lib/logger";
+import { shouldReportServerError } from "~/lib/error-reporting";
 
-import type { AppLoadContext, EntryContext } from "react-router";
+import type { AppLoadContext, EntryContext, HandleErrorFunction } from "react-router";
 import { createReadableStreamFromReadable } from "@react-router/node";
 import { ServerRouter } from "react-router";
 import { isbot } from "isbot";
 import type { RenderToPipeableStreamOptions } from "react-dom/server";
 import { renderToPipeableStream } from "react-dom/server";
 
-export const handleError = Sentry.createSentryHandleError({
+const sentryHandleError = Sentry.createSentryHandleError({
   logErrors: true,
 });
 
+export const handleError: HandleErrorFunction = (error, args) => {
+  // Unrecognised URLs and methods are bot scans, not bugs. Skipping early also
+  // keeps them out of the `logErrors` console output; morgan still logs the request.
+  if (!shouldReportServerError(error, args.request)) return;
+  return sentryHandleError(error, args);
+};
+
 export const streamTimeout = 5_000;
 
 async function handleRequest(

app/lib/__tests__/afl-wildcard-reseed.test.ts

@@ -0,0 +1,117 @@
+/**
+ * The AFL Wildcard winners are re-seeded into the Elimination Finals by ladder position
+ * (5th draws the lower-ranked winner, 6th the higher-ranked one) rather than crossing
+ * over from a fixed Wildcard match. These tests pin that mapping for every combination
+ * of results, and for either order of entry.
+ */
+
+import { describe, it, expect } from "vitest";
+import {
+  resolveAflWildcardPlacements,
+  AFL_WILDCARD_DRAW,
+  AFL_ELIMINATION_HOSTS,
+  type AflWildcardResult,
+} from "../afl-wildcard-reseed";
+
+/** Both Wildcard games decided, addressed by the seed that won each. */
+function bothDecided(match1Winner: 7 | 10, match2Winner: 8 | 9): AflWildcardResult[] {
+  return [
+    { matchNumber: 1, winnerSlot: match1Winner === 7 ? 1 : 2 },
+    { matchNumber: 2, winnerSlot: match2Winner === 8 ? 1 : 2 },
+  ];
+}
+
+/** Elimination Finals match number each winning seed was sent to. */
+function slotsBySeed(results: AflWildcardResult[]): Record<number, number> {
+  return Object.fromEntries(
+    resolveAflWildcardPlacements(results).map((p) => [p.seed, p.eliminationMatchNumber])
+  );
+}
+
+describe("AFL Wildcard draw constants", () => {
+  it("draws 7v10 and 8v9", () => {
+    expect(AFL_WILDCARD_DRAW[1]).toEqual([7, 10]);
+    expect(AFL_WILDCARD_DRAW[2]).toEqual([8, 9]);
+  });
+
+  it("hosts the Elimination Finals with seeds 5 and 6", () => {
+    expect(AFL_ELIMINATION_HOSTS[1]).toBe(5);
+    expect(AFL_ELIMINATION_HOSTS[2]).toBe(6);
+  });
+});
+
+describe("resolveAflWildcardPlacements", () => {
+  it("sends the higher-ranked winner to 6th and the lower to 5th (7 and 8 win)", () => {
+    expect(slotsBySeed(bothDecided(7, 8))).toEqual({ 7: 2, 8: 1 });
+  });
+
+  it("re-seeds when the lower seed wins the 7v10 game (10 and 8 win)", () => {
+    // The bug this replaces sent the 7v10 winner to 6th regardless, pairing 5th with
+    // 8th and handing 6th the weakest survivor.
+    expect(slotsBySeed(bothDecided(10, 8))).toEqual({ 8: 2, 10: 1 });
+  });
+
+  it("re-seeds when the lower seed wins the 8v9 game (7 and 9 win)", () => {
+    expect(slotsBySeed(bothDecided(7, 9))).toEqual({ 7: 2, 9: 1 });
+  });
+
+  it("re-seeds when both lower seeds win (10 and 9 win)", () => {
+    expect(slotsBySeed(bothDecided(10, 9))).toEqual({ 9: 2, 10: 1 });
+  });
+
+  it("places the 7v10 winner alone, since its rank is settled either way", () => {
+    // 7th outranks both possible 8v9 winners; 10th is outranked by both.
+    expect(slotsBySeed([
+      { matchNumber: 1, winnerSlot: 1 },
+      { matchNumber: 2, winnerSlot: null },
+    ])).toEqual({ 7: 2 });
+
+    expect(slotsBySeed([
+      { matchNumber: 1, winnerSlot: 2 },
+      { matchNumber: 2, winnerSlot: null },
+    ])).toEqual({ 10: 1 });
+  });
+
+  it("holds an 8v9 winner back until the 7v10 game is decided", () => {
+    // 8th and 9th both sit between 7th and 10th, so either slot is still possible.
+    expect(slotsBySeed([
+      { matchNumber: 1, winnerSlot: null },
+      { matchNumber: 2, winnerSlot: 1 },
+    ])).toEqual({});
+
+    expect(slotsBySeed([
+      { matchNumber: 1, winnerSlot: null },
+      { matchNumber: 2, winnerSlot: 2 },
+    ])).toEqual({});
+  });
+
+  it("places nothing while both games are undecided", () => {
+    expect(resolveAflWildcardPlacements([
+      { matchNumber: 1, winnerSlot: null },
+      { matchNumber: 2, winnerSlot: null },
+    ])).toEqual([]);
+  });
+
+  it("gives the same answer whichever result is entered first", () => {
+    for (const m1 of [7, 10] as const) {
+      for (const m2 of [8, 9] as const) {
+        const final = slotsBySeed(bothDecided(m1, m2));
+
+        // Whatever a single result places must survive the second result unchanged.
+        const m1First = slotsBySeed([
+          { matchNumber: 1, winnerSlot: m1 === 7 ? 1 : 2 },
+          { matchNumber: 2, winnerSlot: null },
+        ]);
+        for (const [seed, slot] of Object.entries(m1First)) {
+          expect(final[Number(seed)]).toBe(slot);
+        }
+      }
+    }
+  });
+
+  it("rejects a match number outside the Wildcard draw", () => {
+    expect(() => resolveAflWildcardPlacements([{ matchNumber: 3, winnerSlot: 1 }])).toThrow(
+      /Unknown AFL Wildcard Round match number 3/
+    );
+  });
+});

app/lib/__tests__/error-reporting.test.ts

@@ -0,0 +1,230 @@
+import { describe, it, expect } from "vitest";
+import { createStaticHandler } from "react-router";
+import { shouldReportServerError } from "../error-reporting";
+
+const ORIGIN = "https://brackt.com";
+
+/** Shaped like the ErrorResponse React Router hands to `handleError`. */
+function routeError(
+  status: number,
+  internal: boolean,
+  statusText = "Not Found",
+) {
+  return {
+    status,
+    statusText,
+    internal,
+    data: `Error: No route matches URL "/blog/wp/v2/posts/999999"`,
+  };
+}
+
+function request(path: string, referer?: string, method = "GET") {
+  return new Request(`${ORIGIN}${path}`, {
+    method,
+    headers: referer ? { referer } : {},
+  });
+}
+
+describe("shouldReportServerError", () => {
+  it("drops a router 404 for a scanner hitting a URL cold", () => {
+    expect(
+      shouldReportServerError(
+        routeError(404, true),
+        request("/blog/wp/v2/posts/999999"),
+      ),
+    ).toBe(false);
+  });
+
+  it("drops a router 404 linked from another site", () => {
+    expect(
+      shouldReportServerError(
+        routeError(404, true),
+        request("/blog/", "https://evil.example/"),
+      ),
+    ).toBe(false);
+  });
+
+  it("reports a router 404 linked from one of our own pages", () => {
+    expect(
+      shouldReportServerError(
+        routeError(404, true),
+        request("/leagues/gone", `${ORIGIN}/leagues`),
+      ),
+    ).toBe(true);
+  });
+
+  it("drops the 405 from a POST to a route with no action", () => {
+    expect(
+      shouldReportServerError(
+        routeError(405, true, "Method Not Allowed"),
+        request("/", undefined, "POST"),
+      ),
+    ).toBe(false);
+  });
+
+  it("reports a 404 the app threw deliberately", () => {
+    expect(
+      shouldReportServerError(
+        routeError(404, false),
+        request("/leagues/missing"),
+      ),
+    ).toBe(true);
+  });
+
+  it("reports a 403 the app threw from an ownership check", () => {
+    expect(
+      shouldReportServerError(
+        routeError(403, false, "Forbidden"),
+        request("/admin/sports"),
+      ),
+    ).toBe(true);
+  });
+
+  it("reports a router-internal 500", () => {
+    expect(
+      shouldReportServerError(
+        routeError(500, true, "Internal Server Error"),
+        request("/leagues"),
+      ),
+    ).toBe(true);
+  });
+
+  it("reports a plain exception", () => {
+    expect(
+      shouldReportServerError(new Error("boom"), request("/leagues")),
+    ).toBe(true);
+  });
+
+  it("reports anything that is not a route error response", () => {
+    expect(shouldReportServerError("just a string", request("/leagues"))).toBe(
+      true,
+    );
+    expect(shouldReportServerError(null, request("/leagues"))).toBe(true);
+  });
+
+  it("drops a router 404 whose referer header is not a URL", () => {
+    expect(
+      shouldReportServerError(
+        routeError(404, true),
+        request("/blog/", "not a url"),
+      ),
+    ).toBe(false);
+  });
+});
+
+/**
+ * The unit tests above use hand-written error objects. These drive real requests
+ * through React Router so the suite fails if the shape it throws ever changes.
+ */
+describe("shouldReportServerError against real React Router errors", () => {
+  const handler = createStaticHandler([
+    {
+      id: "root",
+      path: "/",
+      children: [{ id: "home", index: true, loader: () => null }],
+    },
+  ]);
+
+  async function errorFor(req: Request) {
+    const ctx = await handler.query(req);
+    if (ctx instanceof Response) return null;
+    return Object.values(ctx.errors ?? {})[0] ?? null;
+  }
+
+  it('drops the 404 for an unmatched URL (No route matches URL "...")', async () => {
+    const req = request("/blog/wp/v2/posts/999999");
+    const error = await errorFor(req);
+    expect(error).toMatchObject({ status: 404, internal: true });
+    expect(shouldReportServerError(error, req)).toBe(false);
+  });
+
+  it("reports the same 404 when it came from a link on our own site", async () => {
+    const req = request("/nope", `${ORIGIN}/leagues`);
+    expect(shouldReportServerError(await errorFor(req), req)).toBe(true);
+  });
+
+  it("drops the 405 from a POST to a route with no action", async () => {
+    const req = request("/", undefined, "POST");
+    const error = await errorFor(req);
+    expect(error).toMatchObject({ status: 405, internal: true });
+    expect(shouldReportServerError(error, req)).toBe(false);
+  });
+});
+
+describe("static asset 404s", () => {
+  it("drops a stale hashed bundle even with a same-host referer", () => {
+    // Every deploy leaves clients requesting the previous build's assets.
+    const req = request("/assets/index-OLDHASH.js", `${ORIGIN}/leagues`);
+    expect(shouldReportServerError(routeError(404, true), req)).toBe(false);
+  });
+
+  it.each([
+    "/assets/app-x1.css",
+    "/fonts/inter.woff2",
+    "/images/logo.png",
+    "/favicon.ico",
+  ])("drops a 404 for %s", (path) => {
+    expect(
+      shouldReportServerError(
+        routeError(404, true),
+        request(path, `${ORIGIN}/`),
+      ),
+    ).toBe(false);
+  });
+
+  it("still follows the referer rule for a non-asset path containing a dot", () => {
+    expect(
+      shouldReportServerError(
+        routeError(404, true),
+        request("/leagues/v1.2", `${ORIGIN}/leagues`),
+      ),
+    ).toBe(true);
+    expect(
+      shouldReportServerError(routeError(404, true), request("/leagues/v1.2")),
+    ).toBe(false);
+  });
+});
+
+describe("React Router internal statuses that are not 404/405", () => {
+  it("reports an internal 400 (route is missing a loader)", () => {
+    expect(
+      shouldReportServerError(
+        routeError(400, true, "Bad Request"),
+        request("/leagues"),
+      ),
+    ).toBe(true);
+  });
+
+  it("reports an internal 403 (route does not match URL)", () => {
+    expect(
+      shouldReportServerError(
+        routeError(403, true, "Forbidden"),
+        request("/leagues"),
+      ),
+    ).toBe(true);
+  });
+});
+
+describe("production shape: TLS terminated upstream", () => {
+  it("reports a 404 linked from our own site when the proxy strips https", () => {
+    // Express builds request.url from req.protocol, which is `http` inside the
+    // container. Real browsers send an https referer. Comparing full origins
+    // would never match, silencing every broken internal link.
+    const req = new Request("http://brackt.com/leagues/gone", {
+      headers: { referer: "https://brackt.com/leagues" },
+    });
+    expect(shouldReportServerError(routeError(404, true), req)).toBe(true);
+  });
+
+  it("still drops a cold scanner hit under that same shape", () => {
+    const req = new Request("http://brackt.com/blog/wp/v2/posts/999999");
+    expect(shouldReportServerError(routeError(404, true), req)).toBe(false);
+  });
+
+  it("still drops a 404 linked from another site under that same shape", () => {
+    const req = new Request("http://brackt.com/nope", {
+      headers: { referer: "https://evil.example/" },
+    });
+    expect(shouldReportServerError(routeError(404, true), req)).toBe(false);
+  });
+});

app/lib/afl-wildcard-reseed.ts

@@ -0,0 +1,99 @@
+/**
+ * AFL Wildcard Round → Elimination Finals re-seeding.
+ *
+ * The Wildcard Round is drawn 7 v 10 and 8 v 9, and its two winners fill the open slots
+ * in the Elimination Finals opposite the 5th and 6th seeds. Those slots are NOT a fixed
+ * crossover: the winners are re-seeded by ladder position, exactly as the classic final
+ * eight pairs 5 v 8 and 6 v 7 — the higher seed of the two hosts meets the lower-ranked
+ * winner. So 5th plays whichever winner finished further down the ladder and 6th plays
+ * the other, whichever Wildcard game each came out of.
+ *
+ * Worked example: 10th beats 7th and 9th beats 8th. A fixed crossover would send the
+ * 7v10 winner (10th) to 6th and the 8v9 winner (9th) to 5th — handing the higher host
+ * the better opponent. Re-seeded, 5th plays 10th and 6th plays 9th.
+ */
+
+/** Seeds drawn into each Wildcard Round match, in [participant1, participant2] order. */
+export const AFL_WILDCARD_DRAW: Readonly<Record<number, readonly [number, number]>> = {
+  1: [7, 10],
+  2: [8, 9],
+};
+
+/** Seed hosting each Elimination Finals match (its participant1 slot). */
+export const AFL_ELIMINATION_HOSTS: Readonly<Record<number, number>> = {
+  1: 5,
+  2: 6,
+};
+
+export interface AflWildcardResult {
+  matchNumber: number;
+  /** Slot the winner occupied, or null while the match is still to be played. */
+  winnerSlot: 1 | 2 | null;
+}
+
+export interface AflWildcardPlacement {
+  wildcardMatchNumber: number;
+  /** Seed of the Wildcard winner being placed. */
+  seed: number;
+  eliminationMatchNumber: number;
+}
+
+/**
+ * Decide which Elimination Final each decided Wildcard winner belongs in.
+ *
+ * A winner is only placed once its destination is settled whichever way the other
+ * Wildcard game falls, so results can be entered in either order:
+ *   - 7th winning match 1 outranks both possible match 2 winners → always meets 6th.
+ *   - 10th winning match 1 is outranked by both → always meets 5th.
+ *   - A match 2 winner (8th or 9th) sits between them, so it is held back until match 1
+ *     is decided rather than being placed and then moved.
+ *
+ * Undecided winners are simply omitted; the caller fills the slots it is handed and
+ * leaves the rest TBD.
+ */
+export function resolveAflWildcardPlacements(
+  results: readonly AflWildcardResult[]
+): AflWildcardPlacement[] {
+  const entries = results.map((result) => {
+    const draw = AFL_WILDCARD_DRAW[result.matchNumber];
+    if (!draw) {
+      throw new Error(`Unknown AFL Wildcard Round match number ${result.matchNumber}`);
+    }
+    return {
+      matchNumber: result.matchNumber,
+      seed: result.winnerSlot === null ? null : draw[result.winnerSlot - 1],
+      // Every seed the match could still send through — one entry once it is decided.
+      possibleSeeds: result.winnerSlot === null ? [...draw] : [draw[result.winnerSlot - 1]],
+    };
+  });
+
+  // Best-ranked winner takes the weakest host, so order the hosts worst seed first.
+  const hostsWorstFirst = Object.keys(AFL_ELIMINATION_HOSTS)
+    .map(Number)
+    .toSorted((a, b) => AFL_ELIMINATION_HOSTS[b] - AFL_ELIMINATION_HOSTS[a]);
+
+  const placements: AflWildcardPlacement[] = [];
+
+  for (const entry of entries) {
+    const seed = entry.seed;
+    if (seed === null) continue;
+
+    const others = entries.filter((other) => other !== entry);
+    const outranks = (other: (typeof entries)[number]) => other.possibleSeeds.every((s) => s < seed);
+    const outrankedBy = (other: (typeof entries)[number]) => other.possibleSeeds.every((s) => s > seed);
+
+    // This winner's rank is only knowable while every other one sits wholly above or
+    // wholly below it — an undecided game straddling this seed leaves it unplaceable.
+    if (!others.every((other) => outranks(other) || outrankedBy(other))) continue;
+
+    const rank = others.filter(outranks).length;
+    const eliminationMatchNumber = hostsWorstFirst[rank];
+    if (eliminationMatchNumber === undefined) {
+      throw new Error(`No Elimination Finals slot for AFL Wildcard winner ranked ${rank + 1}`);
+    }
+
+    placements.push({ wildcardMatchNumber: entry.matchNumber, seed, eliminationMatchNumber });
+  }
+
+  return placements;
+}

app/lib/bracket-templates.ts

@@ -703,7 +703,8 @@ export const NFL_14: BracketTemplate = {
  * - Wildcard Round: 7v10, 8v9 (losers eliminated with 0 points)
  * - Week 1 Finals:
  *   - Qualifying Finals: 1v4, 2v3 (losers get second chance)
- *   - Elimination Finals: 5v8(wildcard winner), 6v7(wildcard winner) (losers share 7th-8th)
+ *   - Elimination Finals: the two Wildcard winners are re-seeded by ladder position, so
+ *     5th hosts the lower-ranked winner and 6th the higher-ranked one (losers share 7th-8th)
  * - Week 2: Semi-Finals (QF losers vs EF winners, losers share 5th-6th)
  * - Week 3: Preliminary Finals (QF winners vs SF winners, losers share 3rd-4th)
  * - Week 4: Grand Final (1st vs 2nd)

app/lib/error-reporting.ts

@@ -0,0 +1,87 @@
+/**
+ * Decides which server-side errors are worth sending to Sentry.
+ *
+ * Automated scanners probe for CMS paths that have never existed here
+ * (`/blog/wp/v2/posts/999999`, `/wp-login.php`, a bare `POST /`). React Router
+ * throws for each one — a 404 when no route matches, a 405 when a route has no
+ * `action` — and every throw reaches `handleError` in `app/entry.server.tsx`.
+ * Reporting those burns the Sentry quota without ever describing a real bug.
+ */
+import { isRouteErrorResponse } from "react-router";
+
+/**
+ * Statuses React Router uses to say "nothing here matched this request":
+ * 404 when no route matches the URL, 405 when the route has no `action` or the
+ * method is invalid. Its other internal statuses (400 "did not provide a
+ * `loader`", 403 "Route does not match URL") describe a misconfigured route
+ * rather than an unrecognised request, so those keep reporting.
+ */
+const UNMATCHED_REQUEST_STATUSES = new Set([404, 405]);
+
+/**
+ * Static assets 404 in bulk for reasons that are never actionable: scanners
+ * guessing filenames, and clients running stale HTML that still references the
+ * previous deploy's hashed bundles.
+ */
+const ASSET_EXT_RE =
+  /\.(css|js|mjs|map|png|jpe?g|gif|svg|webp|avif|ico|woff2?|ttf|eot)$/i;
+
+/** React Router stamps `internal: true` on the errors it generates itself. */
+function isInternalRouterError(error: unknown): boolean {
+  return (error as { internal?: unknown }).internal === true;
+}
+
+/**
+ * True when the request was linked from a page on this same site.
+ *
+ * Compares host rather than origin on purpose. Production terminates TLS
+ * upstream and serves plain HTTP in the container, so `request.url` — which
+ * `@react-router/express` builds from `req.protocol` — says `http` while the
+ * browser sends an `https` referer. Comparing full origins would therefore
+ * never match in production. (`app/routes/leagues/$leagueId.server.ts` works
+ * around the same mismatch for invite URLs.) Protocol tells us nothing about
+ * whether the link was ours; host does.
+ */
+function hasSameHostReferer(request: Request): boolean {
+  const referer = request.headers.get("referer");
+  if (!referer) return false;
+  try {
+    return new URL(referer).host === new URL(request.url).host;
+  } catch {
+    // Scanners send garbage in this header; a referer we can't parse isn't ours.
+    return false;
+  }
+}
+
+/**
+ * Whether `error` should be reported to Sentry.
+ *
+ * Drops the 404s and 405s React Router generated for a request that matched
+ * nothing. Everything else is reported: real exceptions, 5xx, React Router's
+ * other internal statuses, and responses the app threw deliberately
+ * (`internal: false`), so a 403 from an ownership check still shows up.
+ *
+ * The exception is a request carrying a same-host `Referer`: a 404 reached from
+ * one of our own pages is a broken internal link, not a scanner, and stays
+ * visible in Sentry. Asset paths are excluded from that exception — a stale
+ * client requesting last deploy's bundle sends a same-host referer too, and
+ * would otherwise spike Sentry on every release.
+ */
+export function shouldReportServerError(
+  error: unknown,
+  request: Request,
+): boolean {
+  if (!isRouteErrorResponse(error)) return true;
+  if (!isInternalRouterError(error)) return true;
+  if (!UNMATCHED_REQUEST_STATUSES.has(error.status)) return true;
+
+  let pathname: string;
+  try {
+    pathname = new URL(request.url).pathname;
+  } catch {
+    pathname = "";
+  }
+  if (ASSET_EXT_RE.test(pathname)) return false;
+
+  return hasSameHostReferer(request);
+}

app/models/__tests__/afl-semifinal-pairing.test.ts

@@ -0,0 +1,273 @@
+/**
+ * Advancing an AFL Elimination Finals winner into the Semi-Finals.
+ *
+ * Unlike the Wildcard Round, this pathway is fixed: Elimination Final n feeds Semi-Final
+ * n. The crossover comes a round later, at Semi-Finals → Preliminary Finals, so that a
+ * Qualifying Final loser cannot meet the side that just beat it.
+ */
+
+import { describe, it, expect, vi, beforeEach } from "vitest";
+import { AFL_10 } from "~/lib/bracket-templates";
+
+interface MatchRow {
+  id: string;
+  scoringEventId: string;
+  round: string;
+  matchNumber: number;
+  participant1Id: string | null;
+  participant2Id: string | null;
+  isComplete: boolean;
+  winnerId: string | null;
+  loserId: string | null;
+}
+
+let rows: MatchRow[] = [];
+
+/**
+ * The literal values drizzle put in a where clause (`eq(col, value)`), which is all this
+ * mock needs to tell one lookup from another — there is no query engine behind it.
+ */
+function whereValues(node: unknown, depth = 0): string[] {
+  if (!node || depth > 10) return [];
+  if (Array.isArray(node)) return node.flatMap((child) => whereValues(child, depth + 1));
+  if (typeof node !== "object") return [];
+  const obj = node as Record<string, unknown>;
+  const own = typeof obj.value === "string" ? [obj.value] : [];
+  return [...own, ...whereValues(obj.queryChunks, depth + 1)];
+}
+
+const db = {
+  query: {
+    playoffMatches: {
+      findFirst: vi.fn(({ where }: { where: unknown }) => {
+        const values = whereValues(where);
+        return Promise.resolve(rows.find((r) => values.includes(r.id)));
+      }),
+      findMany: vi.fn(({ where }: { where: unknown }) => {
+        const values = whereValues(where);
+        return Promise.resolve(
+          rows
+            .filter((r) => values.includes(r.scoringEventId) && values.includes(r.round))
+            .toSorted((a, b) => a.matchNumber - b.matchNumber)
+        );
+      }),
+    },
+  },
+  update: vi.fn(() => ({
+    set: (data: Partial<MatchRow>) => {
+      const applyTo = (where: unknown) => {
+        const values = whereValues(where);
+        const target = rows.find((r) => values.includes(r.id));
+        if (target) Object.assign(target, data);
+        return target;
+      };
+      // Advancement writes through the query builder with and without .returning().
+      return {
+        where: (where: unknown) => {
+          const applied = Promise.resolve([applyTo(where)]);
+          return Object.assign(applied, { returning: () => applied });
+        },
+      };
+    },
+  })),
+  // No rollback: the tests assert the writes that were attempted, in order.
+  transaction: vi.fn((fn: (tx: typeof db) => Promise<unknown>) => fn(db)),
+};
+
+vi.mock("~/database/context", () => ({ database: () => db }));
+
+const { advanceWinnerTemplate, reseedAflSemiFinals } = await import("../playoff-match");
+
+const EVENT = "event-1";
+
+/**
+ * The real 2026 finals, which is what surfaced the crossover bug. Ladder: 1 Fremantle,
+ * 2 Sydney, 3 Brisbane, 4 Hawthorn, 5 Geelong, 6 Adelaide, 7 Melbourne, 8 Bulldogs,
+ * 9 Collingwood, 10 Carlton. Carlton (10th) and the Bulldogs (8th) came through the
+ * Wildcard Round, so 5th hosts Carlton and 6th hosts the Bulldogs.
+ */
+const FREO = "fremantle";
+const SYDNEY = "sydney";
+const BRISBANE = "brisbane";
+const HAWTHORN = "hawthorn";
+const GEELONG = "geelong";
+const ADELAIDE = "adelaide";
+const BULLDOGS = "bulldogs";
+const CARLTON = "carlton";
+
+/** An afl_10 bracket with week one played: Freo and Brisbane lost their Qualifying Finals. */
+function bracket(): MatchRow[] {
+  const base = { scoringEventId: EVENT, isComplete: false, winnerId: null, loserId: null };
+  return [
+    { ...base, id: "qf1", round: "Qualifying Finals", matchNumber: 1, participant1Id: FREO, participant2Id: HAWTHORN, isComplete: true, winnerId: HAWTHORN, loserId: FREO },
+    { ...base, id: "qf2", round: "Qualifying Finals", matchNumber: 2, participant1Id: SYDNEY, participant2Id: BRISBANE, isComplete: true, winnerId: SYDNEY, loserId: BRISBANE },
+    { ...base, id: "ef1", round: "Elimination Finals", matchNumber: 1, participant1Id: GEELONG, participant2Id: CARLTON },
+    { ...base, id: "ef2", round: "Elimination Finals", matchNumber: 2, participant1Id: ADELAIDE, participant2Id: BULLDOGS },
+    // Filled by the Qualifying Final losers, as advancement already does.
+    { ...base, id: "sf1", round: "Semi-Finals", matchNumber: 1, participant1Id: FREO, participant2Id: null },
+    { ...base, id: "sf2", round: "Semi-Finals", matchNumber: 2, participant1Id: BRISBANE, participant2Id: null },
+    { ...base, id: "pf1", round: "Preliminary Finals", matchNumber: 1, participant1Id: HAWTHORN, participant2Id: null },
+    { ...base, id: "pf2", round: "Preliminary Finals", matchNumber: 2, participant1Id: SYDNEY, participant2Id: null },
+  ];
+}
+
+function row(id: string): MatchRow {
+  const found = rows.find((r) => r.id === id);
+  if (!found) throw new Error(`No such match ${id}`);
+  return found;
+}
+
+/** Record a result the way setMatchWinner does, then advance it. */
+async function win(id: string, winnerId: string) {
+  const match = row(id);
+  match.winnerId = winnerId;
+  match.loserId = match.participant1Id === winnerId ? match.participant2Id : match.participant1Id;
+  match.isComplete = true;
+  await advanceWinnerTemplate(id, winnerId, AFL_10);
+}
+
+const pairing = () => ({
+  sf1: [row("sf1").participant1Id, row("sf1").participant2Id],
+  sf2: [row("sf2").participant1Id, row("sf2").participant2Id],
+});
+
+beforeEach(() => {
+  rows = bracket();
+  vi.clearAllMocks();
+});
+
+describe("Elimination Finals → Semi-Finals advancement", () => {
+  it("feeds Elimination Final 1 into Semi-Final 1", async () => {
+    await win("ef1", GEELONG);
+
+    expect(row("sf1").participant2Id).toBe(GEELONG);
+    expect(row("sf2").participant2Id).toBeNull();
+  });
+
+  it("feeds Elimination Final 2 into Semi-Final 2", async () => {
+    await win("ef2", ADELAIDE);
+
+    expect(row("sf2").participant2Id).toBe(ADELAIDE);
+    expect(row("sf1").participant2Id).toBeNull();
+  });
+
+  it("draws the real 2026 Semi-Finals: Freo v Geelong and Brisbane v Adelaide", async () => {
+    await win("ef1", GEELONG);
+    await win("ef2", ADELAIDE);
+
+    expect(pairing()).toEqual({
+      sf1: [FREO, GEELONG],
+      sf2: [BRISBANE, ADELAIDE],
+    });
+  });
+
+  it("draws the same Semi-Finals whichever order the results are entered", async () => {
+    await win("ef2", ADELAIDE);
+    await win("ef1", GEELONG);
+
+    expect(pairing()).toEqual({
+      sf1: [FREO, GEELONG],
+      sf2: [BRISBANE, ADELAIDE],
+    });
+  });
+
+  it("keeps the Preliminary Finals crossover so a QF loser dodges the side that beat it", async () => {
+    await win("ef1", GEELONG);
+    await win("ef2", ADELAIDE);
+    // Freo (lost QF1 to Hawthorn) wins its semi, so it must land in Sydney's Prelim.
+    await win("sf1", FREO);
+
+    expect(row("pf2").participant2Id).toBe(FREO);
+    expect(row("pf1").participant2Id).toBeNull();
+  });
+
+  it("pulls the beaten team back out when an Elimination Final result is corrected", async () => {
+    await win("ef1", GEELONG);
+    expect(row("sf1").participant2Id).toBe(GEELONG);
+
+    await win("ef1", CARLTON);
+
+    expect(row("sf1").participant2Id).toBe(CARLTON);
+    expect(row("sf2").participant2Id).toBeNull();
+  });
+});
+
+describe("reseedAflSemiFinals", () => {
+  it("repairs a bracket left crossed by the old fixed crossover", async () => {
+    // What advancement wrote before the fix: EF1 winner into SF2, EF2 winner into SF1.
+    Object.assign(row("ef1"), { isComplete: true, winnerId: GEELONG, loserId: CARLTON });
+    Object.assign(row("ef2"), { isComplete: true, winnerId: ADELAIDE, loserId: BULLDOGS });
+    row("sf1").participant2Id = ADELAIDE;
+    row("sf2").participant2Id = GEELONG;
+
+    const reseed = await reseedAflSemiFinals(EVENT);
+
+    expect(pairing()).toEqual({
+      sf1: [FREO, GEELONG],
+      sf2: [BRISBANE, ADELAIDE],
+    });
+    expect(reseed.vacated.toSorted()).toEqual([1, 2]);
+    expect(reseed.filled.toSorted((a, b) => a.matchNumber - b.matchNumber)).toEqual([
+      { matchNumber: 1, participantId: GEELONG },
+      { matchNumber: 2, participantId: ADELAIDE },
+    ]);
+  });
+
+  it("writes nothing when the pairings are already right", async () => {
+    Object.assign(row("ef1"), { isComplete: true, winnerId: GEELONG, loserId: CARLTON });
+    Object.assign(row("ef2"), { isComplete: true, winnerId: ADELAIDE, loserId: BULLDOGS });
+    row("sf1").participant2Id = GEELONG;
+    row("sf2").participant2Id = ADELAIDE;
+
+    const reseed = await reseedAflSemiFinals(EVENT);
+
+    expect(reseed).toEqual({ vacated: [], filled: [] });
+    expect(db.update).not.toHaveBeenCalled();
+  });
+
+  it("leaves an undecided Elimination Final's slot TBD", async () => {
+    Object.assign(row("ef1"), { isComplete: true, winnerId: GEELONG, loserId: CARLTON });
+
+    await reseedAflSemiFinals(EVENT);
+
+    expect(row("sf1").participant2Id).toBe(GEELONG);
+    expect(row("sf2").participant2Id).toBeNull();
+  });
+
+  it("refuses a slot held by someone who never played an Elimination Final", async () => {
+    Object.assign(row("ef1"), { isComplete: true, winnerId: GEELONG, loserId: CARLTON });
+    row("sf1").participant2Id = SYDNEY;
+
+    await expect(reseedAflSemiFinals(EVENT)).rejects.toThrow("SF 1 participant2 already filled");
+  });
+
+  it("refuses to move a qualifier out of a Semi-Final that has been played", async () => {
+    Object.assign(row("ef1"), { isComplete: true, winnerId: GEELONG, loserId: CARLTON });
+    Object.assign(row("sf1"), {
+      participant2Id: ADELAIDE,
+      isComplete: true,
+      winnerId: FREO,
+      loserId: ADELAIDE,
+    });
+
+    await expect(reseedAflSemiFinals(EVENT)).rejects.toThrow(
+      "Semi-Finals match 1 already has a recorded result"
+    );
+  });
+
+  it("rejects an Elimination Final winner who is not one of its participants", async () => {
+    Object.assign(row("ef1"), { isComplete: true, winnerId: SYDNEY, loserId: CARLTON });
+
+    await expect(reseedAflSemiFinals(EVENT)).rejects.toThrow(
+      "Elimination Finals match 1 winner is not one of its participants"
+    );
+  });
+
+  it("throws on an event with no Semi-Finals to re-seed", async () => {
+    rows = rows.filter((r) => r.round !== "Semi-Finals");
+
+    await expect(reseedAflSemiFinals(EVENT)).rejects.toThrow(
+      "no AFL Elimination Finals / Semi-Finals matches to re-seed"
+    );
+  });
+});

app/models/__tests__/afl-wildcard-advancement.test.ts

@@ -0,0 +1,271 @@
+/**
+ * Advancing an AFL Wildcard Round winner into the Elimination Finals.
+ *
+ * The two winners are re-seeded by ladder position — 5th hosts the lower-ranked winner,
+ * 6th the higher-ranked one — so the destination is not a fixed crossover from a given
+ * Wildcard match, and results can be recorded in either order.
+ */
+
+import { describe, it, expect, vi, beforeEach } from "vitest";
+import { AFL_10 } from "~/lib/bracket-templates";
+
+interface MatchRow {
+  id: string;
+  scoringEventId: string;
+  round: string;
+  matchNumber: number;
+  participant1Id: string | null;
+  participant2Id: string | null;
+  isComplete: boolean;
+  winnerId: string | null;
+  loserId: string | null;
+}
+
+let rows: MatchRow[] = [];
+
+/**
+ * The literal values drizzle put in a where clause (`eq(col, value)`), which is all this
+ * mock needs to tell one lookup from another — there is no query engine behind it.
+ */
+function whereValues(node: unknown, depth = 0): string[] {
+  if (!node || depth > 10) return [];
+  if (Array.isArray(node)) return node.flatMap((child) => whereValues(child, depth + 1));
+  if (typeof node !== "object") return [];
+  const obj = node as Record<string, unknown>;
+  const own = typeof obj.value === "string" ? [obj.value] : [];
+  return [...own, ...whereValues(obj.queryChunks, depth + 1)];
+}
+
+const db = {
+  query: {
+    playoffMatches: {
+      findFirst: vi.fn(({ where }: { where: unknown }) => {
+        const values = whereValues(where);
+        return Promise.resolve(rows.find((r) => values.includes(r.id)));
+      }),
+      findMany: vi.fn(({ where }: { where: unknown }) => {
+        const values = whereValues(where);
+        return Promise.resolve(
+          rows
+            .filter((r) => values.includes(r.scoringEventId) && values.includes(r.round))
+            .toSorted((a, b) => a.matchNumber - b.matchNumber)
+        );
+      }),
+    },
+  },
+  update: vi.fn(() => ({
+    set: (data: Partial<MatchRow>) => {
+      const applyTo = (where: unknown) => {
+        const values = whereValues(where);
+        const target = rows.find((r) => values.includes(r.id));
+        if (target) Object.assign(target, data);
+        return target;
+      };
+      // Advancement writes through the query builder with and without .returning().
+      return {
+        where: (where: unknown) => {
+          const applied = Promise.resolve([applyTo(where)]);
+          return Object.assign(applied, { returning: () => applied });
+        },
+      };
+    },
+  })),
+  // No rollback: the tests assert the writes that were attempted, in order.
+  transaction: vi.fn((fn: (tx: typeof db) => Promise<unknown>) => fn(db)),
+};
+
+vi.mock("~/database/context", () => ({ database: () => db }));
+
+const { advanceWinnerTemplate, reseedAflEliminationFinals } = await import("../playoff-match");
+
+const EVENT = "event-1";
+
+/** Ladder seed n → participant id. */
+const seed = (n: number) => `seed-${n}`;
+
+/** A freshly generated afl_10 Wildcard Round (7v10, 8v9) and Elimination Finals (5, 6). */
+function bracket(): MatchRow[] {
+  const base = { scoringEventId: EVENT, isComplete: false, winnerId: null, loserId: null };
+  return [
+    { ...base, id: "wc1", round: "Wildcard Round", matchNumber: 1, participant1Id: seed(7), participant2Id: seed(10) },
+    { ...base, id: "wc2", round: "Wildcard Round", matchNumber: 2, participant1Id: seed(8), participant2Id: seed(9) },
+    { ...base, id: "ef1", round: "Elimination Finals", matchNumber: 1, participant1Id: seed(5), participant2Id: null },
+    { ...base, id: "ef2", round: "Elimination Finals", matchNumber: 2, participant1Id: seed(6), participant2Id: null },
+  ];
+}
+
+function row(id: string): MatchRow {
+  const found = rows.find((r) => r.id === id);
+  if (!found) throw new Error(`No such match ${id}`);
+  return found;
+}
+
+/** Record a Wildcard result the way setMatchWinner does, then advance it. */
+async function winWildcard(id: string, winnerId: string) {
+  const match = row(id);
+  match.winnerId = winnerId;
+  match.loserId = match.participant1Id === winnerId ? match.participant2Id : match.participant1Id;
+  match.isComplete = true;
+  await advanceWinnerTemplate(id, winnerId, AFL_10);
+}
+
+describe("AFL Wildcard Round advancement", () => {
+  beforeEach(() => {
+    rows = bracket();
+  });
+
+  it("sends 5th the lower-ranked winner and 6th the higher-ranked one", async () => {
+    await winWildcard("wc1", seed(7));
+    await winWildcard("wc2", seed(8));
+
+    expect(row("ef1").participant2Id).toBe(seed(8));
+    expect(row("ef2").participant2Id).toBe(seed(7));
+  });
+
+  it("re-seeds when the lower seed wins through", async () => {
+    // The reported bug: 10th beating 7th used to be crossed straight to 6th, leaving
+    // 5th with the better survivor.
+    await winWildcard("wc1", seed(10));
+    await winWildcard("wc2", seed(8));
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBe(seed(8));
+  });
+
+  it("re-seeds a 9th-placed winner above a 10th-placed one", async () => {
+    await winWildcard("wc1", seed(10));
+    await winWildcard("wc2", seed(9));
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBe(seed(9));
+  });
+
+  it("places the same pairings whichever result is entered first", async () => {
+    await winWildcard("wc2", seed(8));
+    await winWildcard("wc1", seed(10));
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBe(seed(8));
+  });
+
+  it("places the 7v10 winner immediately, since its slot is settled either way", async () => {
+    await winWildcard("wc1", seed(7));
+
+    expect(row("ef2").participant2Id).toBe(seed(7));
+    expect(row("ef1").participant2Id).toBeNull();
+  });
+
+  it("holds an 8v9 winner back until the 7v10 game is decided", async () => {
+    // 8th and 9th sit between 7th and 10th, so placing one now could need undoing.
+    await winWildcard("wc2", seed(8));
+
+    expect(row("ef1").participant2Id).toBeNull();
+    expect(row("ef2").participant2Id).toBeNull();
+  });
+
+  it("does not disturb a winner it already placed", async () => {
+    await winWildcard("wc1", seed(7));
+    await winWildcard("wc2", seed(9));
+
+    expect(row("ef2").participant2Id).toBe(seed(7));
+    expect(row("ef1").participant2Id).toBe(seed(9));
+  });
+
+  it("refuses to overwrite a slot already holding someone else", async () => {
+    row("ef1").participant2Id = "stranger";
+
+    await expect(winWildcard("wc1", seed(10))).rejects.toThrow(/already filled/);
+    expect(row("ef1").participant2Id).toBe("stranger");
+  });
+
+  it("moves the winner when a recorded Wildcard result is corrected", async () => {
+    await winWildcard("wc1", seed(7));
+    expect(row("ef2").participant2Id).toBe(seed(7));
+
+    // The result was wrong: 10th won. 7th must not be left alive in the other slot.
+    await winWildcard("wc1", seed(10));
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBeNull();
+  });
+
+  it("re-seeds a pairing left behind by the old fixed crossover", async () => {
+    // Pre-fix state: the 7v10 winner was crossed to 6th whatever its ladder position.
+    row("wc1").winnerId = seed(10);
+    row("wc1").loserId = seed(7);
+    row("wc1").isComplete = true;
+    row("ef2").participant2Id = seed(10);
+
+    await winWildcard("wc2", seed(8));
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBe(seed(8));
+  });
+
+  it("swaps both winners when re-resolving an already-placed pair", async () => {
+    row("wc1").winnerId = seed(10);
+    row("wc1").loserId = seed(7);
+    row("wc1").isComplete = true;
+    row("ef2").participant2Id = seed(10);
+    row("ef1").participant2Id = seed(8);
+
+    await winWildcard("wc2", seed(8));
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBe(seed(8));
+  });
+
+  it("refuses to re-seed an Elimination Final that has already been played", async () => {
+    await winWildcard("wc1", seed(7));
+    Object.assign(row("ef2"), { isComplete: true, winnerId: seed(6), loserId: seed(7) });
+
+    await expect(winWildcard("wc1", seed(10))).rejects.toThrow(/already has a recorded result/);
+    expect(row("ef2").participant2Id).toBe(seed(7));
+  });
+
+  it("repairs an already-advanced bracket from the recorded results alone", async () => {
+    // What scripts/fix-afl-wildcard-reseed.ts does: no new result, just the rows a
+    // bracket advanced under the old fixed crossover left behind.
+    Object.assign(row("wc1"), { isComplete: true, winnerId: seed(10), loserId: seed(7) });
+    Object.assign(row("wc2"), { isComplete: true, winnerId: seed(8), loserId: seed(9) });
+    row("ef2").participant2Id = seed(10);
+    row("ef1").participant2Id = seed(8);
+
+    const reseed = await reseedAflEliminationFinals(EVENT);
+
+    expect(row("ef1").participant2Id).toBe(seed(10));
+    expect(row("ef2").participant2Id).toBe(seed(8));
+    expect(reseed.vacated.toSorted()).toEqual([1, 2]);
+    expect(reseed.filled.toSorted((a, b) => a.matchNumber - b.matchNumber)).toEqual([
+      { matchNumber: 1, participantId: seed(10) },
+      { matchNumber: 2, participantId: seed(8) },
+    ]);
+  });
+
+  it("reports no change when a repair run finds the pairings correct", async () => {
+    await winWildcard("wc1", seed(7));
+    await winWildcard("wc2", seed(8));
+    db.transaction.mockClear();
+
+    const reseed = await reseedAflEliminationFinals(EVENT);
+
+    expect(reseed).toEqual({ vacated: [], filled: [] });
+    expect(db.transaction).not.toHaveBeenCalled();
+  });
+
+  it("rejects an event with no AFL bracket rather than reporting nothing to do", async () => {
+    await expect(reseedAflEliminationFinals("no-such-event")).rejects.toThrow(/no AFL Wildcard/);
+  });
+
+  it("leaves the bracket alone when the pairings are already right", async () => {
+    await winWildcard("wc1", seed(7));
+    await winWildcard("wc2", seed(8));
+    db.transaction.mockClear();
+
+    await winWildcard("wc2", seed(8));
+
+    expect(db.transaction).not.toHaveBeenCalled();
+    expect(row("ef1").participant2Id).toBe(seed(8));
+    expect(row("ef2").participant2Id).toBe(seed(7));
+  });
+});

app/models/__tests__/simulator-inputs.test.ts

@@ -111,4 +111,50 @@ describe("simulator input model", () => {
     expect(byParticipant.get("direct-elo")?.sourceElo).toBe(1600);
     expect(byParticipant.get("generated-elo")?.sourceElo).toBeNull();
   });
+
+  it("hides an Elo flagged as projection-derived so the projection is re-derived", async () => {
+    // This is what stops a stale Elo from winning the baseEloPriority race. A row
+    // carrying projectedWins and a projectedWins method flag must surface with a
+    // null sourceElo, so resolveSourceElos falls through to the projection rather
+    // than reusing an Elo that was itself derived from an older projection.
+    mockDb.query.seasonParticipants.findMany.mockResolvedValue([
+      { id: "projected" },
+      { id: "hand-entered" },
+    ]);
+    mockDb.query.seasonParticipantSimulatorInputs.findMany.mockResolvedValue([
+      {
+        participantId: "projected",
+        sourceOdds: null,
+        sourceElo: 1561,
+        worldRanking: null,
+        rating: null,
+        projectedWins: "95.00",
+        projectedTablePoints: null,
+        seed: null,
+        region: null,
+        metadata: { sourceEloMethod: "projectedWins" },
+      },
+      {
+        participantId: "hand-entered",
+        sourceOdds: null,
+        sourceElo: 1561,
+        worldRanking: null,
+        rating: null,
+        projectedWins: "95.00",
+        projectedTablePoints: null,
+        seed: null,
+        region: null,
+        metadata: {},
+      },
+    ]);
+    mockDb.query.seasonParticipantExpectedValues.findMany.mockResolvedValue([]);
+
+    const inputs = await getParticipantSimulatorInputs("season-1");
+    const byParticipant = new Map(inputs.map((input) => [input.participantId, input]));
+
+    expect(byParticipant.get("projected")?.sourceElo).toBeNull();
+    expect(byParticipant.get("projected")?.projectedWins).toBe(95);
+    // No flag means the admin entered that Elo themselves — it is trusted as direct.
+    expect(byParticipant.get("hand-entered")?.sourceElo).toBe(1561);
+  });
 });

app/models/playoff-match.ts

@@ -15,6 +15,10 @@ import {
   resolveLLWSAdvancement,
   type LLWSResolvedDestination,
 } from "~/lib/llws-bracket";
+import {
+  resolveAflWildcardPlacements,
+  type AflWildcardResult,
+} from "~/lib/afl-wildcard-reseed";
 
 export type PlayoffMatch = typeof schema.playoffMatches.$inferSelect;
 export type NewPlayoffMatch = typeof schema.playoffMatches.$inferInsert;
@@ -742,9 +746,11 @@ async function generateNFL14Bracket(
  * Structure:
  * - Wildcard Round: 7v10, 8v9
  * - Qualifying Finals: 1v4, 2v3 (winners get bye to Preliminary Finals, losers to Semi-Finals)
- * - Elimination Finals: 5v8, 6v7 (where 7 and 8 are wildcard winners)
+ * - Elimination Finals: 5 and 6 host the two Wildcard winners, re-seeded by ladder
- * - Semi-Finals: QF losers vs EF winners
+ *   position — 5th draws the lower-ranked winner, 6th the higher-ranked one
- * - Preliminary Finals: QF winners vs SF winners
+ * - Semi-Finals: SF1 = QF1 loser v EF1 winner, SF2 = QF2 loser v EF2 winner
+ * - Preliminary Finals: PF1 = QF1 winner v SF2 winner, PF2 = QF2 winner v SF1 winner
+ *   (the crossover keeps a QF loser away from the side that just beat it)
  * - Grand Final: PF winners
  */
 async function generateAFL10Bracket(
@@ -796,14 +802,16 @@ async function generateAFL10Bracket(
     });
   }
 
-  // Elimination Finals: 5th vs TBD (wildcard winner), 6th vs TBD (wildcard winner)
+  // Elimination Finals: 5th and 6th host the two Wildcard winners. Which winner lands
+  // where is decided by ladder position once both games are played (see
+  // resolveAflWildcardPlacements), not by a fixed crossover from a Wildcard match.
   const eliminationSeeding = [
-    { higher: 4, wildcard: 2 },  // #5 (index 4) vs Wildcard Match 2 winner
+    { higher: 4, opponent: "lower-ranked WC winner" },  // #5 (index 4)
-    { higher: 5, wildcard: 1 },  // #6 (index 5) vs Wildcard Match 1 winner
+    { higher: 5, opponent: "higher-ranked WC winner" }, // #6 (index 5)
   ];
 
   for (let i = 0; i < eliminationSeeding.length; i++) {
-    const { higher, wildcard } = eliminationSeeding[i];
+    const { higher, opponent } = eliminationSeeding[i];
     matches.push({
       scoringEventId: eventId,
       round: "Elimination Finals",
@@ -813,11 +821,11 @@ async function generateAFL10Bracket(
       isComplete: false,
       isScoring: true, // Losers share 7th-8th
       templateRound: "Elimination Finals",
-      seedInfo: participantIds ? `${higher + 1} vs WC${wildcard}` : null,
+      seedInfo: participantIds ? `${higher + 1} vs ${opponent}` : null,
     });
   }
 
-  // Semi-Finals: QF losers vs EF winners (TBD vs TBD)
+  // Semi-Finals: SF n = QF n loser vs EF n winner (TBD vs TBD)
   for (let i = 0; i < 2; i++) {
     matches.push({
       scoringEventId: eventId,
@@ -863,15 +871,257 @@ async function generateAFL10Bracket(
   return await createManyPlayoffMatches(matches);
 }
 
+/** What a re-seed changed, by Elimination Finals match number. */
+export interface AflEliminationReseed {
+  vacated: number[];
+  filled: Array<{ matchNumber: number; participantId: string }>;
+}
+
+/**
+ * Put the decided Wildcard winners in the Elimination Finals they belong in.
+ *
+ * The two winners are re-seeded by ladder position — 5th meets the lower-ranked one and
+ * 6th the higher-ranked one — rather than crossing over from a fixed Wildcard match. That
+ * destination depends on both games, so this reconciles both slots against the results
+ * recorded so far every time it runs: it places a winner whose slot only became certain
+ * once the other game was decided, and moves one that an earlier (or corrected) result,
+ * or a bracket advanced before this rule existed, put in the other slot.
+ *
+ * `pending` supplies a result that may not be in the database yet — the row read back
+ * while advancing a match can predate the winner being written to it.
+ *
+ * Idempotent: pairings that are already right do no writes.
+ */
+export async function reseedAflEliminationFinals(
+  eventId: string,
+  pending?: { matchId: string; winnerId: string }
+): Promise<AflEliminationReseed> {
+  const [wcMatches, efMatches] = await Promise.all([
+    findPlayoffMatchesByEventIdAndRound(eventId, "Wildcard Round"),
+    findPlayoffMatchesByEventIdAndRound(eventId, "Elimination Finals"),
+  ]);
+
+  // Nothing to reconcile against is a bad event id or a broken bracket, not a no-op.
+  if (wcMatches.length === 0 || efMatches.length === 0) {
+    throw new Error(
+      `Event ${eventId} has no AFL Wildcard Round / Elimination Finals matches to re-seed`
+    );
+  }
+
+  const winnerByMatchNumber = new Map<number, string>();
+  for (const wc of wcMatches) {
+    const decidedWinner =
+      pending && wc.id === pending.matchId ? pending.winnerId : wc.isComplete ? wc.winnerId : null;
+    if (decidedWinner) winnerByMatchNumber.set(wc.matchNumber, decidedWinner);
+  }
+
+  const results: AflWildcardResult[] = wcMatches.map((wc) => {
+    const decidedWinner = winnerByMatchNumber.get(wc.matchNumber) ?? null;
+    if (decidedWinner === null) return { matchNumber: wc.matchNumber, winnerSlot: null };
+    if (decidedWinner === wc.participant1Id) return { matchNumber: wc.matchNumber, winnerSlot: 1 };
+    if (decidedWinner === wc.participant2Id) return { matchNumber: wc.matchNumber, winnerSlot: 2 };
+    throw new Error(
+      `Wildcard Round match ${wc.matchNumber} winner is not one of its participants`
+    );
+  });
+
+  const wanted = new Map<number, string>();
+  for (const placement of resolveAflWildcardPlacements(results)) {
+    const placedWinner = winnerByMatchNumber.get(placement.wildcardMatchNumber);
+    if (placedWinner) wanted.set(placement.eliminationMatchNumber, placedWinner);
+  }
+
+  // Only these teams can legitimately be moved between the two Elimination Finals;
+  // anyone else in a slot came from somewhere this function knows nothing about.
+  const wildcardParticipants = new Set<string>();
+  for (const wc of wcMatches) {
+    if (wc.participant1Id) wildcardParticipants.add(wc.participant1Id);
+    if (wc.participant2Id) wildcardParticipants.add(wc.participant2Id);
+  }
+
+  const slotsToClear: Array<{ id: string; matchNumber: number }> = [];
+  const slotsToFill: Array<{ id: string; matchNumber: number; participantId: string }> = [];
+
+  for (const efMatch of efMatches) {
+    const occupant = efMatch.participant2Id;
+    const belongsHere = wanted.get(efMatch.matchNumber) ?? null;
+    if (occupant === belongsHere) continue;
+
+    if (occupant !== null && !wildcardParticipants.has(occupant)) {
+      throw new Error(`EF ${efMatch.matchNumber} participant2 already filled`);
+    }
+    // Re-seeding a game that has already been played would rewrite who contested a
+    // recorded result. Surface that (this message is not one callers swallow) rather
+    // than quietly corrupting the bracket.
+    if (occupant !== null && (efMatch.isComplete || efMatch.winnerId)) {
+      throw new Error(
+        `Elimination Finals match ${efMatch.matchNumber} already has a recorded result, ` +
+        `so its Wildcard qualifier cannot be re-seeded — clear and regenerate the bracket`
+      );
+    }
+    if (occupant !== null) slotsToClear.push({ id: efMatch.id, matchNumber: efMatch.matchNumber });
+    if (belongsHere !== null) {
+      slotsToFill.push({ id: efMatch.id, matchNumber: efMatch.matchNumber, participantId: belongsHere });
+    }
+  }
+
+  const reseed: AflEliminationReseed = {
+    vacated: slotsToClear.map((slot) => slot.matchNumber),
+    filled: slotsToFill.map(({ matchNumber, participantId }) => ({ matchNumber, participantId })),
+  };
+
+  if (slotsToClear.length === 0 && slotsToFill.length === 0) return reseed;
+
+  // One transaction, vacating before filling: a half-applied re-seed would leave the
+  // same team in both Elimination Finals.
+  const db = database();
+  await db.transaction(async (tx) => {
+    const now = new Date();
+    for (const slot of slotsToClear) {
+      await tx
+        .update(schema.playoffMatches)
+        .set({ participant2Id: null, updatedAt: now })
+        .where(eq(schema.playoffMatches.id, slot.id));
+    }
+    for (const slot of slotsToFill) {
+      await tx
+        .update(schema.playoffMatches)
+        .set({ participant2Id: slot.participantId, updatedAt: now })
+        .where(eq(schema.playoffMatches.id, slot.id));
+    }
+  });
+
+  return reseed;
+}
+
+/** What a Semi-Finals re-seed changed, by Semi-Finals match number. */
+export interface AflSemiFinalReseed {
+  vacated: number[];
+  filled: Array<{ matchNumber: number; participantId: string }>;
+}
+
+/**
+ * Put the decided Elimination Final winners in the Semi-Finals they belong in.
+ *
+ * Unlike the Wildcard Round, this pathway is fixed: Elimination Final n feeds Semi-Final
+ * n, so SF1 is the QF1 loser against the EF1 winner and SF2 the QF2 loser against the EF2
+ * winner. The crossover in this system comes a round later, at Semi-Final → Preliminary
+ * Final, so that a Qualifying Final loser cannot meet the side that just beat it.
+ *
+ * Brackets advanced before this was fixed crossed the two winners — the EF1 winner went
+ * to SF2 and the EF2 winner to SF1 — which is why this reconciles both slots against the
+ * results recorded so far rather than writing the one it was called for: a winner sitting
+ * in the wrong Semi-Final is vacated, and a corrected Elimination Final result pulls the
+ * beaten team back out instead of leaving it alive.
+ *
+ * `pending` supplies a result that may not be in the database yet — the row read back
+ * while advancing a match can predate the winner being written to it.
+ *
+ * Idempotent: pairings that are already right do no writes.
+ */
+export async function reseedAflSemiFinals(
+  eventId: string,
+  pending?: { matchId: string; winnerId: string }
+): Promise<AflSemiFinalReseed> {
+  const [efMatches, sfMatches] = await Promise.all([
+    findPlayoffMatchesByEventIdAndRound(eventId, "Elimination Finals"),
+    findPlayoffMatchesByEventIdAndRound(eventId, "Semi-Finals"),
+  ]);
+
+  // Nothing to reconcile against is a bad event id or a broken bracket, not a no-op.
+  if (efMatches.length === 0 || sfMatches.length === 0) {
+    throw new Error(
+      `Event ${eventId} has no AFL Elimination Finals / Semi-Finals matches to re-seed`
+    );
+  }
+
+  // Elimination Final n feeds Semi-Final n, so a decided winner's destination never
+  // depends on the other game.
+  const wanted = new Map<number, string>();
+  for (const ef of efMatches) {
+    const decidedWinner =
+      pending && ef.id === pending.matchId ? pending.winnerId : ef.isComplete ? ef.winnerId : null;
+    if (!decidedWinner) continue;
+    if (decidedWinner !== ef.participant1Id && decidedWinner !== ef.participant2Id) {
+      throw new Error(
+        `Elimination Finals match ${ef.matchNumber} winner is not one of its participants`
+      );
+    }
+    wanted.set(ef.matchNumber, decidedWinner);
+  }
+
+  // Only these teams can legitimately be moved between the two Semi-Finals; anyone else
+  // in a slot came from somewhere this function knows nothing about.
+  const eliminationParticipants = new Set<string>();
+  for (const ef of efMatches) {
+    if (ef.participant1Id) eliminationParticipants.add(ef.participant1Id);
+    if (ef.participant2Id) eliminationParticipants.add(ef.participant2Id);
+  }
+
+  const slotsToClear: Array<{ id: string; matchNumber: number }> = [];
+  const slotsToFill: Array<{ id: string; matchNumber: number; participantId: string }> = [];
+
+  for (const sfMatch of sfMatches) {
+    const occupant = sfMatch.participant2Id;
+    const belongsHere = wanted.get(sfMatch.matchNumber) ?? null;
+    if (occupant === belongsHere) continue;
+
+    if (occupant !== null && !eliminationParticipants.has(occupant)) {
+      throw new Error(`SF ${sfMatch.matchNumber} participant2 already filled`);
+    }
+    // Re-seeding a game that has already been played would rewrite who contested a
+    // recorded result. Surface that (this message is not one callers swallow) rather
+    // than quietly corrupting the bracket.
+    if (occupant !== null && (sfMatch.isComplete || sfMatch.winnerId)) {
+      throw new Error(
+        `Semi-Finals match ${sfMatch.matchNumber} already has a recorded result, ` +
+        `so its Elimination Finals qualifier cannot be re-seeded — clear and regenerate the bracket`
+      );
+    }
+    if (occupant !== null) slotsToClear.push({ id: sfMatch.id, matchNumber: sfMatch.matchNumber });
+    if (belongsHere !== null) {
+      slotsToFill.push({ id: sfMatch.id, matchNumber: sfMatch.matchNumber, participantId: belongsHere });
+    }
+  }
+
+  const reseed: AflSemiFinalReseed = {
+    vacated: slotsToClear.map((slot) => slot.matchNumber),
+    filled: slotsToFill.map(({ matchNumber, participantId }) => ({ matchNumber, participantId })),
+  };
+
+  if (slotsToClear.length === 0 && slotsToFill.length === 0) return reseed;
+
+  // One transaction, vacating before filling: a half-applied re-seed would leave the
+  // same team in both Semi-Finals.
+  const db = database();
+  await db.transaction(async (tx) => {
+    const now = new Date();
+    for (const slot of slotsToClear) {
+      await tx
+        .update(schema.playoffMatches)
+        .set({ participant2Id: null, updatedAt: now })
+        .where(eq(schema.playoffMatches.id, slot.id));
+    }
+    for (const slot of slotsToFill) {
+      await tx
+        .update(schema.playoffMatches)
+        .set({ participant2Id: slot.participantId, updatedAt: now })
+        .where(eq(schema.playoffMatches.id, slot.id));
+    }
+  });
+
+  return reseed;
+}
+
 /**
  * AFL-specific advancement logic for the complex double-chance system
  * Phase 3.3: Handles both winners and losers advancing to different rounds
  *
  * Advancement rules:
- * - Wildcard Round: Winner → Elimination Finals
+ * - Wildcard Round: Winner → Elimination Finals (re-seeded by ladder position)
- * - Qualifying Finals: Winner → Preliminary Finals, Loser → Semi-Finals
+ * - Qualifying Finals: Winner → Preliminary Finals, Loser → Semi-Finals (QF n → PF n, SF n)
- * - Elimination Finals: Winner → Semi-Finals
+ * - Elimination Finals: Winner → Semi-Finals (EF n → SF n, a fixed pathway)
- * - Semi-Finals: Winner → Preliminary Finals
+ * - Semi-Finals: Winner → Preliminary Finals (SF n crosses over: SF1 → PF2, SF2 → PF1)
  * - Preliminary Finals: Winner → Grand Final
  */
 async function advanceAFLWinner(
@@ -881,18 +1131,10 @@ async function advanceAFLWinner(
 ): Promise<void> {
   const eventId = match.scoringEventId;
 
-  // Wildcard Round: Winner advances to Elimination Finals
+  // Wildcard Round: winners are re-seeded into the Elimination Finals by ladder
+  // position, so every result re-resolves both slots.
   if (match.round === "Wildcard Round") {
-    // Wildcard Match 1 winner → EF Match 2, participant2Id
+    await reseedAflEliminationFinals(eventId, { matchId: match.id, winnerId });
-    // Wildcard Match 2 winner → EF Match 1, participant2Id
-    const efMatchNumber = match.matchNumber === 1 ? 2 : 1;
-    const efMatches = await findPlayoffMatchesByEventIdAndRound(eventId, "Elimination Finals");
-    const efMatch = efMatches.find((m) => m.matchNumber === efMatchNumber);
-
-    if (!efMatch) throw new Error(`Elimination Finals match ${efMatchNumber} not found`);
-    if (efMatch.participant2Id) throw new Error(`EF ${efMatchNumber} participant2 already filled`);
-
-    await updatePlayoffMatch(efMatch.id, { participant2Id: winnerId });
     return;
   }
 
@@ -920,18 +1162,11 @@ async function advanceAFLWinner(
     return;
   }
 
-  // Elimination Finals: Winner → Semi-Finals
+  // Elimination Finals: Winner → Semi-Finals. EF n feeds SF n — the crossover in this
+  // system is a round later, at Semi-Finals → Preliminary Finals. Reconcile both slots so
+  // a corrected result moves the qualifier instead of leaving the beaten team alive.
   if (match.round === "Elimination Finals") {
-    // EF Match 1 winner → SF2 participant2
+    await reseedAflSemiFinals(eventId, { matchId: match.id, winnerId });
-    // EF Match 2 winner → SF1 participant2
-    const sfMatchNumber = match.matchNumber === 1 ? 2 : 1;
-    const sfMatches = await findPlayoffMatchesByEventIdAndRound(eventId, "Semi-Finals");
-    const sfMatch = sfMatches.find((m) => m.matchNumber === sfMatchNumber);
-
-    if (!sfMatch) throw new Error(`Semi-Finals match ${sfMatchNumber} not found`);
-    if (sfMatch.participant2Id) throw new Error(`SF ${sfMatchNumber} participant2 already filled`);
-
-    await updatePlayoffMatch(sfMatch.id, { participant2Id: winnerId });
     return;
   }
 

app/models/simulator.ts

@@ -359,18 +359,28 @@ export async function batchUpsertParticipantSimulatorInputs(
           region: sql`COALESCE(excluded.region, ${schema.seasonParticipantSimulatorInputs.region})`,
           // Metadata carries the method flags (sourceEloMethod/ratingMethod) that
           // tell readers whether the stored Elo/rating is generated vs. a trusted
-          // direct value. When a caller supplies explicit metadata, use it as-is
+          // direct value. Two rules apply, and both always apply — they are not
-          // (prepareSimulatorInputsForRun and the projection importer set the
+          // alternatives:
-          // correct flags). Otherwise preserve existing metadata, but drop the
+          //
-          // method flag for any column receiving a fresh direct value — otherwise a
+          //   1. Drop the method flag for any column receiving a fresh direct
-          // stale "generated" flag would cause that newly-entered Elo/rating to be
+          //      value, otherwise a stale "generated" flag would cause that
-          // filtered out as derived (see getParticipantSimulatorInputs).
+          //      newly-entered Elo/rating to be filtered out as derived (see
-          metadata: sql`CASE
+          //      getParticipantSimulatorInputs).
-            WHEN excluded.metadata IS NOT NULL THEN excluded.metadata
+          //   2. Merge any metadata the caller supplied over the result
-            ELSE COALESCE(${schema.seasonParticipantSimulatorInputs.metadata}, '{}'::jsonb)
+          //      (prepareSimulatorInputsForRun and the projection importers set the
+          //      correct flags) — a merge rather than a replace so a caller that
+          //      only needs to stamp one method flag does not wipe unrelated keys.
+          //
+          // Ordering matters: strip first, then merge, so a caller stamping one flag
+          // still gets the other column's stale flag cleared. Running these as
+          // exclusive CASE branches instead would mean a bulk row carrying both a
+          // direct `rating` and a `projectedWins` (which stamps sourceEloMethod)
+          // silently kept a stale ratingMethod, hiding the rating it just set.
+          metadata: sql`(
+            COALESCE(${schema.seasonParticipantSimulatorInputs.metadata}, '{}'::jsonb)
               - (CASE WHEN excluded.source_elo IS NOT NULL THEN 'sourceEloMethod' ELSE '' END)
               - (CASE WHEN excluded.rating IS NOT NULL THEN 'ratingMethod' ELSE '' END)
-          END`,
+          ) || COALESCE(excluded.metadata, '{}'::jsonb)`,
           updatedAt: sql`excluded.updated_at`,
         },
       });

app/routes/__tests__/admin.sports-seasons.$id.simulator.helpers.test.ts

@@ -0,0 +1,99 @@
+import { describe, expect, it } from "vitest";
+
+import {
+  parseBaseEloPriorityChoice,
+  projectionMethodMetadata,
+  resolvedInputMethodLabel,
+} from "../admin.sports-seasons.$id.simulator.helpers";
+import { DEFAULT_BASE_ELO_PRIORITY } from "~/services/simulations/input-policy";
+
+describe("projectionMethodMetadata", () => {
+  it("flags a row that supplies projected wins and no Elo", () => {
+    expect(projectionMethodMetadata(undefined, 95, undefined)).toEqual({
+      sourceEloMethod: "projectedWins",
+    });
+  });
+
+  it("flags a row that supplies projected table points and no Elo", () => {
+    expect(projectionMethodMetadata(undefined, undefined, 76.5)).toEqual({
+      sourceEloMethod: "projectedTablePoints",
+    });
+  });
+
+  it("leaves metadata alone when the row supplies an explicit Elo", () => {
+    // An explicit Elo is a direct entry and must stay trusted, even alongside a
+    // projection — the upsert then clears any stale generated flag.
+    expect(projectionMethodMetadata(1600, 95, undefined)).toBeUndefined();
+  });
+
+  it("leaves metadata alone for a row with neither", () => {
+    expect(projectionMethodMetadata(undefined, undefined, undefined)).toBeUndefined();
+  });
+
+  it("prefers wins over table points when a row somehow carries both", () => {
+    expect(projectionMethodMetadata(undefined, 95, 76.5)).toEqual({
+      sourceEloMethod: "projectedWins",
+    });
+  });
+});
+
+describe("parseBaseEloPriorityChoice", () => {
+  it("puts projections ahead of raw Elo", () => {
+    expect(parseBaseEloPriorityChoice("projectionsFirst", DEFAULT_BASE_ELO_PRIORITY)).toEqual([
+      "projectedWins",
+      "projectedTablePoints",
+      "sourceElo",
+    ]);
+  });
+
+  it("puts raw Elo first for eloFirst", () => {
+    expect(parseBaseEloPriorityChoice("eloFirst", DEFAULT_BASE_ELO_PRIORITY)).toEqual(
+      DEFAULT_BASE_ELO_PRIORITY
+    );
+  });
+
+  it("keeps the stored ordering when the select was not on the form", () => {
+    // Simulators with no projection alternative never render the control; saving
+    // other config must not rewrite their ordering.
+    const custom: typeof DEFAULT_BASE_ELO_PRIORITY = ["projectedWins", "sourceElo"];
+    expect(parseBaseEloPriorityChoice(null, custom)).toEqual(custom);
+  });
+
+  it("preserves the relative order of the projection keys", () => {
+    expect(
+      parseBaseEloPriorityChoice("projectionsFirst", [
+        "projectedTablePoints",
+        "sourceElo",
+        "projectedWins",
+      ])
+    ).toEqual(["projectedTablePoints", "projectedWins", "sourceElo"]);
+  });
+
+  it("round-trips: flipping back restores Elo-first", () => {
+    const flipped = parseBaseEloPriorityChoice("projectionsFirst", DEFAULT_BASE_ELO_PRIORITY);
+    expect(parseBaseEloPriorityChoice("eloFirst", flipped)).toEqual(DEFAULT_BASE_ELO_PRIORITY);
+  });
+});
+
+describe("resolvedInputMethodLabel", () => {
+  it("badges nothing for a directly entered Elo or rating", () => {
+    expect(resolvedInputMethodLabel("direct")).toBeNull();
+  });
+
+  it("badges both projection methods the same way", () => {
+    expect(resolvedInputMethodLabel("projectedWins")).toBe("from projections");
+    expect(resolvedInputMethodLabel("projectedTablePoints")).toBe("from projections");
+  });
+
+  it("distinguishes futures and blended Elo", () => {
+    expect(resolvedInputMethodLabel("sourceOdds")).toBe("from futures");
+    expect(resolvedInputMethodLabel("blend")).toBe("blended");
+  });
+
+  it("badges every missing-input strategy as a fallback", () => {
+    expect(resolvedInputMethodLabel("fallbackElo")).toBe("fallback");
+    expect(resolvedInputMethodLabel("fallbackRating")).toBe("fallback");
+    expect(resolvedInputMethodLabel("averageKnown")).toBe("fallback");
+    expect(resolvedInputMethodLabel("worstKnownMinus")).toBe("fallback");
+  });
+});

app/routes/__tests__/admin.sports-seasons.bracket.reseed-afl-semifinals.test.ts

@@ -0,0 +1,146 @@
+/**
+ * The Fix Semi-Final Pairings admin action.
+ *
+ * Elimination Final n feeds Semi-Final n, but brackets advanced before that was fixed
+ * crossed the two winners, and nothing re-runs advancement — a completed match cannot be
+ * re-submitted from the UI.
+ *
+ * It moves qualifier slots only — no scoring runs, so nothing reaches Discord.
+ */
+
+import { beforeEach, describe, expect, it, vi } from "vitest";
+import { reseedAflSemiFinals } from "~/models/playoff-match";
+import { findParticipantsBySportsSeasonId } from "~/models/season-participant";
+import { getScoringEventById } from "~/models/scoring-event";
+import { processMatchResult, recalculateAffectedLeagues } from "~/models/scoring-calculator";
+import { sendDiscordWebhook } from "~/services/discord";
+import { action } from "../admin.sports-seasons.$id.events.$eventId.bracket.server";
+
+vi.mock("~/database/context", () => ({ database: vi.fn(() => ({})) }));
+vi.mock("~/models/scoring-event", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  getScoringEventById: vi.fn(),
+  isReadOnlySibling: vi.fn(() => false),
+}));
+vi.mock("~/models/playoff-match", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  reseedAflSemiFinals: vi.fn(),
+}));
+vi.mock("~/models/season-participant", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  findParticipantsBySportsSeasonId: vi.fn(),
+}));
+vi.mock("~/models/scoring-calculator", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  processMatchResult: vi.fn(),
+  recalculateAffectedLeagues: vi.fn(),
+}));
+vi.mock("~/services/discord", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  sendDiscordWebhook: vi.fn(),
+}));
+
+const params = { id: "season-1", eventId: "event-1" };
+
+const EVENT = {
+  id: "event-1",
+  name: "AFL Finals",
+  sportsSeasonId: "season-1",
+  isQualifyingEvent: false,
+  bracketTemplateId: "afl_10",
+};
+
+function request() {
+  const body = new FormData();
+  body.set("intent", "reseed-afl-semifinals");
+  return new Request("http://localhost/bracket", { method: "POST", body });
+}
+
+const run = () => action({ request: request(), params } as never);
+
+describe("reseed-afl-semifinals", () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+    vi.mocked(getScoringEventById).mockResolvedValue(EVENT as never);
+    vi.mocked(findParticipantsBySportsSeasonId).mockResolvedValue([
+      { id: "geelong", name: "Geelong Cats" },
+      { id: "adelaide", name: "Adelaide Crows" },
+    ] as never);
+  });
+
+  it("names the teams that moved", async () => {
+    vi.mocked(reseedAflSemiFinals).mockResolvedValue({
+      vacated: [1, 2],
+      filled: [
+        { matchNumber: 2, participantId: "adelaide" },
+        { matchNumber: 1, participantId: "geelong" },
+      ],
+    });
+
+    const result = await run();
+
+    expect(reseedAflSemiFinals).toHaveBeenCalledWith("event-1");
+    expect(result).toEqual({
+      success:
+        "Re-seeded the Semi-Finals: match 1 now hosts Geelong Cats, " +
+        "match 2 now hosts Adelaide Crows.",
+    });
+  });
+
+  it("reports a slot that was emptied without being refilled", async () => {
+    // Un-recording an Elimination Final result takes its winner back out of the semi.
+    vi.mocked(reseedAflSemiFinals).mockResolvedValue({
+      vacated: [1, 2],
+      filled: [{ matchNumber: 2, participantId: "adelaide" }],
+    });
+
+    expect(await run()).toEqual({
+      success:
+        "Re-seeded the Semi-Finals: match 1 is back to TBD, " +
+        "match 2 now hosts Adelaide Crows.",
+    });
+  });
+
+  it("says so when the pairings are already right", async () => {
+    vi.mocked(reseedAflSemiFinals).mockResolvedValue({ vacated: [], filled: [] });
+
+    expect(await run()).toEqual({
+      success: "Semi-Finals already match the Elimination Finals results — nothing to re-seed.",
+    });
+  });
+
+  it("scores nothing and announces nothing", async () => {
+    vi.mocked(reseedAflSemiFinals).mockResolvedValue({
+      vacated: [1, 2],
+      filled: [{ matchNumber: 1, participantId: "geelong" }],
+    });
+
+    await run();
+
+    expect(processMatchResult).not.toHaveBeenCalled();
+    expect(recalculateAffectedLeagues).not.toHaveBeenCalled();
+    expect(sendDiscordWebhook).not.toHaveBeenCalled();
+  });
+
+  it("refuses a bracket that is not an AFL finals bracket", async () => {
+    vi.mocked(getScoringEventById).mockResolvedValue({
+      ...EVENT,
+      bracketTemplateId: "nfl_14",
+    } as never);
+
+    expect(await run()).toEqual({
+      error: "This action only applies to AFL finals brackets",
+    });
+    expect(reseedAflSemiFinals).not.toHaveBeenCalled();
+  });
+
+  it("surfaces a refusal to re-seed a game that has been played", async () => {
+    vi.mocked(reseedAflSemiFinals).mockRejectedValue(
+      new Error("Semi-Finals match 1 already has a recorded result")
+    );
+
+    expect(await run()).toEqual({
+      error: "Semi-Finals match 1 already has a recorded result",
+    });
+  });
+});

app/routes/__tests__/admin.sports-seasons.bracket.reseed-afl.test.ts

@@ -0,0 +1,133 @@
+/**
+ * The Re-seed Wildcard Winners admin action.
+ *
+ * Advancement pairs the Wildcard winners with 5th and 6th by ladder position on every
+ * result, so this action exists for brackets advanced before that rule: their winners sit
+ * in the wrong Elimination Finals and nothing re-runs advancement, because a completed
+ * match cannot be re-submitted from the UI.
+ *
+ * It moves qualifier slots only — no scoring runs, so nothing reaches Discord.
+ */
+
+import { beforeEach, describe, expect, it, vi } from "vitest";
+import { reseedAflEliminationFinals } from "~/models/playoff-match";
+import { findParticipantsBySportsSeasonId } from "~/models/season-participant";
+import { getScoringEventById } from "~/models/scoring-event";
+import { processMatchResult, recalculateAffectedLeagues } from "~/models/scoring-calculator";
+import { sendDiscordWebhook } from "~/services/discord";
+import { action } from "../admin.sports-seasons.$id.events.$eventId.bracket.server";
+
+vi.mock("~/database/context", () => ({ database: vi.fn(() => ({})) }));
+vi.mock("~/models/scoring-event", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  getScoringEventById: vi.fn(),
+  isReadOnlySibling: vi.fn(() => false),
+}));
+vi.mock("~/models/playoff-match", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  reseedAflEliminationFinals: vi.fn(),
+}));
+vi.mock("~/models/season-participant", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  findParticipantsBySportsSeasonId: vi.fn(),
+}));
+vi.mock("~/models/scoring-calculator", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  processMatchResult: vi.fn(),
+  recalculateAffectedLeagues: vi.fn(),
+}));
+vi.mock("~/services/discord", async (importOriginal) => ({
+  ...(await importOriginal<object>()),
+  sendDiscordWebhook: vi.fn(),
+}));
+
+const params = { id: "season-1", eventId: "event-1" };
+
+const EVENT = {
+  id: "event-1",
+  name: "AFL Finals",
+  sportsSeasonId: "season-1",
+  isQualifyingEvent: false,
+  bracketTemplateId: "afl_10",
+};
+
+function request() {
+  const body = new FormData();
+  body.set("intent", "reseed-afl-wildcard");
+  return new Request("http://localhost/bracket", { method: "POST", body });
+}
+
+const run = () => action({ request: request(), params } as never);
+
+describe("reseed-afl-wildcard", () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+    vi.mocked(getScoringEventById).mockResolvedValue(EVENT as never);
+    vi.mocked(findParticipantsBySportsSeasonId).mockResolvedValue([
+      { id: "carlton", name: "Carlton Blues" },
+      { id: "bulldogs", name: "Western Bulldogs" },
+    ] as never);
+  });
+
+  it("names the teams that moved", async () => {
+    vi.mocked(reseedAflEliminationFinals).mockResolvedValue({
+      vacated: [1, 2],
+      filled: [
+        { matchNumber: 2, participantId: "bulldogs" },
+        { matchNumber: 1, participantId: "carlton" },
+      ],
+    });
+
+    const result = await run();
+
+    expect(reseedAflEliminationFinals).toHaveBeenCalledWith("event-1");
+    expect(result).toEqual({
+      success:
+        "Re-seeded the Elimination Finals: match 1 now hosts Carlton Blues, " +
+        "match 2 now hosts Western Bulldogs.",
+    });
+  });
+
+  it("says so when the pairings are already right", async () => {
+    vi.mocked(reseedAflEliminationFinals).mockResolvedValue({ vacated: [], filled: [] });
+
+    expect(await run()).toEqual({
+      success: "Elimination Finals already match the Wildcard results — nothing to re-seed.",
+    });
+  });
+
+  it("scores nothing and announces nothing", async () => {
+    vi.mocked(reseedAflEliminationFinals).mockResolvedValue({
+      vacated: [1, 2],
+      filled: [{ matchNumber: 1, participantId: "carlton" }],
+    });
+
+    await run();
+
+    expect(processMatchResult).not.toHaveBeenCalled();
+    expect(recalculateAffectedLeagues).not.toHaveBeenCalled();
+    expect(sendDiscordWebhook).not.toHaveBeenCalled();
+  });
+
+  it("refuses a bracket that is not an AFL finals bracket", async () => {
+    vi.mocked(getScoringEventById).mockResolvedValue({
+      ...EVENT,
+      bracketTemplateId: "nfl_14",
+    } as never);
+
+    expect(await run()).toEqual({
+      error: "This action only applies to AFL finals brackets",
+    });
+    expect(reseedAflEliminationFinals).not.toHaveBeenCalled();
+  });
+
+  it("surfaces a refusal to re-seed a game that has been played", async () => {
+    vi.mocked(reseedAflEliminationFinals).mockRejectedValue(
+      new Error("Elimination Finals match 1 already has a recorded result")
+    );
+
+    expect(await run()).toEqual({
+      error: "Elimination Finals match 1 already has a recorded result",
+    });
+  });
+});

app/routes/admin.sports-seasons.$id.elo-ratings.tsx

@@ -31,7 +31,7 @@ import {
   projectedWinsToElo,
 } from '~/services/probability-engine';
 import { runSportsSeasonSimulation } from '~/services/simulations/runner';
-import { getSportsSeasonSimulatorConfig } from '~/models/simulator';
+import { getParticipantSimulatorInputs, getSportsSeasonSimulatorConfig } from '~/models/simulator';
 
 // Simulator types that use worldRanking in addition to sourceElo
 const RANKING_SIMULATOR_TYPES = new Set(['darts_bracket', 'cs2_major_qualifying_points', 'college_hockey_bracket']);
@@ -80,14 +80,39 @@ export async function loader({ params }: Route.LoaderArgs) {
 
   const participants = await findParticipantsBySportsSeasonId(sportsSeasonId);
   const existingEVs = await getAllParticipantEVsForSeason(sportsSeasonId);
+  const simulatorInputs = await getParticipantSimulatorInputs(sportsSeasonId);
 
-  const existingData: Record<string, { elo: number | null; ranking: number | null }> = {};
+  // The projection a participant was actually saved with. Read it back verbatim:
-  for (const ev of existingEVs) {
+  // deriving the field from the stored Elo instead (as this page used to) shows the
-    existingData[ev.participantId] = {
+  // admin a different number than they typed, because wins → Elo rounds to an
-      elo: ev.sourceElo ?? null,
+  // integer Elo and a simulation run then re-resolves that Elo through the input
-      ranking: ev.worldRanking ?? null,
+  // policy (clamping, and blending in futures odds when a season has them).
+  const projectionsByParticipant = new Map(
+    simulatorInputs.map((input) => [
+      input.participantId,
+      { projectedWins: input.projectedWins, projectedTablePoints: input.projectedTablePoints },
+    ])
+  );
+
+  const existingData: Record<
+    string,
+    { elo: number | null; ranking: number | null; projectedWins: number | null; projectedTablePoints: number | null }
+  > = {};
+  for (const participant of participants) {
+    const projection = projectionsByParticipant.get(participant.id);
+    existingData[participant.id] = {
+      elo: null,
+      ranking: null,
+      projectedWins: projection?.projectedWins ?? null,
+      projectedTablePoints: projection?.projectedTablePoints ?? null,
     };
   }
+  for (const ev of existingEVs) {
+    const existing = existingData[ev.participantId];
+    if (!existing) continue;
+    existing.elo = ev.sourceElo ?? null;
+    existing.ranking = ev.worldRanking ?? null;
+  }
 
   const usesRanking = RANKING_SIMULATOR_TYPES.has(sportsSeason.sport?.simulatorType ?? '');
 
@@ -252,7 +277,16 @@ export default function AdminSportsSeasonEloRatings() {
     if (simulatorConfig) {
       participants.forEach(p => {
         const d = existingData[p.id];
-        if (d?.elo !== null && d?.elo !== undefined) {
+        // A stored projection is shown exactly as it was entered. Only fall back to
+        // deriving it from the Elo when this season has no projection saved (a
+        // season that has only ever had Elos entered still gets a useful starting
+        // point) — that derived value is lossy and must never overwrite a real one.
+        const stored = simulatorConfig.projectionInput === 'tablePoints'
+          ? d?.projectedTablePoints
+          : d?.projectedWins;
+        if (stored !== null && stored !== undefined) {
+          initial[p.id] = stored.toString();
+        } else if (d?.elo !== null && d?.elo !== undefined) {
           initial[p.id] = (simulatorConfig.projectionInput === 'tablePoints'
             ? eloToProjectedTablePoints(d.elo, simulatorConfig.seasonGames, simulatorConfig.parityFactor, simulatorConfig.averageOpponentElo)
             : eloToProjectedWins(d.elo, simulatorConfig.seasonGames, simulatorConfig.parityFactor, simulatorConfig.averageOpponentElo)
@@ -265,8 +299,8 @@ export default function AdminSportsSeasonEloRatings() {
 
   const [bulkText, setBulkText] = useState('');
   const [parseResults, setParseResults] = useState<{
-    matched: Array<{ participantId: string; name: string; elo: number | null; ranking: number | null; inputName: string }>;
+    matched: Array<{ participantId: string; name: string; elo: number | null; ranking: number | null; projection: number | null; inputName: string }>;
-    unmatched: Array<{ inputName: string; elo: number | null; ranking: number | null }>;
+    unmatched: Array<{ inputName: string; elo: number | null; ranking: number | null; projection: number | null }>;
   } | null>(null);
 
   function findParticipantMatch(inputName: string) {
@@ -291,8 +325,8 @@ export default function AdminSportsSeasonEloRatings() {
 
   function parseBulkText() {
     const lines = bulkText.split('\n');
-    const matched: Array<{ participantId: string; name: string; elo: number | null; ranking: number | null; inputName: string }> = [];
+    const matched: Array<{ participantId: string; name: string; elo: number | null; ranking: number | null; projection: number | null; inputName: string }> = [];
-    const unmatched: Array<{ inputName: string; elo: number | null; ranking: number | null }> = [];
+    const unmatched: Array<{ inputName: string; elo: number | null; ranking: number | null; projection: number | null }> = [];
     const seen = new Set<string>();
 
     for (const line of lines) {
@@ -315,9 +349,9 @@ export default function AdminSportsSeasonEloRatings() {
         const participant = findParticipantMatch(inputName);
         if (participant && !seen.has(participant.id)) {
           seen.add(participant.id);
-          matched.push({ participantId: participant.id, name: participant.name, elo, ranking: null, inputName });
+          matched.push({ participantId: participant.id, name: participant.name, elo, ranking: null, projection: projectedWins, inputName });
         } else if (!participant) {
-          unmatched.push({ inputName, elo, ranking: null });
+          unmatched.push({ inputName, elo, ranking: null, projection: projectedWins });
         }
       } else {
         const match = usesRanking
@@ -342,9 +376,9 @@ export default function AdminSportsSeasonEloRatings() {
         const participant = findParticipantMatch(inputName);
         if (participant && !seen.has(participant.id)) {
           seen.add(participant.id);
-          matched.push({ participantId: participant.id, name: participant.name, elo, ranking, inputName });
+          matched.push({ participantId: participant.id, name: participant.name, elo, ranking, projection: null, inputName });
         } else if (!participant) {
-          unmatched.push({ inputName, elo, ranking });
+          unmatched.push({ inputName, elo, ranking, projection: null });
         }
       }
     }
@@ -360,11 +394,11 @@ export default function AdminSportsSeasonEloRatings() {
     for (const m of parseResults.matched) {
       if (m.elo !== null) newElos[m.participantId] = m.elo.toString();
       if (m.ranking !== null) newRanks[m.participantId] = m.ranking.toString();
-      if (inputMode === 'projectedWins' && simulatorConfig && m.elo !== null) {
+      // The pasted number goes in as typed. Round-tripping it through the derived
-        newWins[m.participantId] = (simulatorConfig.projectionInput === 'tablePoints'
+      // Elo (as this used to) drifts it by up to half an Elo point — a pasted 95
-          ? eloToProjectedTablePoints(m.elo, simulatorConfig.seasonGames, simulatorConfig.parityFactor, simulatorConfig.averageOpponentElo)
+      // came back as 95.1 before anything was even saved.
-          : eloToProjectedWins(m.elo, simulatorConfig.seasonGames, simulatorConfig.parityFactor, simulatorConfig.averageOpponentElo)
+      if (inputMode === 'projectedWins' && m.projection !== null) {
-        ).toFixed(1);
+        newWins[m.participantId] = m.projection.toString();
       }
     }
     setEloValues(newElos);
@@ -489,7 +523,10 @@ Mark Selby, 2432`
                       <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; {m.elo !== null ? `Elo ${m.elo}` : 'No Elo'}
+                          {m.name} &rarr;{' '}
+                          {m.projection !== null
+                            ? `${m.projection} ${projectionUnit} (Elo ${m.elo})`
+                            : m.elo !== null ? `Elo ${m.elo}` : 'No Elo'}
                           {usesRanking && m.ranking !== null ? `, ${rankLabel} #${m.ranking}` : ''}
                         </span>
                       </div>
@@ -509,7 +546,9 @@ Mark Selby, 2432`
                       <div key={u.inputName} className="flex justify-between px-3 py-1.5">
                         <span>{u.inputName}</span>
                         <span className="font-medium">
-                          {u.elo !== null ? `Elo ${u.elo}` : 'No Elo'}
+                          {u.projection !== null
+                            ? `${u.projection} ${projectionUnit} (Elo ${u.elo})`
+                            : u.elo !== null ? `Elo ${u.elo}` : 'No Elo'}
                           {usesRanking && u.ranking !== null ? `, ${rankLabel} #${u.ranking}` : ''}
                         </span>
                       </div>
@@ -540,7 +579,7 @@ Mark Selby, 2432`
             </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.`
+                ? `Enter each team's projected total season ${projectionUnit} — the number you enter is stored as-is and re-derives the Elo on every run. Mid-season it is treated as a projected final total, so the simulation spreads the difference over the games still to play. Saving will run the simulation and update expected values.`
                 : usesRanking
                   ? `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.`}

app/routes/admin.sports-seasons.$id.events.$eventId.bracket.server.ts

@@ -16,6 +16,8 @@ import {
   findPlayoffMatchById,
   assignParticipantsToKnockout,
   doesLoserAdvance,
+  reseedAflEliminationFinals,
+  reseedAflSemiFinals,
 } from "~/models/playoff-match";
 import {
   createGame,
@@ -866,6 +868,101 @@ export async function action({ request, params }: Route.ActionArgs) {
     }
   }
 
+  // Re-seed the AFL Wildcard winners into the Elimination Finals they belong in.
+  // Advancement does this on every Wildcard result, so this is only needed for a
+  // bracket advanced before that rule existed: the winners sit in the wrong games and
+  // no admin action re-runs advancement (a completed match cannot be re-submitted).
+  if (intent === "reseed-afl-wildcard") {
+    try {
+      const event = await getScoringEventById(params.eventId);
+      if (!event) return { error: "Event not found" };
+      if (event.bracketTemplateId !== "afl_10") {
+        return { error: "This action only applies to AFL finals brackets" };
+      }
+
+      const participants = await findParticipantsBySportsSeasonId(params.id);
+      const nameOf = (id: string) => participants.find((p) => p.id === id)?.name ?? id;
+
+      const reseed = await reseedAflEliminationFinals(params.eventId);
+      if (reseed.vacated.length === 0 && reseed.filled.length === 0) {
+        return {
+          success:
+            "Elimination Finals already match the Wildcard results — nothing to re-seed.",
+        };
+      }
+
+      // Only the qualifier slots move, so there is nothing to re-score: no placement,
+      // score or elimination changes, and so nothing to announce.
+      const moves = reseed.filled
+        .toSorted((a, b) => a.matchNumber - b.matchNumber)
+        .map((slot) => `match ${slot.matchNumber} now hosts ${nameOf(slot.participantId)}`)
+        .join(", ");
+
+      return {
+        success: `Re-seeded the Elimination Finals: ${moves}.`,
+      };
+    } catch (error) {
+      logger.error("Error re-seeding AFL Wildcard winners:", error);
+      return {
+        error:
+          error instanceof Error ? error.message : "Failed to re-seed the Elimination Finals",
+      };
+    }
+  }
+
+  // Put the Elimination Final winners in the Semi-Finals they belong in. Elimination
+  // Final n feeds Semi-Final n, but brackets advanced before that was fixed crossed the
+  // two winners, and no admin action re-runs advancement (a completed match cannot be
+  // re-submitted).
+  if (intent === "reseed-afl-semifinals") {
+    try {
+      const event = await getScoringEventById(params.eventId);
+      if (!event) return { error: "Event not found" };
+      if (event.bracketTemplateId !== "afl_10") {
+        return { error: "This action only applies to AFL finals brackets" };
+      }
+
+      const participants = await findParticipantsBySportsSeasonId(params.id);
+      const nameOf = (id: string) => participants.find((p) => p.id === id)?.name ?? id;
+
+      const reseed = await reseedAflSemiFinals(params.eventId);
+      if (reseed.vacated.length === 0 && reseed.filled.length === 0) {
+        return {
+          success:
+            "Semi-Finals already match the Elimination Finals results — nothing to re-seed.",
+        };
+      }
+
+      // Only the qualifier slots move, so there is nothing to re-score: no placement,
+      // score or elimination changes, and so nothing to announce.
+      //
+      // A slot can be vacated without being refilled — un-recording an Elimination Final
+      // result takes its winner back out — so report those too rather than rendering an
+      // empty list.
+      const filled = reseed.filled.map((slot) => ({
+        matchNumber: slot.matchNumber,
+        text: `match ${slot.matchNumber} now hosts ${nameOf(slot.participantId)}`,
+      }));
+      const emptied = reseed.vacated
+        .filter((matchNumber) => !reseed.filled.some((slot) => slot.matchNumber === matchNumber))
+        .map((matchNumber) => ({ matchNumber, text: `match ${matchNumber} is back to TBD` }));
+      const moves = [...filled, ...emptied]
+        .toSorted((a, b) => a.matchNumber - b.matchNumber)
+        .map((move) => move.text)
+        .join(", ");
+
+      return {
+        success: `Re-seeded the Semi-Finals: ${moves}.`,
+      };
+    } catch (error) {
+      logger.error("Error re-seeding AFL Elimination Finals winners:", error);
+      return {
+        error:
+          error instanceof Error ? error.message : "Failed to re-seed the Semi-Finals",
+      };
+    }
+  }
+
   if (intent === "reprocess-bracket") {
     try {
       const event = await getScoringEventById(params.eventId);

app/routes/admin.sports-seasons.$id.events.$eventId.bracket.tsx

@@ -613,6 +613,56 @@ export default function EventBracket({
             </Card>
           )}
 
+          {/* Re-seed AFL Wildcard winners. Advancement pairs them by ladder position on
+              every Wildcard result, so this is only for a bracket advanced before that
+              rule existed — a completed match cannot be re-submitted to re-run it. */}
+          {event.bracketTemplateId === "afl_10" && matches.length > 0 && (
+            <Card>
+              <CardHeader>
+                <CardTitle>Re-seed Wildcard Winners</CardTitle>
+                <CardDescription>
+                  Pair the Elimination Finals by ladder position: 5th hosts the
+                  lower-ranked Wildcard winner and 6th the higher-ranked one. Only moves
+                  the qualifier slots — no results, scores or placements change, and
+                  nothing is announced. Does nothing if the pairings are already right.
+                </CardDescription>
+              </CardHeader>
+              <CardContent>
+                <Form method="post">
+                  <input type="hidden" name="intent" value="reseed-afl-wildcard" />
+                  <Button type="submit" variant="outline">
+                    Re-seed Wildcard Winners
+                  </Button>
+                </Form>
+              </CardContent>
+            </Card>
+          )}
+
+          {/* Fix the Semi-Final pairings. Elimination Final n feeds Semi-Final n, but
+              brackets advanced before that was fixed crossed the two winners, and no
+              admin action re-runs advancement. */}
+          {event.bracketTemplateId === "afl_10" && matches.length > 0 && (
+            <Card>
+              <CardHeader>
+                <CardTitle>Fix Semi-Final Pairings</CardTitle>
+                <CardDescription>
+                  Feed each Elimination Final into the Semi-Final it belongs to: EF1
+                  winner into SF1 and EF2 winner into SF2. Only moves the qualifier slots
+                  — no results, scores or placements change, and nothing is announced.
+                  Does nothing if the pairings are already right.
+                </CardDescription>
+              </CardHeader>
+              <CardContent>
+                <Form method="post">
+                  <input type="hidden" name="intent" value="reseed-afl-semifinals" />
+                  <Button type="submit" variant="outline">
+                    Fix Semi-Final Pairings
+                  </Button>
+                </Form>
+              </CardContent>
+            </Card>
+          )}
+
           {/* Clear Bracket - the only escape hatch for a mis-seeded bracket. Nothing else
               can rewrite a match's participants, so a wrong seeding has to be torn down
               and rebuilt via the setup form below, which reappears once this runs. */}

app/routes/admin.sports-seasons.$id.simulator.helpers.ts

@@ -0,0 +1,86 @@
+/**
+ * Pure helpers for the Simulator Setup page, split out so they can be unit tested
+ * without pulling the route's server-only imports into the test.
+ */
+
+import type {
+  BaseEloKey,
+  ResolvedRating,
+  ResolvedSourceElo,
+} from "~/services/simulations/input-policy";
+
+/**
+ * Short badge text for how a participant's Elo or rating was produced, or null for a
+ * directly entered one — the unremarkable case, which needs no badge.
+ *
+ * The preview table needs this because a generated value is deliberately hidden from
+ * `getParticipantSimulatorInputs`, so without the resolved value plus this label the
+ * row reads as "nothing saved" and a projection losing to a raw Elo is invisible.
+ *
+ * Every remaining method is a missing-input fallback (`fallbackElo`,
+ * `fallbackRating`, `averageKnown`, `worstKnownMinus`, `block`), which all read the
+ * same way to an admin: this participant had nothing usable of its own.
+ */
+export function resolvedInputMethodLabel(
+  method: ResolvedSourceElo["method"] | ResolvedRating["method"]
+): string | null {
+  switch (method) {
+    case "direct":
+      return null;
+    case "projectedWins":
+    case "projectedTablePoints":
+      return "from projections";
+    case "sourceOdds":
+      return "from futures";
+    case "blend":
+      return "blended";
+    default:
+      return "fallback";
+  }
+}
+
+/**
+ * Method flag for a bulk-input row that carries a projection instead of an Elo, or
+ * undefined when the row says nothing about how its Elo was produced.
+ *
+ * A row supplying a projection but no explicit Elo means "derive the Elo from this
+ * projection". Stamping the flag marks whatever Elo is already stored as generated,
+ * so `getParticipantSimulatorInputs` hides it and `resolveSourceElos` re-derives
+ * from the projection — without it, the non-destructive upsert leaves a stale
+ * hand-entered Elo in place, and that Elo wins the `baseEloPriority` race so the
+ * projection is written to the database and then ignored on every run.
+ *
+ * Returning undefined (rather than an empty object) matters: the upsert only
+ * preserves existing metadata, and clears a stale flag for a fresh direct Elo, when
+ * the incoming metadata is null.
+ */
+export function projectionMethodMetadata(
+  sourceElo: number | undefined,
+  projectedWins: number | undefined,
+  projectedTablePoints: number | undefined
+): Record<string, unknown> | undefined {
+  if (sourceElo !== undefined) return undefined;
+  if (projectedWins !== undefined) return { sourceEloMethod: "projectedWins" };
+  if (projectedTablePoints !== undefined) return { sourceEloMethod: "projectedTablePoints" };
+  return undefined;
+}
+
+/**
+ * Translate the Base Elo Source select into a full `baseEloPriority` list. Only the
+ * head of the list is user-facing (raw Elo vs. projections); the remaining keys keep
+ * their existing relative order so a season that already has a custom ordering is
+ * not silently flattened.
+ */
+export function parseBaseEloPriorityChoice(
+  value: FormDataEntryValue | null,
+  current: BaseEloKey[]
+): BaseEloKey[] {
+  // The select only renders for simulators that can derive Elo from a projection.
+  // When it was not on the form there is no choice to apply, so keep what is stored
+  // rather than silently rewriting the season's ordering.
+  if (value === null) return current;
+  const projections = current.filter((key) => key !== "sourceElo");
+  return value === "projectionsFirst"
+    ? [...projections, "sourceElo"]
+    : ["sourceElo", ...projections];
+}

app/routes/admin.sports-seasons.$id.simulator.tsx

@@ -32,10 +32,17 @@ import {
 } from "~/services/simulations/manifest";
 import {
   getSimulatorInputPolicy,
+  resolveRatings,
+  resolveSourceElos,
   type MissingEloStrategy,
   type MissingRatingStrategy,
 } from "~/services/simulations/input-policy";
 import { runSportsSeasonSimulation } from "~/services/simulations/runner";
+import {
+  parseBaseEloPriorityChoice,
+  projectionMethodMetadata,
+  resolvedInputMethodLabel,
+} from "./admin.sports-seasons.$id.simulator.helpers";
 
 export function meta({ data }: Route.MetaArgs): Route.MetaDescriptors {
   return [{ title: `Simulator Setup - ${data?.sportsSeason?.name ?? "Sports Season"} - Brackt Admin` }];
@@ -75,13 +82,64 @@ export async function loader({ params }: Route.LoaderArgs) {
     ...config.profile.requiredInputs,
     ...config.profile.optionalInputs,
   ]);
+
+  // The Elo each participant will actually run with, and which source produced it.
+  // Without this the preview is misleading: getParticipantSimulatorInputs blanks a
+  // generated Elo (so it is re-derived rather than frozen), which reads as "nothing
+  // saved" — and a raw Elo silently beating a projection is invisible.
+  //
+  // Keyed off `relevantInputs`, not requiredInputs: the preview renders these
+  // columns solely from these maps, so gating on "required" would blank a stored
+  // value for every simulator that treats the input as optional (playoff_bracket
+  // and ncaam_bracket for Elo, golf_qualifying_points for rating).
+  const resolvedEloRows = Object.fromEntries(
+    relevantInputs.has("sourceElo")
+      ? [...resolveSourceElos(inputs, config.profile, config.config).values()].map((resolved) => [
+          resolved.participantId,
+          { sourceElo: resolved.sourceElo, method: resolved.method },
+        ])
+      : []
+  );
+  // Same for ratings, which are blanked by the same rule when generated. The
+  // preview's "missing a required input" marker reads both, so it agrees with
+  // readiness instead of flagging every participant a projection resolved.
+  const resolvedRatingRows = Object.fromEntries(
+    relevantInputs.has("rating")
+      ? [...resolveRatings(inputs, config.profile, config.config).values()].map((resolved) => [
+          resolved.participantId,
+          { rating: resolved.rating, method: resolved.method },
+        ])
+      : []
+  );
   const inputColumns = DISPLAY_INPUT_ORDER.filter((key) => relevantInputs.has(key)).map((key) => ({
     key,
     label: simulatorInputLabel(key),
     required: config.profile.requiredInputs.includes(key),
   }));
 
-  return { sportsSeason, participants, config, inputRows, readiness, inputPolicy, inputColumns };
+  // The projection this simulator can derive Elo from, labelled here for the same
+  // reason as inputColumns: calling simulatorInputLabel from the rendered component
+  // would pull the manifest (and through it the registry and every simulator) into
+  // the client bundle.
+  const projectionEloKey = (config.profile.derivableInputs?.sourceElo ?? []).find(
+    (key) => key === "projectedWins" || key === "projectedTablePoints"
+  );
+  const projectionEloOption = projectionEloKey
+    ? { key: projectionEloKey, label: simulatorInputLabel(projectionEloKey) }
+    : null;
+
+  return {
+    sportsSeason,
+    participants,
+    config,
+    inputRows,
+    readiness,
+    inputPolicy,
+    inputColumns,
+    resolvedEloRows,
+    resolvedRatingRows,
+    projectionEloOption,
+  };
 }
 
 interface ActionData {
@@ -124,6 +182,7 @@ const HONORED_ENGINE_KNOBS = new Set([
   "baseDrawRate",
   "drawDecay",
   "ratingScaleFactor",
+  "projectedWinsWeight",
 ]);
 
 function parseOptionalNumber(value: string | undefined): number | null {
@@ -232,17 +291,28 @@ function parseInputCsv(
       continue;
     }
 
+    const sourceElo = parseOptionalNumber(cols[indexes.get("sourceElo") ?? -1]) ?? undefined;
+    const projectedWins = parseOptionalNumber(cols[indexes.get("projectedWins") ?? -1]) ?? undefined;
+    const projectedTablePoints = parseOptionalNumber(cols[indexes.get("projectedTablePoints") ?? -1]) ?? undefined;
+
     inputs.push({
       participantId,
       sportsSeasonId,
-      sourceElo: parseOptionalNumber(cols[indexes.get("sourceElo") ?? -1]) ?? undefined,
+      sourceElo,
       sourceOdds: parseOptionalNumber(cols[indexes.get("sourceOdds") ?? -1]) ?? undefined,
       worldRanking: parseOptionalNumber(cols[indexes.get("worldRanking") ?? -1]) ?? undefined,
       rating: parseOptionalNumber(cols[indexes.get("rating") ?? -1]) ?? undefined,
-      projectedWins: parseOptionalNumber(cols[indexes.get("projectedWins") ?? -1]) ?? undefined,
+      projectedWins,
-      projectedTablePoints: parseOptionalNumber(cols[indexes.get("projectedTablePoints") ?? -1]) ?? undefined,
+      projectedTablePoints,
       seed: parseOptionalNumber(cols[indexes.get("seed") ?? -1]) ?? undefined,
       region: cols[indexes.get("region") ?? -1] || undefined,
+      // A row that supplies a projection but no explicit Elo means "derive the Elo
+      // from this projection". Stamping the method flag marks whatever Elo is
+      // already stored as generated, so getParticipantSimulatorInputs hides it and
+      // resolveSourceElos re-derives from the projection instead of letting a stale
+      // Elo win the baseEloPriority race. Mirrors the Elo Ratings page's
+      // projections mode.
+      metadata: projectionMethodMetadata(sourceElo, projectedWins, projectedTablePoints),
     });
   }
 
@@ -312,6 +382,7 @@ export async function action({ request, params }: Route.ActionArgs): Promise<Act
         ...currentPolicy,
         missingEloStrategy: parseMissingEloStrategy(formData.get("missingEloStrategy")),
         missingRatingStrategy: parseMissingRatingStrategy(formData.get("missingRatingStrategy")),
+        baseEloPriority: parseBaseEloPriorityChoice(formData.get("baseEloPriority"), currentPolicy.baseEloPriority),
         // Stored as-is; getSimulatorInputPolicy clamps to [0,1] on read.
         oddsWeight: parsePolicyNumber(formData, "oddsWeight", currentPolicy.oddsWeight),
         fallbackElo: parsePolicyNumber(formData, "fallbackElo", currentPolicy.fallbackElo),
@@ -384,6 +455,7 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
   const isSubmitting = navigation.state === "submitting";
   const setupSections = config.profile.setupSections;
   const sourceEloAlternatives = config.profile.derivableInputs?.sourceElo ?? [];
+  const projectionsOutrankElo = inputPolicy.baseEloPriority[0] !== "sourceElo";
   const ratingAlternatives = config.profile.derivableInputs?.rating ?? [];
   const showsInputPolicy =
     config.profile.requiredInputs.includes("sourceElo") || config.profile.requiredInputs.includes("rating");
@@ -397,7 +469,7 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
 
   // Preview columns are resolved server-side in the loader (see note there) and
   // arrive as plain data, so this client component never imports the manifest.
-  const { inputColumns } = loaderData;
+  const { inputColumns, resolvedEloRows, resolvedRatingRows, projectionEloOption } = loaderData;
   const requiredInputs = config.profile.requiredInputs;
   const gridTemplate = `2fr repeat(${Math.max(inputColumns.length, 1)}, 1fr)`;
   // For this sport the inputs live on a dedicated page, not the shared bulk paste.
@@ -409,8 +481,17 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
           : null)
     : null;
 
-  const isRowIncomplete = (input: (typeof inputRows)[number]["input"]) =>
+  // A required Elo/rating counts as present when the input policy resolves one,
-    requiredInputs.some((key) => input?.[key] === null || input?.[key] === undefined);
+  // not only when it is stored directly: getParticipantSimulatorInputs deliberately
+  // blanks a generated value so it is re-derived each run, so reading the raw input
+  // alone would mark every projection-configured participant as missing.
+  const isRowIncomplete = (participantId: string, input: (typeof inputRows)[number]["input"]) =>
+    requiredInputs.some((key) => {
+      if (input?.[key] !== null && input?.[key] !== undefined) return false;
+      if (key === "sourceElo") return resolvedEloRows[participantId] === undefined;
+      if (key === "rating") return resolvedRatingRows[participantId] === undefined;
+      return true;
+    });
 
   const [search, setSearch] = useState("");
   const [onlyMissing, setOnlyMissing] = useState(false);
@@ -420,11 +501,11 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
     const normalizedSearch = normalizeName(search);
     return inputRows.filter(({ participant, input }) => {
       if (normalizedSearch && !normalizeName(participant.name).includes(normalizedSearch)) return false;
-      if (onlyMissing && !isRowIncomplete(input)) return false;
+      if (onlyMissing && !isRowIncomplete(participant.id, input)) return false;
       return true;
     });
     // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [inputRows, search, onlyMissing, requiredInputs]);
+  }, [inputRows, search, onlyMissing, requiredInputs, resolvedEloRows, resolvedRatingRows]);
 
   const totalPages = Math.max(1, Math.ceil(filteredRows.length / PARTICIPANT_PAGE_SIZE));
   const safePage = Math.min(page, totalPages - 1);
@@ -582,6 +663,26 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
                       this Elo — they are not blended again per game.
                     </p>
                   </div>
+                  {projectionEloOption && (
+                    <div className="space-y-2 md:col-span-5">
+                      <Label htmlFor="baseEloPriority">Base Elo Source</Label>
+                      <select
+                        id="baseEloPriority"
+                        name="baseEloPriority"
+                        className="h-9 w-full rounded-md border bg-background px-3 text-sm"
+                        defaultValue={projectionsOutrankElo ? "projectionsFirst" : "eloFirst"}
+                      >
+                        <option value="eloFirst">Entered Elo first, then {projectionEloOption.label}</option>
+                        <option value="projectionsFirst">{projectionEloOption.label} first, then entered Elo</option>
+                      </select>
+                      <p className="text-xs text-muted-foreground">
+                        Raw Elo and projections are substitutes — the first one a participant has wins, and
+                        the other is ignored (futures odds are separate and blend on top via the weight above).
+                        Pick <strong>{projectionEloOption.label} first</strong> when projections are
+                        the source of truth for this season and a previously entered Elo should not override them.
+                      </p>
+                    </div>
+                  )}
                   {config.profile.requiredInputs.includes("sourceElo") && (
                     <>
                       <div className="space-y-2 md:col-span-2">
@@ -771,7 +872,7 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
               </div>
             ) : (
               pageRows.map(({ participant, input }) => {
-                const incomplete = isRowIncomplete(input);
+                const incomplete = isRowIncomplete(participant.id, input);
                 return (
                   <div
                     key={participant.id}
@@ -784,6 +885,34 @@ export default function AdminSportsSeasonSimulator({ loaderData }: Route.Compone
                     </div>
                     {inputColumns.length > 0 ? (
                       inputColumns.map((column) => {
+                        if (column.key === "sourceElo") {
+                          const resolved = resolvedEloRows[participant.id];
+                          const methodLabel = resolved ? resolvedInputMethodLabel(resolved.method) : null;
+                          return (
+                            <div key={column.key} className="flex items-center gap-1.5">
+                              {resolved ? resolved.sourceElo : "—"}
+                              {methodLabel && (
+                                <Badge variant="outline" className="text-[10px] font-normal">
+                                  {methodLabel}
+                                </Badge>
+                              )}
+                            </div>
+                          );
+                        }
+                        if (column.key === "rating") {
+                          const resolved = resolvedRatingRows[participant.id];
+                          const methodLabel = resolved ? resolvedInputMethodLabel(resolved.method) : null;
+                          return (
+                            <div key={column.key} className="flex items-center gap-1.5">
+                              {resolved ? resolved.rating : "—"}
+                              {methodLabel && (
+                                <Badge variant="outline" className="text-[10px] font-normal">
+                                  {methodLabel}
+                                </Badge>
+                              )}
+                            </div>
+                          );
+                        }
                         const value = input?.[column.key];
                         return <div key={column.key}>{typeof value === "number" || typeof value === "string" ? value : "—"}</div>;
                       })

app/services/simulations/__tests__/afl-simulator.test.ts

@@ -5,6 +5,7 @@ import {
   eloWinProbability,
   AFLSimulator,
   readAflBracketSeeds,
+  simAFLFinals,
   type BracketMatch,
 } from "../afl-simulator";
 import { DEFAULT_SCORING_RULES } from "~/lib/scoring-types";
@@ -623,3 +624,78 @@ describe("readAflBracketSeeds", () => {
     expect(() => readAflBracketSeeds(matches, teamsById as never)).toThrow(/not in this sports season/);
   });
 });
+
+// ─── simAFLFinals ─────────────────────────────────────────────────────────────
+
+describe("simAFLFinals bracket pathways", () => {
+  const finalists = Array.from({ length: 10 }, (_, i) => ({
+    id: `s${i + 1}`,
+    name: `s${i + 1}`,
+    elo: 1500,
+    currentWins: 0,
+    remainingGames: 0,
+    winProb: 0.5,
+  }));
+
+  /**
+   * Play the finals with the Wildcard Round forced to the given winners (every other
+   * game goes to whoever was routed in first), and report who met whom.
+   */
+  function pairingsWith(wc1Winner: string, wc2Winner: string): Map<string, [string, string]> {
+    const pairings = new Map<string, [string, string]>();
+    const play = (
+      round: string,
+      matchNumber: number,
+      t1: { id: string },
+      t2: { id: string }
+    ) => {
+      pairings.set(`${round}#${matchNumber}`, [t1.id, t2.id]);
+      if (round === "Wildcard Round") {
+        const forced = matchNumber === 1 ? wc1Winner : wc2Winner;
+        return t1.id === forced ? { winner: t1, loser: t2 } : { winner: t2, loser: t1 };
+      }
+      return { winner: t1, loser: t2 };
+    };
+
+    simAFLFinals(finalists as never, play as never);
+    return pairings;
+  }
+
+  it("draws the Wildcard Round 7v10 and 8v9", () => {
+    const pairings = pairingsWith("s7", "s8");
+    expect(pairings.get("Wildcard Round#1")).toEqual(["s7", "s10"]);
+    expect(pairings.get("Wildcard Round#2")).toEqual(["s8", "s9"]);
+  });
+
+  it.each([
+    { wc1: "s7", wc2: "s8", ef1: "s8", ef2: "s7" },
+    { wc1: "s7", wc2: "s9", ef1: "s9", ef2: "s7" },
+    // 10th beating 7th is where a fixed crossover misfires: it would send 10th to 6th
+    // and leave 5th with the stronger survivor.
+    { wc1: "s10", wc2: "s8", ef1: "s10", ef2: "s8" },
+    { wc1: "s10", wc2: "s9", ef1: "s10", ef2: "s9" },
+  ])(
+    "pairs 5th with $ef1 and 6th with $ef2 when $wc1 and $wc2 win through",
+    ({ wc1, wc2, ef1, ef2 }) => {
+      const pairings = pairingsWith(wc1, wc2);
+      expect(pairings.get("Elimination Finals#1")).toEqual(["s5", ef1]);
+      expect(pairings.get("Elimination Finals#2")).toEqual(["s6", ef2]);
+    }
+  );
+
+  // The pathway out of the Elimination Finals is fixed (EF n → SF n) — unlike the
+  // Wildcard Round's re-seed. The crossover lands a round later, at the Prelims, so a
+  // Qualifying Final loser cannot meet the side that just beat it. `play` here hands
+  // every non-Wildcard game to participant1, so QF1 sends s1 through and s4 down.
+  it("feeds each Elimination Final into the Semi-Final of the same number", () => {
+    const pairings = pairingsWith("s7", "s8");
+    expect(pairings.get("Semi-Finals#1")).toEqual(["s4", "s5"]);
+    expect(pairings.get("Semi-Finals#2")).toEqual(["s3", "s6"]);
+  });
+
+  it("crosses the Semi-Final winners over into the Preliminary Finals", () => {
+    const pairings = pairingsWith("s7", "s8");
+    expect(pairings.get("Preliminary Finals#1")).toEqual(["s1", "s3"]);
+    expect(pairings.get("Preliminary Finals#2")).toEqual(["s2", "s4"]);
+  });
+});

app/services/simulations/__tests__/input-policy.test.ts

@@ -26,6 +26,33 @@ describe("simulator input policy", () => {
     expect(resolved.get("team-1")).toMatchObject({ sourceElo: 1600, method: "direct" });
   });
 
+  it("puts projections ahead of a stored Elo when baseEloPriority says so", () => {
+    // The season-level escape hatch for "projections are the source of truth here":
+    // without it a stale hand-entered Elo silently beats a fresh projection.
+    const resolved = resolveSourceElos(
+      [{ participantId: "team-1", sourceElo: 1600, rating: null, sourceOdds: null, projectedWins: 60, projectedTablePoints: null }],
+      profile,
+      { seasonGames: 82, parityFactor: 400, inputPolicy: { baseEloPriority: ["projectedWins", "sourceElo"] } }
+    );
+
+    expect(resolved.get("team-1")?.method).toBe("projectedWins");
+    expect(resolved.get("team-1")?.sourceElo).not.toBe(1600);
+  });
+
+  it("still falls back to the stored Elo for participants without a projection", () => {
+    const resolved = resolveSourceElos(
+      [
+        { participantId: "projected", sourceElo: 1600, rating: null, sourceOdds: null, projectedWins: 60, projectedTablePoints: null },
+        { participantId: "elo-only", sourceElo: 1600, rating: null, sourceOdds: null, projectedWins: null, projectedTablePoints: null },
+      ],
+      profile,
+      { seasonGames: 82, parityFactor: 400, inputPolicy: { baseEloPriority: ["projectedWins", "sourceElo"] } }
+    );
+
+    expect(resolved.get("projected")?.method).toBe("projectedWins");
+    expect(resolved.get("elo-only")).toMatchObject({ sourceElo: 1600, method: "direct" });
+  });
+
   it("derives Elo from projected wins when Elo is missing", () => {
     const resolved = resolveSourceElos(
       [{ participantId: "team-1", sourceElo: null, rating: null, sourceOdds: null, projectedWins: 60, projectedTablePoints: null }],

app/services/simulations/__tests__/mlb-simulator.test.ts

@@ -7,6 +7,8 @@ import {
   rawWinRateFromElo,
   rdifWinProbability,
   eloToRDif,
+  projectionForSeeding,
+  seedingWinRateFor,
   sampleBinomial,
   simBo3,
   simBo5,
@@ -281,8 +283,8 @@ describe("sampleBinomial", () => {
 
 // ─── Series simulators ────────────────────────────────────────────────────────
 
-const teamA = { id: "a", name: "Team A", data: undefined, currentWins: 0, remainingGames: 0 };
+const teamA = { id: "a", name: "Team A", data: undefined, currentWins: 0, remainingGames: 0, projectedWins: null };
-const teamB = { id: "b", name: "Team B", data: undefined, currentWins: 0, remainingGames: 0 };
+const teamB = { id: "b", name: "Team B", data: undefined, currentWins: 0, remainingGames: 0, projectedWins: null };
 const alwaysA  = () => 1.0; // team A always wins each game
 const alwaysB  = () => 0.0; // team B always wins each game
 const coinFlip = () => 0.5;
@@ -346,9 +348,159 @@ describe("eloToRDif", () => {
     expect(eloToRDif(1600)).toBeCloseTo(-eloToRDif(1400), 5);
   });
 
-  it("round-trips through winRateFromRDif: winRate(eloToRDif(elo)) ≈ eloWinProb(elo, 1500)", () => {
+  it("lands on the same run-differential scale as the hardcoded TEAMS_DATA rdif", () => {
-    const elo = 1620;
+    // 95 projected wins out of 162 → Elo ≈ 1561. On the TEAMS_DATA scale that is a
-    const expectedWinRate = 1 / (1 + Math.pow(10, (1500 - elo) / 400));
+    // ~+140 run differential, right alongside the Dodgers' hardcoded +137 — not the
-    expect(winRateFromRDif(eloToRDif(elo))).toBeCloseTo(expectedWinRate, 4);
+    // ~+686 the old RDIF_DIVISOR scaling produced.
+    const winRate = 95 / 162;
+    const elo = 1500 - 400 * Math.log10((1 - winRate) / winRate);
+    expect(eloToRDif(elo)).toBeGreaterThan(120);
+    expect(eloToRDif(elo)).toBeLessThan(160);
+  });
+
+  it("is compressed by winRateFromRDif for playoff matchups, like a hardcoded rdif", () => {
+    // The whole point of RDIF_DIVISOR: playoff series are near coin-flips between
+    // playoff-calibre teams. An Elo-rated team must not skip that compression.
+    const winRate = 95 / 162;
+    const elo = 1500 - 400 * Math.log10((1 - winRate) / winRate);
+    const playoffRate = winRateFromRDif(eloToRDif(elo));
+    expect(playoffRate).toBeCloseTo(0.517, 2);
+    // Strictly compressed relative to the team's raw season win rate.
+    expect(playoffRate).toBeLessThan(rawWinRateFromElo(elo));
+  });
+
+  it("agrees with the hardcoded rdif path for a team of equivalent strength", () => {
+    // Dodgers: hardcoded +137. An Elo carrying the same seeding win rate should
+    // produce a comparable playoff win rate rather than a wildly more dominant one.
+    const dodgers = getTeamData("Los Angeles Dodgers");
+    const eloEquivalent = 1500 + 400 * Math.log10(
+      rawWinRateFromRDif(dodgers?.rdif ?? 0) / (1 - rawWinRateFromRDif(dodgers?.rdif ?? 0))
+    );
+    expect(winRateFromRDif(eloToRDif(eloEquivalent))).toBeCloseTo(
+      winRateFromRDif(dodgers?.rdif ?? 0),
+      3
+    );
+  });
+});
+
+// ─── seedingWinRateFor ────────────────────────────────────────────────────────
+
+describe("seedingWinRateFor", () => {
+  const eloRate = 95 / 162; // ≈ 0.5864 — the rate a 95-win projection implies
+
+  it("is a no-op pre-season: the target equals the Elo-implied rate", () => {
+    expect(seedingWinRateFor(eloRate, 95, 0, 162)).toBeCloseTo(eloRate, 6);
+  });
+
+  it("spreads the shortfall over the remaining games mid-season", () => {
+    // 60-50 and projected for 95: 35 wins needed in 52 games ≈ .673, well above the
+    // .586 the season-long Elo implies. Without this the sim finishes around 90.5.
+    expect(seedingWinRateFor(eloRate, 95, 60, 52)).toBeCloseTo(35 / 52, 6);
+  });
+
+  it("reaches the projection in expectation", () => {
+    const currentWins = 60;
+    const remaining = 52;
+    const rate = seedingWinRateFor(eloRate, 95, currentWins, remaining);
+    expect(currentWins + rate * remaining).toBeCloseTo(95, 6);
+  });
+
+  it("falls back to the Elo rate once a team has passed its projection", () => {
+    // Clamping to a floor instead would simulate a 96-40 team to go 0-26 for the
+    // rest of the season and drop out of the field. The projection is stale, so it
+    // is dropped rather than obeyed.
+    expect(seedingWinRateFor(eloRate, 95, 96, 26)).toBe(eloRate);
+  });
+
+  it("falls back to the Elo rate when a team has exactly met its projection", () => {
+    expect(seedingWinRateFor(eloRate, 95, 95, 26)).toBe(eloRate);
+  });
+
+  it("falls back to the Elo rate when the projection is unreachable", () => {
+    // 40-70 projected for 95 needs better than 1.000 — the mirror image of the
+    // case above, and dropped for the same reason.
+    expect(seedingWinRateFor(eloRate, 95, 40, 52)).toBe(eloRate);
+  });
+
+  it("falls back to the Elo rate when the target is exactly 1.000", () => {
+    expect(seedingWinRateFor(eloRate, 95, 43, 52)).toBe(eloRate);
+  });
+
+  it("keeps a target just inside the reachable range", () => {
+    expect(seedingWinRateFor(eloRate, 95, 94, 26)).toBeCloseTo(1 / 26, 6);
+  });
+
+  it("clamps a weight above 1 rather than extrapolating past the target", () => {
+    const target = 35 / 52;
+    expect(seedingWinRateFor(eloRate, 95, 60, 52, 3)).toBeCloseTo(target, 6);
+    expect(seedingWinRateFor(eloRate, 95, 60, 52, 3)).toBe(
+      seedingWinRateFor(eloRate, 95, 60, 52, 1)
+    );
+  });
+
+  it("never returns a rate outside (0, 1) for any weight", () => {
+    for (const weight of [0.25, 0.5, 0.75, 1, 5]) {
+      for (const [current, remaining] of [[0, 162], [60, 52], [94, 26], [10, 152]]) {
+        const rate = seedingWinRateFor(eloRate, 95, current, remaining, weight);
+        expect(rate).toBeGreaterThan(0);
+        expect(rate).toBeLessThan(1);
+      }
+    }
+  });
+
+  it("falls back to the Elo rate with no projection", () => {
+    expect(seedingWinRateFor(eloRate, null, 60, 52)).toBe(eloRate);
+  });
+
+  it("falls back to the Elo rate when the season is over", () => {
+    expect(seedingWinRateFor(eloRate, 95, 95, 0)).toBe(eloRate);
+  });
+
+  it("falls back to the Elo rate at weight 0", () => {
+    expect(seedingWinRateFor(eloRate, 95, 60, 52, 0)).toBe(eloRate);
+  });
+
+  it("blends target and Elo rate at an intermediate weight", () => {
+    const target = 35 / 52;
+    expect(seedingWinRateFor(eloRate, 95, 60, 52, 0.5)).toBeCloseTo(
+      0.5 * target + 0.5 * eloRate,
+      6
+    );
+  });
+});
+
+// ─── projectionForSeeding ─────────────────────────────────────────────────────
+
+describe("projectionForSeeding", () => {
+  it("uses the projection when it alone produced the resolved Elo", () => {
+    expect(projectionForSeeding(95, { sourceEloMethod: "projectedWins" })).toBe(95);
+  });
+
+  it("ignores a projection that lost the baseEloPriority race", () => {
+    // The season resolved its Elo from a hand-entered value. Seeding off the
+    // projection anyway would ignore it as the Elo source while still letting it
+    // dictate the standings.
+    expect(projectionForSeeding(95, { sourceEloMethod: "direct" })).toBeNull();
+  });
+
+  it("ignores a projection that was blended with futures odds", () => {
+    // The blend lives in the Elo; seeding off the raw projection would discard it
+    // and run seeding and playoff matchups on different strength scales.
+    expect(projectionForSeeding(95, { sourceEloMethod: "blend" })).toBeNull();
+    expect(projectionForSeeding(95, { sourceEloMethod: "sourceOdds" })).toBeNull();
+  });
+
+  it("ignores a projection on a participant resolved by a fallback", () => {
+    expect(projectionForSeeding(95, { sourceEloMethod: "averageKnown" })).toBeNull();
+  });
+
+  it("ignores a projection with no method recorded", () => {
+    expect(projectionForSeeding(95, null)).toBeNull();
+    expect(projectionForSeeding(95, undefined)).toBeNull();
+    expect(projectionForSeeding(95, {})).toBeNull();
+  });
+
+  it("passes a null projection through", () => {
+    expect(projectionForSeeding(null, { sourceEloMethod: "projectedWins" })).toBeNull();
   });
 });

app/services/simulations/afl-simulator.ts

@@ -37,8 +37,9 @@
  *         Wildcard Round:       #7 vs #10, #8 vs #9         → losers exit (0 pts)
  *         Qualifying Finals:    #1 vs #4,  #2 vs #3         → winners → Prelim Finals (bye)
  *                                                              losers → Semi-Finals (2nd chance)
- *         Elimination Finals:   #5 vs WC2w, #6 vs WC1w     → losers exit (7th/8th)
+ *         Elimination Finals:   #5 vs lower WC winner,      → losers exit (7th/8th)
- *         Semi-Finals:          QF1L vs EF2w, QF2L vs EF1w → losers exit (5th/6th)
+ *                               #6 vs higher WC winner
+ *         Semi-Finals:          QF1L vs EF1w, QF2L vs EF2w → losers exit (5th/6th)
  *         Preliminary Finals:   QF1w vs SF2w, QF2w vs SF1w → losers exit (3rd/4th)
  *         Grand Final:          PF1w vs PF2w               → winner 1st, loser 2nd
  *
@@ -378,7 +379,7 @@ export function makePlayGame(bracket: LoadedBracket | null, parityFactor: number
  *
  * Round names and match numbers match generateAFL10Bracket / advanceAFLWinner exactly, so a
  * recorded result is looked up against the game it was actually played in:
- *   SF1 = QF1 loser v EF2 winner, SF2 = QF2 loser v EF1 winner,
+ *   SF1 = QF1 loser v EF1 winner, SF2 = QF2 loser v EF2 winner,
  *   PF1 = QF1 winner v SF2 winner, PF2 = QF2 winner v SF1 winner.
  *
  * Returns the placement for each team:
@@ -409,13 +410,19 @@ export function simAFLFinals(
   const qf1 = play("Qualifying Finals", 1, s1, s4);
   const qf2 = play("Qualifying Finals", 2, s2, s3);
 
-  // Elimination Finals: #5 vs WC2 winner, #6 vs WC1 winner
+  // Elimination Finals: the Wildcard winners are re-seeded by ladder position, so #5
-  const ef1 = play("Elimination Finals", 1, s5, wc2.winner);
+  // hosts whichever finished lower and #6 the other — not a fixed crossover.
-  const ef2 = play("Elimination Finals", 2, s6, wc1.winner);
+  const wc1Seed = wc1.winner === s7 ? 7 : 10;
+  const wc2Seed = wc2.winner === s8 ? 8 : 9;
+  const [betterWc, worseWc] =
+    wc1Seed < wc2Seed ? [wc1.winner, wc2.winner] : [wc2.winner, wc1.winner];
+  const ef1 = play("Elimination Finals", 1, s5, worseWc);
+  const ef2 = play("Elimination Finals", 2, s6, betterWc);
 
-  // Semi-Finals: QF losers (second chance) vs EF winners
+  // Semi-Finals: QF losers (second chance) vs EF winners. Elimination Final n feeds
-  const sf1 = play("Semi-Finals", 1, qf1.loser, ef2.winner);
+  // Semi-Final n — a fixed pathway; the crossover is a round later, at the Prelims.
-  const sf2 = play("Semi-Finals", 2, qf2.loser, ef1.winner);
+  const sf1 = play("Semi-Finals", 1, qf1.loser, ef1.winner);
+  const sf2 = play("Semi-Finals", 2, qf2.loser, ef2.winner);
 
   // Preliminary Finals: QF winners vs SF winners
   const pf1 = play("Preliminary Finals", 1, qf1.winner, sf2.winner);

app/services/simulations/manifest.ts

@@ -171,7 +171,7 @@ const PROFILES: Record<SimulatorType, Omit<SimulatorManifestProfile, "simulatorT
     setupSections: ["participants", "surfaceElo", "events"],
   },
   mlb_bracket: {
-    defaultConfig: { ...BASE_CONFIG, seasonGames: 162, inputPolicy: { oddsWeight: 0.3 } },
+    defaultConfig: { ...BASE_CONFIG, seasonGames: 162, projectedWinsWeight: 1, inputPolicy: { oddsWeight: 0.3 } },
     requiredInputs: ["sourceElo"],
     optionalInputs: ["sourceOdds", "projectedWins"],
     derivableInputs: { sourceElo: ["projectedWins", "sourceOdds"] },

app/services/simulations/mlb-simulator.ts

@@ -8,8 +8,9 @@
  *   1. Load all participants for the sports season from DB
  *   2. Load current standings (wins, gamesPlayed) from regularSeasonStandings
  *   3. Load sourceElo ratings from seasonParticipantExpectedValues
- *   4. Match participant names to hardcoded team data (RDif + league/division)
+ *   4. Load raw projected win totals from seasonParticipantSimulatorInputs
- *   5. For each simulation:
+ *   5. Match participant names to hardcoded team data (RDif + league/division)
+ *   6. For each simulation:
  *      a. For each league (AL/NL), simulate remaining regular season games for
  *         every team using Binomial sampling, giving final projected wins.
  *      b. Division winner = best record in each division (3 per league).
@@ -21,8 +22,8 @@
  *         - Division Series (best-of-5): 1 vs lowest WC survivor, 2 vs other
  *         - League Championship Series (best-of-7)
  *      e. World Series (best-of-7): AL champ vs NL champ
- *   6. Track placement counts per scoring tier
+ *   7. Track placement counts per scoring tier
- *   7. Convert counts to probability distributions
+ *   8. Convert counts to probability distributions
  *
  * Win probability (log5 formula):
  *   Step 1 — convert projected RDif to win rate for playoff matchups:
@@ -32,17 +33,24 @@
  *     P(A beats B) = (wA - wA·wB) / (wA + wB - 2·wA·wB)
  *
  * Regular season simulation (seeding):
- *   Each team's raw per-game win rate is derived from sourceElo (if set) or
+ *   Each team's base per-game win rate is derived from sourceElo (if set) or
  *   from the hardcoded RDif using SEEDING_RDIF_SCALE ≈ 10 runs/win × 162 games.
+ *   When the resolved Elo came from a projected win total and nothing else, that
+ *   base rate is replaced by the rest-of-season rate that reaches the projection:
+ *     target = (projectedWins − currentWins) / remainingGames
+ *   (see seedingWinRateFor; config `projectedWinsWeight` blends it back toward the
+ *   base rate).  Pre-season the two rates coincide, so this is a no-op then.  A
+ *   projection that lost the baseEloPriority race, or that was blended with futures
+ *   odds, is left to the resolved Elo — see projectionForSeeding.
  *   Remaining games = TOTAL_SEASON_GAMES − gamesPlayed are drawn from a
  *   Binomial distribution.  This makes playoff seeding respond to both current
  *   standings and user-entered projected wins.
  *
- * Futures blending:
+ * Input resolution:
- *   If sourceOdds are stored in participantExpectedValues for this season,
+ *   sourceElo is the single Elo produced by the shared input policy — already a
- *   the per-game win probability for playoff series is blended:
+ *   blend of any raw Elo / projections / futures odds, written by
- *     P(game) = RDIF_WEIGHT * rdifProb + ODDS_WEIGHT * oddsProb
+ *   prepareSimulatorInputsForRun before the run. This simulator does not blend
- *   RDIF_WEIGHT = 0.7, ODDS_WEIGHT = 0.3.
+ *   futures odds itself.
  *
  * Placement tiers → SimulationProbabilities mapping:
  *   probFirst              = World Series champion (1 per sim)
@@ -74,9 +82,10 @@ import { database } from "~/database/context";
 import { eq } from "drizzle-orm";
 import * as schema from "~/database/schema";
 import type { Simulator, SimulationResult } from "./types";
-import { positiveConfigNumber } from "./config-access";
+import { configNumber, positiveConfigNumber } from "./config-access";
 import { logger } from "~/lib/logger";
 import { getRegularSeasonStandings } from "~/models/regular-season-standings";
+import { getParticipantSimulatorInputs } from "~/models/simulator";
 
 // ─── Simulation parameters ────────────────────────────────────────────────────
 
@@ -100,6 +109,13 @@ const RDIF_DIVISOR = 8000;
  */
 const SEEDING_RDIF_SCALE = 1620;
 
+/**
+ * Default weight given to a user-entered projected win total when deriving the
+ * rest-of-season win rate. 1 = the projection is authoritative; 0 = ignore it and
+ * use the Elo-implied rate. Overridable per season via config `projectedWinsWeight`.
+ */
+const DEFAULT_PROJECTED_WINS_WEIGHT = 1;
+
 // ─── Team data (2026 pre-season — FanGraphs Depth Charts) ────────────────────
 //
 // rdif: Projected run differential from FanGraphs Depth Charts.
@@ -206,13 +222,93 @@ export function rawWinRateFromElo(elo: number): number {
 }
 
 /**
- * Convert an Elo rating to an equivalent projected run differential.
+ * Convert an Elo rating to an equivalent projected run differential, on the same
- * Uses the standard Elo win probability formula (parity factor 400, average Elo 1500),
+ * scale as the hardcoded TEAMS_DATA.rdif values.
- * then inverts the winRateFromRDif formula: rdif = (winRate − 0.5) × RDIF_DIVISOR.
+ *
+ * Uses the standard Elo win probability formula (parity factor 400, average Elo
+ * 1500) and inverts rawWinRateFromRDif: rdif = (winRate − 0.5) × SEEDING_RDIF_SCALE.
+ *
+ * SEEDING_RDIF_SCALE — not RDIF_DIVISOR — is deliberate. Scaling by RDIF_DIVISOR
+ * would make this the exact algebraic inverse of winRateFromRDif, so a team with
+ * an Elo would skip the playoff-parity compression that every hardcoded-rdif team
+ * gets: a 95-win projection (Elo ≈ 1561) mapped to RDif +686 and played playoff
+ * games at .586 instead of the ~.517 documented on RDIF_DIVISOR. On this scale it
+ * maps to ≈ +140 — right alongside the Dodgers' hardcoded +137 — and
+ * winRateFromRDif then compresses it to ≈ .5175 like any other team.
+ *
  * Exported for unit testing.
  */
 export function eloToRDif(elo: number): number {
-  return (rawWinRateFromElo(elo) - 0.5) * RDIF_DIVISOR;
+  return (rawWinRateFromElo(elo) - 0.5) * SEEDING_RDIF_SCALE;
+}
+
+/**
+ * The projected win total seeding should use, or null to leave seeding on the Elo.
+ *
+ * `prepareSimulatorInputsForRun` records which source won the base-Elo race in
+ * `metadata.sourceEloMethod`, and only `"projectedWins"` means the resolved Elo is
+ * the projection and nothing else. Every other method has to be left alone:
+ *
+ *   - `"direct"` — the season's `baseEloPriority` put a hand-entered Elo ahead of
+ *     the projection. Honouring the projection here anyway would ignore it as the
+ *     Elo source while still letting it dictate seeding.
+ *   - `"blend"` / `"sourceOdds"` — futures odds are folded into the Elo at
+ *     `oddsWeight` (0.3 for MLB). Seeding off the raw projection would discard that
+ *     blend and run seeding and playoff matchups on two different strength scales.
+ *   - a fallback — the participant had no usable input of its own.
+ *
+ * Exported for unit testing.
+ */
+export function projectionForSeeding(
+  projectedWins: number | null,
+  metadata: Record<string, unknown> | null | undefined
+): number | null {
+  return metadata?.sourceEloMethod === "projectedWins" ? projectedWins : null;
+}
+
+/**
+ * Per-game win rate to use for a team's remaining regular-season games.
+ *
+ * A user-entered `projectedWins` is a projected *final* season win total, so the
+ * rate that reproduces it is spread over the games still to play:
+ *
+ *   target = (projectedWins − currentWins) / remainingGames
+ *
+ * Pre-season this is a no-op — with currentWins 0 and remainingGames 162 the
+ * target equals projectedWins / 162, which is exactly the rate the Elo derived
+ * from that projection already encodes. Mid-season it is what makes the
+ * simulation actually land on the projection: a team at 60-50 projected for 95
+ * needs .673 over its last 52 games, not the .586 its season-long Elo implies.
+ *
+ * A target outside (0, 1) is proof the projection has gone stale rather than a
+ * reason to bet everything on it: a 96-40 team projected for 95 would need a
+ * negative rate, and a 40-70 team projected for 95 would need better than 1.000.
+ * Both fall back to the Elo rate — clamping them instead would simulate a team to
+ * stop winning entirely, or to win out. NLL takes the same escape hatch
+ * (`nll-simulator.ts` clamps its prior at 0 and then uses the Elo rate outright).
+ *
+ * `weight` (config `projectedWinsWeight`, default 1) blends the target back toward
+ * the Elo-implied rate. At 1 the projection is authoritative wherever it is still
+ * reachable; lower values hedge it; 0 or less ignores it. Values above 1 are
+ * clamped — this is a blend weight, like inputPolicy.oddsWeight, and above 1 it
+ * would extrapolate past the target rather than blending toward it.
+ *
+ * Exported for unit testing.
+ */
+export function seedingWinRateFor(
+  eloRate: number,
+  projectedWins: number | null,
+  currentWins: number,
+  remainingGames: number,
+  weight: number = DEFAULT_PROJECTED_WINS_WEIGHT
+): number {
+  if (projectedWins === null || remainingGames <= 0 || weight <= 0) return eloRate;
+  const target = (projectedWins - currentWins) / remainingGames;
+  if (target <= 0 || target >= 1) return eloRate;
+  // Clamped here rather than at the call site so the blend cannot be turned into an
+  // extrapolation by a stray config value, whichever caller supplies it.
+  const blend = Math.min(1, weight);
+  return blend * target + (1 - blend) * eloRate;
 }
 
 /**
@@ -270,6 +366,8 @@ interface TeamEntry {
   originalSeed?: number;
   currentWins: number;    // from regularSeasonStandings (0 pre-season)
   remainingGames: number; // TOTAL_SEASON_GAMES - gamesPlayed
+  /** User-entered projected *final* season win total, or null when not set. */
+  projectedWins: number | null;
 }
 
 /** Get projected RDif for a team entry. Fallback 0 (league-average) for unknown teams. */
@@ -443,6 +541,10 @@ function simLeagueBracket(
 export class MLBSimulator implements Simulator {
   async simulate(sportsSeasonId: string, config: Record<string, unknown> = {}): Promise<SimulationResult[]> {
     const numSimulations = Math.round(positiveConfigNumber(config, "iterations", DEFAULT_NUM_SIMULATIONS));
+    // configNumber (not positiveConfigNumber) so an explicit 0 — ignore projections,
+    // use the Elo-implied rate — is honored rather than falling back to the default.
+    // seedingWinRateFor clamps the upper end; the knob is free-form on the Engine card.
+    const projectedWinsWeight = configNumber(config, "projectedWinsWeight", DEFAULT_PROJECTED_WINS_WEIGHT);
     const db = database();
 
     // 1. Load all participants for this sports season.
@@ -465,6 +567,18 @@ export class MLBSimulator implements Simulator {
     const standings = await getRegularSeasonStandings(sportsSeasonId);
     const standingsByParticipantId = new Map(standings.map((s) => [s.participantId, s]));
 
+    // 3. Load the raw projected win totals, keeping only those that actually
+    //    produced the resolved Elo. The Elo encodes the projection as a season-long
+    //    rate; the raw total is what lets seeding spread the *remaining* wins
+    //    correctly once games have been played — see projectionForSeeding.
+    const simInputs = await getParticipantSimulatorInputs(sportsSeasonId);
+    const projectedWinsMap = new Map(
+      simInputs.map((input) => [
+        input.participantId,
+        projectionForSeeding(input.projectedWins, input.metadata),
+      ])
+    );
+
     const teams: TeamEntry[] = participantRows.map((r) => {
       const standing = standingsByParticipantId.get(r.id);
       const gamesPlayed = standing?.gamesPlayed ?? 0;
@@ -474,6 +588,7 @@ export class MLBSimulator implements Simulator {
         data: getTeamData(r.name),
         currentWins: standing?.wins ?? 0,
         remainingGames: Math.max(0, TOTAL_SEASON_GAMES - gamesPlayed),
+        projectedWins: projectedWinsMap.get(r.id) ?? null,
       };
     });
 
@@ -546,11 +661,28 @@ export class MLBSimulator implements Simulator {
 
     /**
      * Raw per-game win rate for regular-season seeding simulation.
-     * Uses sourceElo-derived rate if available; falls back to hardcoded rdif
+     *
-     * with SEEDING_RDIF_SCALE (Pythagorean approximation).
+     * The base rate comes from sourceElo when available, else from the hardcoded
+     * rdif via SEEDING_RDIF_SCALE (Pythagorean approximation). A user-entered
+     * projected win total then re-expresses that as a rest-of-season target so the
+     * projection is actually reached mid-season — see seedingWinRateFor.
+     *
+     * The result depends only on fixed per-team inputs, so it is resolved once here
+     * rather than on every one of the ~1.5M calls the seeding loop makes.
      */
-    const seedingWinRate = (entry: TeamEntry): number =>
+    const seedingWinRateMap = new Map(
-      rawWinRateMap.get(entry.id) ?? rawWinRateFromRDif(getEntryRDif(entry));
+      teams.map((team) => [
+        team.id,
+        seedingWinRateFor(
+          rawWinRateMap.get(team.id) ?? rawWinRateFromRDif(getEntryRDif(team)),
+          team.projectedWins,
+          team.currentWins,
+          team.remainingGames,
+          projectedWinsWeight
+        ),
+      ])
+    );
+    const seedingWinRate = (entry: TeamEntry): number => seedingWinRateMap.get(entry.id) ?? 0.5;
 
     /**
      * Per-game win probability for team A over team B in a playoff series, from

docs/agents/simulators.md

@@ -91,13 +91,62 @@ Keep specialized pages when they provide real workflow value, such as Golf Skill
 
 ## Input Policies
 
-Direct ratings are always preferred. If a simulator declares derived inputs, readiness may also pass with those alternatives:
+Direct ratings are preferred by default. If a simulator declares derived inputs, readiness may also pass with those alternatives:
 
 - `projectedWins` can become Elo using `seasonGames` and `parityFactor` from season config.
 - `projectedTablePoints` can become Elo using `seasonGames`, `maxTablePoints`, and `parityFactor`.
 - `sourceOdds` can become Elo through the shared futures-to-Elo conversion.
 - `sourceOdds` can become a generic `rating` when the simulator declares `derivableInputs: { rating: ["sourceOdds"] }`.
 
+### Raw Elo vs. projections
+
+Raw Elo and projections are *substitutes*, not a blend: `inputPolicy.baseEloPriority`
+lists them in order and the first source a participant has wins outright. The
+default is `["sourceElo", "projectedWins", "projectedTablePoints"]`, so a stored Elo
+beats a projection. Set the Base Elo Source control on the simulator page (or
+`baseEloPriority` directly) to `["projectedWins", "sourceElo"]` when projections are
+the season's source of truth. Futures odds are separate — they blend on top of
+whichever base won, weighted by `inputPolicy.oddsWeight`.
+
+Whenever you write a projection without an explicit Elo, stamp
+`metadata.sourceEloMethod` (`"projectedWins"` / `"projectedTablePoints"`) on the
+row. `getParticipantSimulatorInputs` reads that flag and returns `sourceElo: null`
+so the Elo is re-derived from the projection on every run. Skip it and the
+non-destructive upsert leaves the previous Elo in place as a *direct* value, which
+then wins the priority race — the projection is stored and silently ignored. Both
+the Elo Ratings page's projections mode and the simulator page's CSV importer do
+this; any new importer must too.
+
+Projections are stored and displayed exactly as entered. Never round-trip one
+through its derived Elo for display: the conversion rounds to an integer Elo, and a
+run re-resolves that Elo through the input policy (clamping, plus any futures
+blend), so the number the admin sees drifts away from the number they typed.
+
+### Mid-season projections
+
+A projected win total is a projected *final* total. A simulator that seeds from
+projections mid-season must spread the difference over the games still to play —
+`(projectedWins - currentWins) / remainingGames` — rather than reusing the
+season-long rate the derived Elo encodes, or it will never reach the projection.
+See `seedingWinRateFor` in `mlb-simulator.ts` (config knob `projectedWinsWeight`,
+1 = the projection is authoritative) and `simulateRegularSeasonSeeds` in
+`nll-simulator.ts` (which additionally decays a preseason prior as the season
+completes).
+
+Two guards belong on any such rest-of-season rate:
+
+- **A target outside `(0, 1)` means the projection is stale** — the team has
+  already met it, or can no longer reach it. Fall back to the Elo rate. Clamping to
+  a floor or ceiling instead simulates a team to stop winning entirely, or to win
+  out, and collapses its seeding variance.
+- **Only apply a projection that actually produced the resolved Elo.** Check
+  `metadata.sourceEloMethod === "projectedWins"` (see `projectionForSeeding` in
+  `mlb-simulator.ts`). Any other method means the Elo represents something else: a
+  hand-entered Elo that won the `baseEloPriority` race, or a futures blend. Seeding
+  off the raw projection in those cases makes the projection simultaneously ignored
+  as the Elo source and authoritative for the standings, and runs seeding and
+  playoff matchups on two different strength scales.
+
 Missing tail participants must remain blocked unless the season config explicitly chooses an `inputPolicy.missingEloStrategy`:
 
 ```json

instrument.server.mjs

@@ -5,12 +5,6 @@ Sentry.init({
   enabled: process.env.NODE_ENV === "production",
   sendDefaultPii: true,
   tracesSampleRate: 0,
-  ignoreErrors: [
-    /No route matches URL ".*\.css"/,
-    /No route matches URL ".*\.js"/,
-    /No route matches URL ".*\.(php|env|xml|aspx|asp|bak|sql|ini)"/i,
-    /No route matches URL ".*\/(wp-admin|wp-login|phpmyadmin|xmlrpc)"/i,
-  ],
   beforeSend(event) {
     const msg = event.exception?.values?.[0]?.value ?? "";
     // Drop React Flight protocol probe errors (e.g. $1:aa:aa in multipart body)

scripts/fix-afl-wildcard-reseed.ts

@@ -0,0 +1,137 @@
+/**
+ * Repair: re-seed AFL Wildcard winners into the Elimination Finals they belong in.
+ *
+ * Brackets advanced before the re-seeding fix crossed each Wildcard winner into a fixed
+ * Elimination Final — the 7v10 winner always met 6th and the 8v9 winner always met 5th —
+ * instead of pairing them by ladder position (5th hosts the lower-ranked winner). The
+ * fix only changes how new results advance, so an already-advanced bracket keeps its
+ * wrong pairings until this runs. The admin UI cannot re-trigger it: a completed match
+ * renders as "Complete", with no way to re-submit the winner.
+ *
+ * This runs the same reseedAflEliminationFinals the advancement path now uses, so it
+ * makes exactly the correction a fresh bracket would have. It only ever moves Wildcard
+ * teams between the two Elimination Final slots — no results, scores or placements are
+ * touched, and nothing else in the bracket is written. A bracket that is already correct
+ * is left alone.
+ *
+ * Admin → the event's bracket has a "Re-seed Wildcard Winners" button that does exactly
+ * this for one event; use this script to sweep every afl_10 event, or where the UI is not
+ * to hand.
+ *
+ * If an Elimination Final has already been played, its qualifier cannot be moved without
+ * rewriting who contested a recorded result; the script reports that event and skips it.
+ * Clear and regenerate that bracket in Admin instead, then Reprocess Bracket.
+ *
+ * Safe to re-run. Validate on a DB snapshot first. Reads DATABASE_URL.
+ *
+ *   npx tsx scripts/fix-afl-wildcard-reseed.ts               # apply to every afl_10 event
+ *   npx tsx scripts/fix-afl-wildcard-reseed.ts --dry         # report only
+ *   npx tsx scripts/fix-afl-wildcard-reseed.ts --event <id>  # one event
+ */
+
+import { drizzle } from "drizzle-orm/postgres-js";
+import postgres from "postgres";
+import { eq } from "drizzle-orm";
+import * as schema from "../database/schema.js";
+import { DatabaseContext, database } from "../database/context.js";
+import {
+  findPlayoffMatchesByEventIdAndRound,
+  reseedAflEliminationFinals,
+} from "../app/models/playoff-match.js";
+import { findParticipantsBySportsSeasonId } from "../app/models/season-participant.js";
+
+const DRY = process.argv.includes("--dry");
+const eventFlag = process.argv.indexOf("--event");
+const ONLY_EVENT = eventFlag === -1 ? null : process.argv[eventFlag + 1];
+const log = (...a: unknown[]) => console.log(...a);
+
+async function run() {
+  const db = database();
+
+  const events = await db.query.scoringEvents.findMany({
+    where: eq(schema.scoringEvents.bracketTemplateId, "afl_10"),
+  });
+  const targets = ONLY_EVENT ? events.filter((e) => e.id === ONLY_EVENT) : events;
+
+  if (ONLY_EVENT && targets.length === 0) {
+    log(`No afl_10 event with id ${ONLY_EVENT}.`);
+    return;
+  }
+  log(`afl_10 events to check: ${targets.length}`);
+
+  let fixed = 0;
+  let alreadyRight = 0;
+  let skipped = 0;
+
+  for (const event of targets) {
+    const name = event.name ?? event.id;
+
+    const participants = await findParticipantsBySportsSeasonId(event.sportsSeasonId);
+    const nameOf = (id: string | null) =>
+      id === null ? "TBD" : participants.find((p) => p.id === id)?.name ?? id;
+
+    /** "M1: <host> vs <qualifier>" for both Elimination Finals. */
+    const pairings = async () => {
+      const efMatches = await findPlayoffMatchesByEventIdAndRound(event.id, "Elimination Finals");
+      return efMatches
+        .toSorted((a, b) => a.matchNumber - b.matchNumber)
+        .map((m) => `M${m.matchNumber}: ${nameOf(m.participant1Id)} vs ${nameOf(m.participant2Id)}`)
+        .join(", ");
+    };
+
+    try {
+      const before = await pairings();
+
+      // The dry run still resolves the pairings — it just reports them instead of writing.
+      if (DRY) {
+        const efMatches = await findPlayoffMatchesByEventIdAndRound(event.id, "Elimination Finals");
+        const wcMatches = await findPlayoffMatchesByEventIdAndRound(event.id, "Wildcard Round");
+        const decided = wcMatches.filter((m) => m.isComplete && m.winnerId).length;
+        log(`  ${name}: ${before} (${decided}/${wcMatches.length} Wildcard results, ` +
+            `${efMatches.filter((m) => m.isComplete).length} Elimination Final(s) played)`);
+        continue;
+      }
+
+      const reseed = await reseedAflEliminationFinals(event.id);
+      if (reseed.vacated.length === 0 && reseed.filled.length === 0) {
+        alreadyRight += 1;
+        log(`  = ${name}: already correct — ${before}`);
+        continue;
+      }
+
+      fixed += 1;
+      log(`  ~ ${name}:`);
+      log(`      was: ${before}`);
+      log(`      now: ${await pairings()}`);
+    } catch (e) {
+      skipped += 1;
+      log(`  ! ${name}: ${(e as Error).message}`);
+    }
+  }
+
+  if (DRY) {
+    log("\nDry run — no writes. Re-run without --dry to apply.");
+    return;
+  }
+  log(`\nDone. re-seeded=${fixed}, already correct=${alreadyRight}, skipped=${skipped}.`);
+}
+
+async function main() {
+  const dbUrl = process.env.DATABASE_URL;
+  if (!dbUrl) {
+    console.error("ERROR: DATABASE_URL is required");
+    process.exit(1);
+  }
+  const client = postgres(dbUrl, { max: 1 });
+  const db = drizzle(client, { schema });
+  try {
+    await DatabaseContext.run(db, run);
+  } finally {
+    await client.end();
+  }
+}
+
+main().catch((e) => {
+  console.error(e);
+  process.exit(1);
+});

server/app.ts

@@ -11,9 +11,11 @@ export const app = express();
 
 app.use((_, __, next) => DatabaseContext.run(db, next));
 
-// Block common bot probe paths before React Router (and Sentry) see them
+// Block common bot probe paths before React Router (and Sentry) see them.
+// `blog` is here only because scanners hammer /blog/wp/v2/* — drop it from this
+// list if a real blog route is ever added.
 const BOT_PROBE_RE =
-  /\.(php|env|htaccess|aspx|asp|jsp|config|bak|sql|ini|swp|DS_Store)$|^\/(wp-admin|wp-login|phpmyadmin|xmlrpc|server-status|cgi-bin|shell|cmd|console|actuator)(\/|$)/i;
+  /\.(php|env|htaccess|aspx|asp|jsp|config|bak|sql|ini|swp|DS_Store)$|^\/(wp-admin|wp-login|phpmyadmin|xmlrpc|server-status|cgi-bin|shell|cmd|console|actuator|blog)(\/|$)/i;
 
 app.use((req, res, next) => {
   if (BOT_PROBE_RE.test(req.path)) {